BibTeX records: Hongyuan Zha

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@article{DBLP:journals/tnn/GuoWWZ24,
  author       = {Dandan Guo and
                  Chaojie Wang and
                  Baoxiang Wang and
                  Hongyuan Zha},
  title        = {Learning Fair Representations via Distance Correlation Minimization},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {35},
  number       = {2},
  pages        = {2139--2152},
  year         = {2024},
  url          = {https://doi.org/10.1109/TNNLS.2022.3187165},
  doi          = {10.1109/TNNLS.2022.3187165},
  timestamp    = {Thu, 29 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/GuoWWZ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangZ24,
  author       = {Sikun Yang and
                  Hongyuan Zha},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {A Variational Autoencoder for Neural Temporal Point Processes with
                  Dynamic Latent Graphs},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {16343--16351},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i15.29570},
  doi          = {10.1609/AAAI.V38I15.29570},
  timestamp    = {Wed, 27 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/YangZ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiLZDZW24,
  author       = {Longkang Li and
                  Siyuan Liang and
                  Zihao Zhu and
                  Chris Ding and
                  Hongyuan Zha and
                  Baoyuan Wu},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based
                  Imitation Learning},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {20185--20193},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i18.29998},
  doi          = {10.1609/AAAI.V38I18.29998},
  timestamp    = {Wed, 27 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/LiLZDZW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiJWYZ23,
  author       = {Wenhao Li and
                  Bo Jin and
                  Xiangfeng Wang and
                  Junchi Yan and
                  Hongyuan Zha},
  title        = {{F2A2:} Flexible Fully-decentralized Approximate Actor-critic for
                  Cooperative Multi-agent Reinforcement Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {24},
  pages        = {178:1--178:75},
  year         = {2023},
  url          = {http://jmlr.org/papers/v24/20-700.html},
  timestamp    = {Thu, 19 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LiJWYZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/ZhaGLZXGW23,
  author       = {Hongyuan Zha and
                  Yujun Guo and
                  Yicen Liu and
                  Xueqin Zhang and
                  Song Xiao and
                  Guoqiang Gao and
                  Guangning Wu},
  title        = {The Characteristic Analysis of {ESDD} and {NSDD} Detection of Composite
                  Insulators Based on Hyperspectral Technology},
  journal      = {{IEEE} Trans. Instrum. Meas.},
  volume       = {72},
  pages        = {1--8},
  year         = {2023},
  url          = {https://doi.org/10.1109/TIM.2023.3244245},
  doi          = {10.1109/TIM.2023.3244245},
  timestamp    = {Sat, 11 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tim/ZhaGLZXGW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangZLLZLZ23,
  author       = {Wen Wang and
                  Wei Zhang and
                  Shukai Liu and
                  Qi Liu and
                  Bo Zhang and
                  Leyu Lin and
                  Hongyuan Zha},
  title        = {Incorporating Link Prediction into Multi-Relational Item Graph Modeling
                  for Session-Based Recommendation},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {3},
  pages        = {2683--2696},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2021.3111436},
  doi          = {10.1109/TKDE.2021.3111436},
  timestamp    = {Sat, 25 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/WangZLLZLZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WuLZLZ23,
  author       = {Weichang Wu and
                  Huanxi Liu and
                  Xiaohu Zhang and
                  Yu Liu and
                  Hongyuan Zha},
  title        = {Modeling Event Propagation via Graph Biased Temporal Point Process},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {34},
  number       = {4},
  pages        = {1681--1691},
  year         = {2023},
  url          = {https://doi.org/10.1109/TNNLS.2020.3004626},
  doi          = {10.1109/TNNLS.2020.3004626},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/WuLZLZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WeiLLZ23,
  author       = {Shaokui Wei and
                  Jiayin Liu and
                  Bing Li and
                  Hongyuan Zha},
  editor       = {Francisco J. R. Ruiz and
                  Jennifer G. Dy and
                  Jan{-}Willem van de Meent},
  title        = {Mean Parity Fair Regression in {RKHS}},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  25-27 April 2023, Palau de Congressos, Valencia, Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {206},
  pages        = {4602--4628},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v206/wei23a.html},
  timestamp    = {Mon, 19 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/WeiLLZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangDPKMTCZZKAF23,
  author       = {Jiachen Yang and
                  Tarik Dzanic and
                  Brenden K. Petersen and
                  Jun Kudo and
                  Ketan Mittal and
                  Vladimir Z. Tomov and
                  Jean{-}Sylvain Camier and
                  Tuo Zhao and
                  Hongyuan Zha and
                  Tzanio V. Kolev and
                  Robert W. Anderson and
                  Daniel M. Faissol},
  editor       = {Francisco J. R. Ruiz and
                  Jennifer G. Dy and
                  Jan{-}Willem van de Meent},
  title        = {Reinforcement Learning for Adaptive Mesh Refinement},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  25-27 April 2023, Palau de Congressos, Valencia, Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {206},
  pages        = {5997--6014},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v206/yang23e.html},
  timestamp    = {Mon, 19 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/YangDPKMTCZZKAF23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ShengW0LWYCZ23,
  author       = {Junjie Sheng and
                  Xiangfeng Wang and
                  Bo Jin and
                  Wenhao Li and
                  Jun Wang and
                  Junchi Yan and
                  Tsung{-}Hui Chang and
                  Hongyuan Zha},
  editor       = {Noa Agmon and
                  Bo An and
                  Alessandro Ricci and
                  William Yeoh},
  title        = {Learning Structured Communication for Multi-Agent Reinforcement Learning},
  booktitle    = {Proceedings of the 2023 International Conference on Autonomous Agents
                  and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
                  2023 - 2 June 2023},
  pages        = {436--438},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://dl.acm.org/doi/10.5555/3545946.3598668},
  doi          = {10.5555/3545946.3598668},
  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/ShengW0LWYCZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Li0YZ23,
  author       = {Wenhao Li and
                  Baoxiang Wang and
                  Shanchao Yang and
                  Hongyuan Zha},
  editor       = {Noa Agmon and
                  Bo An and
                  Alessandro Ricci and
                  William Yeoh},
  title        = {Diverse Policy Optimization for Structured Action Space},
  booktitle    = {Proceedings of the 2023 International Conference on Autonomous Agents
                  and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
                  2023 - 2 June 2023},
  pages        = {819--828},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://dl.acm.org/doi/10.5555/3545946.3598717},
  doi          = {10.5555/3545946.3598717},
  timestamp    = {Tue, 23 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/Li0YZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/HuaGL0WZ23,
  author       = {Yun Hua and
                  Shang Gao and
                  Wenhao Li and
                  Bo Jin and
                  Xiangfeng Wang and
                  Hongyuan Zha},
  editor       = {Noa Agmon and
                  Bo An and
                  Alessandro Ricci and
                  William Yeoh},
  title        = {Learning Optimal "Pigovian Tax" in Sequential Social Dilemmas},
  booktitle    = {Proceedings of the 2023 International Conference on Autonomous Agents
                  and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
                  2023 - 2 June 2023},
  pages        = {2784--2786},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://dl.acm.org/doi/10.5555/3545946.3599077},
  doi          = {10.5555/3545946.3599077},
  timestamp    = {Tue, 23 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/HuaGL0WZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WuYYZ23,
  author       = {Weichang Wu and
                  Junchi Yan and
                  Xiaokang Yang and
                  Hongyuan Zha},
  title        = {Discovering Temporal Patterns for Event Sequence Clustering via Policy
                  Mixture Model (Extended Abstract)},
  booktitle    = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
                  Anaheim, CA, USA, April 3-7, 2023},
  pages        = {3763--3764},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDE55515.2023.00308},
  doi          = {10.1109/ICDE55515.2023.00308},
  timestamp    = {Thu, 27 Jul 2023 14:59:05 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/WuYYZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiW0Z23,
  author       = {Wenhao Li and
                  Xiangfeng Wang and
                  Bo Jin and
                  Hongyuan Zha},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {Hierarchical Diffusion for Offline Decision Making},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {20035--20064},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/li23ad.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiW0Z23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiXZJZZZ23,
  author       = {Zichong Li and
                  Yanbo Xu and
                  Simiao Zuo and
                  Haoming Jiang and
                  Chao Zhang and
                  Tuo Zhao and
                  Hongyuan Zha},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {{SMURF-THP:} Score Matching-based UnceRtainty quantiFication for Transformer
                  Hawkes Process},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {20210--20220},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/li23aj.html},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiXZJZZZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LinLZ023,
  author       = {Yue Lin and
                  Wenhao Li and
                  Hongyuan Zha and
                  Baoxiang Wang},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Information Design in Multi-Agent Reinforcement Learning},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/511d7c4e61878cf08ece6351ea3c529e-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/LinLZ023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WeiZZW23,
  author       = {Shaokui Wei and
                  Mingda Zhang and
                  Hongyuan Zha and
                  Baoyuan Wu},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared
                  Adversarial Examples},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/520425a5a4c2fb7f7fc345078b188201-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/WeiZZW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuWZW23,
  author       = {Mingli Zhu and
                  Shaokui Wei and
                  Hongyuan Zha and
                  Baoyuan Wu},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Neural Polarizer: {A} Lightweight and Effective Backdoor Defense via
                  Purifying Poisoned Features},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/03df5246cc78af497940338dd3eacbaa-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ZhuWZW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangZ23,
  author       = {Sikun Yang and
                  Hongyuan Zha},
  editor       = {Shashi Shekhar and
                  Zhi{-}Hua Zhou and
                  Yao{-}Yi Chiang and
                  Gregor Stiglic},
  title        = {Estimating Latent Population Flows from Aggregated Data via Inversing
                  Multi-Marginal Optimal Transport},
  booktitle    = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
                  {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
                  2023},
  pages        = {181--189},
  publisher    = {{SIAM}},
  year         = {2023},
  url          = {https://doi.org/10.1137/1.9781611977653.ch21},
  doi          = {10.1137/1.9781611977653.CH21},
  timestamp    = {Tue, 17 Oct 2023 16:39:08 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/YangZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TangCYZ23,
  author       = {Zhiwei Tang and
                  Tsung{-}Hui Chang and
                  Xiaojing Ye and
                  Hongyuan Zha},
  editor       = {Robin J. Evans and
                  Ilya Shpitser},
  title        = {Low-rank matrix recovery with unknown correspondence},
  booktitle    = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
                  2023, Pittsburgh, PA, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {216},
  pages        = {2111--2122},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v216/tang23a.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/uai/TangCYZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13812,
  author       = {Wenhao Li and
                  Xiangfeng Wang and
                  Bo Jin and
                  Jingyi Lu and
                  Hongyuan Zha},
  title        = {Learning Roles with Emergent Social Value Orientations},
  journal      = {CoRR},
  volume       = {abs/2301.13812},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.13812},
  doi          = {10.48550/ARXIV.2301.13812},
  eprinttype    = {arXiv},
  eprint       = {2301.13812},
  timestamp    = {Thu, 02 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-13812.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10409,
  author       = {Shaokui Wei and
                  Jiayin Liu and
                  Bing Li and
                  Hongyuan Zha},
  title        = {Mean Parity Fair Regression in {RKHS}},
  journal      = {CoRR},
  volume       = {abs/2302.10409},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.10409},
  doi          = {10.48550/ARXIV.2302.10409},
  eprinttype    = {arXiv},
  eprint       = {2302.10409},
  timestamp    = {Thu, 23 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-10409.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11917,
  author       = {Wenhao Li and
                  Baoxiang Wang and
                  Shanchao Yang and
                  Hongyuan Zha},
  title        = {Diverse Policy Optimization for Structured Action Space},
  journal      = {CoRR},
  volume       = {abs/2302.11917},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.11917},
  doi          = {10.48550/ARXIV.2302.11917},
  eprinttype    = {arXiv},
  eprint       = {2302.11917},
  timestamp    = {Tue, 28 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-11917.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06227,
  author       = {Yun Hua and
                  Shang Gao and
                  Wenhao Li and
                  Bo Jin and
                  Xiangfeng Wang and
                  Hongyuan Zha},
  title        = {Learning Optimal "Pigovian Tax" in Sequential Social Dilemmas},
  journal      = {CoRR},
  volume       = {abs/2305.06227},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.06227},
  doi          = {10.48550/ARXIV.2305.06227},
  eprinttype    = {arXiv},
  eprint       = {2305.06227},
  timestamp    = {Tue, 16 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-06227.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06807,
  author       = {Yue Lin and
                  Wenhao Li and
                  Hongyuan Zha and
                  Baoxiang Wang},
  title        = {Information Design in Multi-Agent Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2305.06807},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.06807},
  doi          = {10.48550/ARXIV.2305.06807},
  eprinttype    = {arXiv},
  eprint       = {2305.06807},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-06807.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10865,
  author       = {Wenhao Li and
                  Dan Qiao and
                  Baoxiang Wang and
                  Xiangfeng Wang and
                  Bo Jin and
                  Hongyuan Zha},
  title        = {Semantically Aligned Task Decomposition in Multi-Agent Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2305.10865},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.10865},
  doi          = {10.48550/ARXIV.2305.10865},
  eprinttype    = {arXiv},
  eprint       = {2305.10865},
  timestamp    = {Thu, 25 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-10865.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05353,
  author       = {Junjie Sheng and
                  Wenhao Li and
                  Bo Jin and
                  Hongyuan Zha and
                  Jun Wang and
                  Xiangfeng Wang},
  title        = {Negotiated Reasoning: On Provably Addressing Relative Over-Generalization},
  journal      = {CoRR},
  volume       = {abs/2306.05353},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.05353},
  doi          = {10.48550/ARXIV.2306.05353},
  eprinttype    = {arXiv},
  eprint       = {2306.05353},
  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-05353.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-16697,
  author       = {Mingli Zhu and
                  Shaokui Wei and
                  Hongyuan Zha and
                  Baoyuan Wu},
  title        = {Neural Polarizer: {A} Lightweight and Effective Backdoor Defense via
                  Purifying Poisoned Features},
  journal      = {CoRR},
  volume       = {abs/2306.16697},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.16697},
  doi          = {10.48550/ARXIV.2306.16697},
  eprinttype    = {arXiv},
  eprint       = {2306.16697},
  timestamp    = {Mon, 03 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-16697.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-10562,
  author       = {Shaokui Wei and
                  Mingda Zhang and
                  Hongyuan Zha and
                  Baoyuan Wu},
  title        = {Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared
                  Adversarial Examples},
  journal      = {CoRR},
  volume       = {abs/2307.10562},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.10562},
  doi          = {10.48550/ARXIV.2307.10562},
  eprinttype    = {arXiv},
  eprint       = {2307.10562},
  timestamp    = {Wed, 26 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-10562.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16310,
  author       = {Zichong Li and
                  Qunzhi Xu and
                  Zhenghao Xu and
                  Yajun Mei and
                  Tuo Zhao and
                  Hongyuan Zha},
  title        = {Score Matching-based Pseudolikelihood Estimation of Neural Marked
                  Spatio-Temporal Point Process with Uncertainty Quantification},
  journal      = {CoRR},
  volume       = {abs/2310.16310},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.16310},
  doi          = {10.48550/ARXIV.2310.16310},
  eprinttype    = {arXiv},
  eprint       = {2310.16310},
  timestamp    = {Tue, 31 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-16310.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16336,
  author       = {Zichong Li and
                  Yanbo Xu and
                  Simiao Zuo and
                  Haoming Jiang and
                  Chao Zhang and
                  Tuo Zhao and
                  Hongyuan Zha},
  title        = {{SMURF-THP:} Score Matching-based UnceRtainty quantiFication for Transformer
                  Hawkes Process},
  journal      = {CoRR},
  volume       = {abs/2310.16336},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.16336},
  doi          = {10.48550/ARXIV.2310.16336},
  eprinttype    = {arXiv},
  eprint       = {2310.16336},
  timestamp    = {Tue, 31 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-16336.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-03290,
  author       = {Junjie Sheng and
                  Zixiao Huang and
                  Chuyun Shen and
                  Wenhao Li and
                  Yun Hua and
                  Bo Jin and
                  Hongyuan Zha and
                  Xiangfeng Wang},
  title        = {Can language agents be alternatives to PPO? {A} Preliminary Empirical
                  Study On OpenAI Gym},
  journal      = {CoRR},
  volume       = {abs/2312.03290},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.03290},
  doi          = {10.48550/ARXIV.2312.03290},
  eprinttype    = {arXiv},
  eprint       = {2312.03290},
  timestamp    = {Mon, 01 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-03290.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-16083,
  author       = {Sikun Yang and
                  Hongyuan Zha},
  title        = {Dynamic Latent Graph-Guided Neural Temporal Point Processes},
  journal      = {CoRR},
  volume       = {abs/2312.16083},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.16083},
  doi          = {10.48550/ARXIV.2312.16083},
  eprinttype    = {arXiv},
  eprint       = {2312.16083},
  timestamp    = {Thu, 18 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-16083.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/ShengWJYLCWZ22,
  author       = {Junjie Sheng and
                  Xiangfeng Wang and
                  Bo Jin and
                  Junchi Yan and
                  Wenhao Li and
                  Tsung{-}Hui Chang and
                  Jun Wang and
                  Hongyuan Zha},
  title        = {Learning structured communication for multi-agent reinforcement learning},
  journal      = {Auton. Agents Multi Agent Syst.},
  volume       = {36},
  number       = {2},
  pages        = {50},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10458-022-09580-8},
  doi          = {10.1007/S10458-022-09580-8},
  timestamp    = {Thu, 22 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aamas/ShengWJYLCWZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuWZJWZ22,
  author       = {Wenyan Liu and
                  Xiangfeng Wang and
                  Haikun Zheng and
                  Bo Jin and
                  Xiaoling Wang and
                  Hongyuan Zha},
  title        = {Mitigating disparate impact on model accuracy in differentially private
                  learning},
  journal      = {Inf. Sci.},
  volume       = {616},
  pages        = {108--126},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.ins.2022.10.019},
  doi          = {10.1016/J.INS.2022.10.019},
  timestamp    = {Thu, 19 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/LiuWZJWZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiWJLZ22,
  author       = {Wenhao Li and
                  Xiangfeng Wang and
                  Bo Jin and
                  Dijun Luo and
                  Hongyuan Zha},
  title        = {Structured Cooperative Reinforcement Learning With Time-Varying Composite
                  Action Space},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {44},
  number       = {11},
  pages        = {8618--8634},
  year         = {2022},
  url          = {https://doi.org/10.1109/TPAMI.2021.3102140},
  doi          = {10.1109/TPAMI.2021.3102140},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LiWJLZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamnum/LiuLZZ22,
  author       = {Shu Liu and
                  Wuchen Li and
                  Hongyuan Zha and
                  Haomin Zhou},
  title        = {Neural Parametric Fokker-Planck Equation},
  journal      = {{SIAM} J. Numer. Anal.},
  volume       = {60},
  number       = {3},
  pages        = {1385--1449},
  year         = {2022},
  url          = {https://doi.org/10.1137/20m1344986},
  doi          = {10.1137/20M1344986},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamnum/LiuLZZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuYYZ22,
  author       = {Weichang Wu and
                  Junchi Yan and
                  Xiaokang Yang and
                  Hongyuan Zha},
  title        = {Discovering Temporal Patterns for Event Sequence Clustering via Policy
                  Mixture Model},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {34},
  number       = {2},
  pages        = {573--586},
  year         = {2022},
  url          = {https://doi.org/10.1109/TKDE.2020.2986206},
  doi          = {10.1109/TKDE.2020.2986206},
  timestamp    = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/WuYYZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DuYZZ22,
  author       = {Xingbo Du and
                  Junchi Yan and
                  Rui Zhang and
                  Hongyuan Zha},
  title        = {Cross-Network Skip-Gram Embedding for Joint Network Alignment and
                  Link Prediction},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {34},
  number       = {3},
  pages        = {1080--1095},
  year         = {2022},
  url          = {https://doi.org/10.1109/TKDE.2020.2997861},
  doi          = {10.1109/TKDE.2020.2997861},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/DuYZZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/0056CZ022,
  author       = {Wei Zhang and
                  Zeyuan Chen and
                  Hongyuan Zha and
                  Jianyong Wang},
  title        = {Learning from Substitutable and Complementary Relations for Graph-based
                  Sequential Product Recommendation},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {40},
  number       = {2},
  pages        = {26:1--26:28},
  year         = {2022},
  url          = {https://doi.org/10.1145/3464302},
  doi          = {10.1145/3464302},
  timestamp    = {Tue, 15 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tois/0056CZ022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/GuoJCGZC22,
  author       = {Shunan Guo and
                  Zhuochen Jin and
                  Qing Chen and
                  David Gotz and
                  Hongyuan Zha and
                  Nan Cao},
  title        = {Interpretable Anomaly Detection in Event Sequences via Sequence Matching
                  and Visual Comparison},
  journal      = {{IEEE} Trans. Vis. Comput. Graph.},
  volume       = {28},
  number       = {12},
  pages        = {4531--4545},
  year         = {2022},
  url          = {https://doi.org/10.1109/TVCG.2021.3093585},
  doi          = {10.1109/TVCG.2021.3093585},
  timestamp    = {Sat, 16 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tvcg/GuoJCGZC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuZWLZZ22,
  author       = {Yaokang Zhu and
                  Kai Zhang and
                  Jun Wang and
                  Haibin Ling and
                  Jie Zhang and
                  Hongyuan Zha},
  title        = {Structural Landmarking and Interaction Modelling: {A} "SLIM"
                  Network for Graph Classification},
  booktitle    = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2022, Thirty-Fourth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
                  - March 1, 2022},
  pages        = {9251--9259},
  publisher    = {{AAAI} Press},
  year         = {2022},
  url          = {https://doi.org/10.1609/aaai.v36i8.20912},
  doi          = {10.1609/AAAI.V36I8.20912},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhuZWLZZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/YangWTZZ22,
  author       = {Jiachen Yang and
                  Ethan Wang and
                  Rakshit Trivedi and
                  Tuo Zhao and
                  Hongyuan Zha},
  editor       = {Piotr Faliszewski and
                  Viviana Mascardi and
                  Catherine Pelachaud and
                  Matthew E. Taylor},
  title        = {Adaptive Incentive Design with Multi-Agent Meta-Gradient Reinforcement
                  Learning},
  booktitle    = {21st International Conference on Autonomous Agents and Multiagent
                  Systems, {AAMAS} 2022, Auckland, New Zealand, May 9-13, 2022},
  pages        = {1436--1445},
  publisher    = {International Foundation for Autonomous Agents and Multiagent Systems
                  {(IFAAMAS)}},
  year         = {2022},
  url          = {https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p1436.pdf},
  doi          = {10.5555/3535850.3536010},
  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/YangWTZZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GuoTZZZ22,
  author       = {Dandan Guo and
                  Long Tian and
                  Minghe Zhang and
                  Mingyuan Zhou and
                  Hongyuan Zha},
  title        = {Learning Prototype-oriented Set Representations for Meta-Learning},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=WH6u2SvlLp4},
  timestamp    = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/GuoTZZZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiW0SZ22,
  author       = {Wenhao Li and
                  Xiangfeng Wang and
                  Bo Jin and
                  Junjie Sheng and
                  Hongyuan Zha},
  title        = {Dealing with Non-Stationarity in {MARL} via Trust-Region Decomposition},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=XHUxf5aRB3s},
  timestamp    = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/LiW0SZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiZT22,
  author       = {Ruilin Li and
                  Hongyuan Zha and
                  Molei Tao},
  title        = {Sqrt(d) Dimension Dependence of Langevin Monte Carlo},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=5-2mX9\_U5i},
  timestamp    = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/LiZT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiZT22,
  author       = {Ruilin Li and
                  Hongyuan Zha and
                  Molei Tao},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Hessian-Free High-Resolution Nesterov Acceleration For Sampling},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {13125--13162},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/li22z.html},
  timestamp    = {Tue, 12 Jul 2022 17:36:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiZT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/LiC0TZW22,
  author       = {Wenhao Li and
                  Hongjun Chen and
                  Bo Jin and
                  Wenzhe Tan and
                  Hongyuan Zha and
                  Xiangfeng Wang},
  title        = {Multi-Agent Path Finding with Prioritized Communication Learning},
  booktitle    = {2022 International Conference on Robotics and Automation, {ICRA} 2022,
                  Philadelphia, PA, USA, May 23-27, 2022},
  pages        = {10695--10701},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICRA46639.2022.9811643},
  doi          = {10.1109/ICRA46639.2022.9811643},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/LiC0TZW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ShengCCLH0ZHZPZ22,
  author       = {Junjie Sheng and
                  Shengliang Cai and
                  Haochuan Cui and
                  Wenhao Li and
                  Yun Hua and
                  Bo Jin and
                  Wenli Zhou and
                  Yiqiu Hu and
                  Lei Zhu and
                  Qian Peng and
                  Hongyuan Zha and
                  Xiangfeng Wang},
  editor       = {Luc De Raedt},
  title        = {VMAgent: {A} Practical Virtual Machine Scheduling Platform},
  booktitle    = {Proceedings of the Thirty-First International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
                  2022},
  pages        = {5944--5947},
  publisher    = {ijcai.org},
  year         = {2022},
  url          = {https://doi.org/10.24963/ijcai.2022/860},
  doi          = {10.24963/IJCAI.2022/860},
  timestamp    = {Wed, 27 Jul 2022 16:43:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/ShengCCLH0ZHZPZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZuoYLJEZZZ22,
  author       = {Simiao Zuo and
                  Yue Yu and
                  Chen Liang and
                  Haoming Jiang and
                  Siawpeng Er and
                  Chao Zhang and
                  Tuo Zhao and
                  Hongyuan Zha},
  editor       = {Marine Carpuat and
                  Marie{-}Catherine de Marneffe and
                  Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
  title        = {Self-Training with Differentiable Teacher},
  booktitle    = {Findings of the Association for Computational Linguistics: {NAACL}
                  2022, Seattle, WA, United States, July 10-15, 2022},
  pages        = {933--949},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-naacl.70},
  doi          = {10.18653/V1/2022.FINDINGS-NAACL.70},
  timestamp    = {Thu, 07 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/ZuoYLJEZZZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuoLzZZZ22,
  author       = {Dandan Guo and
                  Zhuo Li and
                  Meixi Zheng and
                  He Zhao and
                  Mingyuan Zhou and
                  Hongyuan Zha},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Learning to Re-weight Examples with Optimal Transport for Imbalanced
                  Classification},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/a39a9aceda771cded859ae7560530e09-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/GuoLzZZZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuoT0ZZ22,
  author       = {Dandan Guo and
                  Long Tian and
                  He Zhao and
                  Mingyuan Zhou and
                  Hongyuan Zha},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical
                  Optimal Transport},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/2e19dab94882bc95ed094c4399cfda02-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/GuoT0ZZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-03634,
  author       = {Wenhao Li and
                  Hongjun Chen and
                  Bo Jin and
                  Wenzhe Tan and
                  Hongyuan Zha and
                  Xiangfeng Wang},
  title        = {Multi-Agent Path Finding with Prioritized Communication Learning},
  journal      = {CoRR},
  volume       = {abs/2202.03634},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.03634},
  eprinttype    = {arXiv},
  eprint       = {2202.03634},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-03634.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04520,
  author       = {Moyi Yang and
                  Junjie Sheng and
                  Xiangfeng Wang and
                  Wenyan Liu and
                  Bo Jin and
                  Jun Wang and
                  Hongyuan Zha},
  title        = {Obtaining Dyadic Fairness by Optimal Transport},
  journal      = {CoRR},
  volume       = {abs/2202.04520},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.04520},
  eprinttype    = {arXiv},
  eprint       = {2202.04520},
  timestamp    = {Fri, 20 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-04520.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00128,
  author       = {Zhijie Chen and
                  Mingquan Feng and
                  Junchi Yan and
                  Hongyuan Zha},
  title        = {Learning Neural Hamiltonian Dynamics: {A} Methodological Overview},
  journal      = {CoRR},
  volume       = {abs/2203.00128},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.00128},
  doi          = {10.48550/ARXIV.2203.00128},
  eprinttype    = {arXiv},
  eprint       = {2203.00128},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-00128.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12654,
  author       = {Baoyuan Wu and
                  Hongrui Chen and
                  Mingda Zhang and
                  Zihao Zhu and
                  Shaokui Wei and
                  Danni Yuan and
                  Chao Shen and
                  Hongyuan Zha},
  title        = {BackdoorBench: {A} Comprehensive Benchmark of Backdoor Learning},
  journal      = {CoRR},
  volume       = {abs/2206.12654},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.12654},
  doi          = {10.48550/ARXIV.2206.12654},
  eprinttype    = {arXiv},
  eprint       = {2206.12654},
  timestamp    = {Mon, 04 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-12654.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10839,
  author       = {Hanjie Li and
                  Changsheng Li and
                  Kaituo Feng and
                  Ye Yuan and
                  Guoren Wang and
                  Hongyuan Zha},
  title        = {Robust Knowledge Adaptation for Dynamic Graph Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2207.10839},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.10839},
  doi          = {10.48550/ARXIV.2207.10839},
  eprinttype    = {arXiv},
  eprint       = {2207.10839},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-10839.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-02951,
  author       = {Dandan Guo and
                  Zhuo Li and
                  Meixi Zheng and
                  He Zhao and
                  Mingyuan Zhou and
                  Hongyuan Zha},
  title        = {Learning to Re-weight Examples with Optimal Transport for Imbalanced
                  Classification},
  journal      = {CoRR},
  volume       = {abs/2208.02951},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.02951},
  doi          = {10.48550/ARXIV.2208.02951},
  eprinttype    = {arXiv},
  eprint       = {2208.02951},
  timestamp    = {Wed, 10 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-02951.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07303,
  author       = {Simiao Zuo and
                  Tianyi Liu and
                  Tuo Zhao and
                  Hongyuan Zha},
  title        = {Differentially Private Estimation of Hawkes Process},
  journal      = {CoRR},
  volume       = {abs/2209.07303},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.07303},
  doi          = {10.48550/ARXIV.2209.07303},
  eprinttype    = {arXiv},
  eprint       = {2209.07303},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-07303.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04144,
  author       = {Dandan Guo and
                  Long Tian and
                  He Zhao and
                  Mingyuan Zhou and
                  Hongyuan Zha},
  title        = {Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical
                  Optimal Transport},
  journal      = {CoRR},
  volume       = {abs/2210.04144},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.04144},
  doi          = {10.48550/ARXIV.2210.04144},
  eprinttype    = {arXiv},
  eprint       = {2210.04144},
  timestamp    = {Wed, 12 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-04144.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-17178,
  author       = {Longkang Li and
                  Siyuan Liang and
                  Zihao Zhu and
                  Xiaochun Cao and
                  Chris Ding and
                  Hongyuan Zha and
                  Baoyuan Wu},
  title        = {Learning to Optimize Permutation Flow Shop Scheduling via Graph-based
                  Imitation Learning},
  journal      = {CoRR},
  volume       = {abs/2210.17178},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.17178},
  doi          = {10.48550/ARXIV.2210.17178},
  eprinttype    = {arXiv},
  eprint       = {2210.17178},
  timestamp    = {Thu, 03 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-17178.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-14527,
  author       = {Sikun Yang and
                  Hongyuan Zha},
  title        = {Estimating Latent Population Flows from Aggregated Data via Inversing
                  Multi-Marginal Optimal Transport},
  journal      = {CoRR},
  volume       = {abs/2212.14527},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2212.14527},
  doi          = {10.48550/ARXIV.2212.14527},
  eprinttype    = {arXiv},
  eprint       = {2212.14527},
  timestamp    = {Sun, 08 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-14527.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FuQZ21,
  author       = {Zhang{-}Hua Fu and
                  Kai{-}Bin Qiu and
                  Hongyuan Zha},
  title        = {Generalize a Small Pre-trained Model to Arbitrarily Large {TSP} Instances},
  booktitle    = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2021, Thirty-Third Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
                  2021},
  pages        = {7474--7482},
  publisher    = {{AAAI} Press},
  year         = {2021},
  url          = {https://doi.org/10.1609/aaai.v35i8.16916},
  doi          = {10.1609/AAAI.V35I8.16916},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/FuQZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuLCZ21,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Lawrence Carin and
                  Hongyuan Zha},
  title        = {Learning Graphons via Structured Gromov-Wasserstein Barycenters},
  booktitle    = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2021, Thirty-Third Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
                  2021},
  pages        = {10505--10513},
  publisher    = {{AAAI} Press},
  year         = {2021},
  url          = {https://doi.org/10.1609/aaai.v35i12.17257},
  doi          = {10.1609/AAAI.V35I12.17257},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/XuLCZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0056CDWZ021,
  author       = {Wei Zhang and
                  Zeyuan Chen and
                  Chao Dong and
                  Wen Wang and
                  Hongyuan Zha and
                  Jianyong Wang},
  title        = {Graph-Based Tri-Attention Network for Answer Ranking in {CQA}},
  booktitle    = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2021, Thirty-Third Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
                  2021},
  pages        = {14463--14471},
  publisher    = {{AAAI} Press},
  year         = {2021},
  url          = {https://doi.org/10.1609/aaai.v35i16.17700},
  doi          = {10.1609/AAAI.V35I16.17700},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/0056CDWZ021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LiWJSHZ21,
  author       = {Wenhao Li and
                  Xiangfeng Wang and
                  Bo Jin and
                  Junjie Sheng and
                  Yun Hua and
                  Hongyuan Zha},
  editor       = {Frank Dignum and
                  Alessio Lomuscio and
                  Ulle Endriss and
                  Ann Now{\'{e}}},
  title        = {Structured Diversification Emergence via Reinforced Organization Control
                  and Hierachical Consensus Learning},
  booktitle    = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
                  Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
  pages        = {773--781},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p773.pdf},
  doi          = {10.5555/3463952.3464045},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/LiWJSHZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gsi/LiuSZ21,
  author       = {Shu Liu and
                  Haodong Sun and
                  Hongyuan Zha},
  editor       = {Frank Nielsen and
                  Fr{\'{e}}d{\'{e}}ric Barbaresco},
  title        = {A Particle-Evolving Method for Approximating the Optimal Transport
                  Plan},
  booktitle    = {Geometric Science of Information - 5th International Conference, {GSI}
                  2021, Paris, France, July 21-23, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12829},
  pages        = {878--887},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-80209-7\_94},
  doi          = {10.1007/978-3-030-80209-7\_94},
  timestamp    = {Tue, 27 Jul 2021 08:16:25 +0200},
  biburl       = {https://dblp.org/rec/conf/gsi/LiuSZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XieMZXYZZ21,
  author       = {Yujia Xie and
                  Yixiu Mao and
                  Simiao Zuo and
                  Hongteng Xu and
                  Xiaojing Ye and
                  Tuo Zhao and
                  Hongyuan Zha},
  title        = {A Hypergradient Approach to Robust Regression without Correspondence},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=l35SB-\_raSQ},
  timestamp    = {Wed, 23 Jun 2021 17:36:39 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/XieMZXYZZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaLZ021,
  author       = {Shaojun Ma and
                  Shu Liu and
                  Hongyuan Zha and
                  Haomin Zhou},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {Learning Stochastic Behaviour from Aggregate Data},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {7258--7267},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/ma21c.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/MaLZ021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuZGYZ21,
  author       = {Qitian Wu and
                  Hengrui Zhang and
                  Xiaofeng Gao and
                  Junchi Yan and
                  Hongyuan Zha},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {Towards Open-World Recommendation: An Inductive Model-based Collaborative
                  Filtering Approach},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {11329--11339},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/wu21j.html},
  timestamp    = {Tue, 14 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/WuZGYZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuaWJLYHZ21,
  author       = {Yun Hua and
                  Xiangfeng Wang and
                  Bo Jin and
                  Wenhao Li and
                  Junchi Yan and
                  Xiaofeng He and
                  Hongyuan Zha},
  editor       = {Feida Zhu and
                  Beng Chin Ooi and
                  Chunyan Miao},
  title        = {{HMRL:} Hyper-Meta Learning for Sparse Reward Reinforcement Learning
                  Problem},
  booktitle    = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
  pages        = {637--645},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447548.3467242},
  doi          = {10.1145/3447548.3467242},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/HuaWJLYHZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QinFZW21,
  author       = {Zeyu Qin and
                  Yanbo Fan and
                  Hongyuan Zha and
                  Baoyuan Wu},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Random Noise Defense Against Query-Based Black-Box Attacks},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {7650--7663},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/3eb414bf1c2a66a09c185d60553417b8-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/QinFZW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuGZ21,
  author       = {Qitian Wu and
                  Rui Gao and
                  Hongyuan Zha},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Bridging Explicit and Implicit Deep Generative Models via Neural Stein
                  Estimators},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {11274--11286},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/5db60c98209913790e4fcce4597ee37c-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/WuGZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02741,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Hongyuan Zha},
  title        = {Hawkes Processes on Graphons},
  journal      = {CoRR},
  volume       = {abs/2102.02741},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.02741},
  eprinttype    = {arXiv},
  eprint       = {2102.02741},
  timestamp    = {Tue, 09 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-02741.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02992,
  author       = {Shu Liu and
                  Shaojun Ma and
                  Yongxin Chen and
                  Hongyuan Zha and
                  Haomin Zhou},
  title        = {Learning High Dimensional Wasserstein Geodesics},
  journal      = {CoRR},
  volume       = {abs/2102.02992},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.02992},
  eprinttype    = {arXiv},
  eprint       = {2102.02992},
  timestamp    = {Wed, 10 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-02992.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04775,
  author       = {Wenhao Li and
                  Xiangfeng Wang and
                  Bo Jin and
                  Junjie Sheng and
                  Yun Hua and
                  Hongyuan Zha},
  title        = {Structured Diversification Emergence via Reinforced Organization Control
                  and Hierarchical Consensus Learning},
  journal      = {CoRR},
  volume       = {abs/2102.04775},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.04775},
  eprinttype    = {arXiv},
  eprint       = {2102.04775},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-04775.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10616,
  author       = {Wenhao Li and
                  Xiangfeng Wang and
                  Bo Jin and
                  Junjie Sheng and
                  Hongyuan Zha},
  title        = {Dealing with Non-Stationarity in Multi-Agent Reinforcement Learning
                  via Trust Region Decomposition},
  journal      = {CoRR},
  volume       = {abs/2102.10616},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.10616},
  eprinttype    = {arXiv},
  eprint       = {2102.10616},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-10616.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01342,
  author       = {Jiachen Yang and
                  Tarik Dzanic and
                  Brenden K. Petersen and
                  Jun Kudo and
                  Ketan Mittal and
                  Vladimir Z. Tomov and
                  Jean{-}Sylvain Camier and
                  Tuo Zhao and
                  Hongyuan Zha and
                  Tzanio V. Kolev and
                  Robert W. Anderson and
                  Daniel M. Faissol},
  title        = {Reinforcement Learning for Adaptive Mesh Refinement},
  journal      = {CoRR},
  volume       = {abs/2103.01342},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.01342},
  eprinttype    = {arXiv},
  eprint       = {2103.01342},
  timestamp    = {Fri, 29 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-01342.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03583,
  author       = {Wei Zhang and
                  Zeyuan Chen and
                  Chao Dong and
                  Wen Wang and
                  Hongyuan Zha and
                  Jianyong Wang},
  title        = {Graph-Based Tri-Attention Network for Answer Ranking in {CQA}},
  journal      = {CoRR},
  volume       = {abs/2103.03583},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.03583},
  eprinttype    = {arXiv},
  eprint       = {2103.03583},
  timestamp    = {Thu, 01 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-03583.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-07855,
  author       = {Shaojun Ma and
                  Haomin Zhou and
                  Hongyuan Zha},
  title        = {Mean Field Game {GAN}},
  journal      = {CoRR},
  volume       = {abs/2103.07855},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.07855},
  eprinttype    = {arXiv},
  eprint       = {2103.07855},
  timestamp    = {Tue, 23 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-07855.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-11470,
  author       = {Zeyu Qin and
                  Yanbo Fan and
                  Hongyuan Zha and
                  Baoyuan Wu},
  title        = {Theoretical Study of Random Noise Defense against Query-Based Black-Box
                  Attacks},
  journal      = {CoRR},
  volume       = {abs/2104.11470},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.11470},
  eprinttype    = {arXiv},
  eprint       = {2104.11470},
  timestamp    = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-11470.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08268,
  author       = {Yan Li and
                  Lingxiao Wang and
                  Jiachen Yang and
                  Ethan Wang and
                  Zhaoran Wang and
                  Tuo Zhao and
                  Hongyuan Zha},
  title        = {Permutation Invariant Policy Optimization for Mean-Field Multi-Agent
                  Reinforcement Learning: {A} Principled Approach},
  journal      = {CoRR},
  volume       = {abs/2105.08268},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.08268},
  eprinttype    = {arXiv},
  eprint       = {2105.08268},
  timestamp    = {Wed, 27 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-08268.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02608,
  author       = {Shushan He and
                  Hongyuan Zha and
                  Xiaojing Ye},
  title        = {Influence Estimation and Maximization via Neural Mean-Field Dynamics},
  journal      = {CoRR},
  volume       = {abs/2106.02608},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.02608},
  eprinttype    = {arXiv},
  eprint       = {2106.02608},
  timestamp    = {Thu, 10 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-02608.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-03839,
  author       = {Ruilin Li and
                  Hongyuan Zha and
                  Molei Tao},
  title        = {Sqrt(d) Dimension Dependence of Langevin Monte Carlo},
  journal      = {CoRR},
  volume       = {abs/2109.03839},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.03839},
  eprinttype    = {arXiv},
  eprint       = {2109.03839},
  timestamp    = {Mon, 27 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-03839.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-07049,
  author       = {Simiao Zuo and
                  Yue Yu and
                  Chen Liang and
                  Haoming Jiang and
                  Siawpeng Er and
                  Chao Zhang and
                  Tuo Zhao and
                  Hongyuan Zha},
  title        = {Self-Training with Differentiable Teacher},
  journal      = {CoRR},
  volume       = {abs/2109.07049},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.07049},
  eprinttype    = {arXiv},
  eprint       = {2109.07049},
  timestamp    = {Thu, 07 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-07049.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07959,
  author       = {Zhiwei Tang and
                  Tsung{-}Hui Chang and
                  Xiaojing Ye and
                  Hongyuan Zha},
  title        = {Low-rank Matrix Recovery With Unknown Correspondence},
  journal      = {CoRR},
  volume       = {abs/2110.07959},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.07959},
  eprinttype    = {arXiv},
  eprint       = {2110.07959},
  timestamp    = {Fri, 22 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-07959.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09035,
  author       = {Shanchao Yang and
                  Kaili Ma and
                  Baoxiang Wang and
                  Hongyuan Zha},
  title        = {Edge Rewiring Goes Neural: Boosting Network Resilience via Policy
                  Gradient},
  journal      = {CoRR},
  volume       = {abs/2110.09035},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.09035},
  eprinttype    = {arXiv},
  eprint       = {2110.09035},
  timestamp    = {Fri, 05 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-09035.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09140,
  author       = {Dandan Guo and
                  Long Tian and
                  Minghe Zhang and
                  Mingyuan Zhou and
                  Hongyuan Zha},
  title        = {Learning Prototype-oriented Set Representations for Meta-Learning},
  journal      = {CoRR},
  volume       = {abs/2110.09140},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.09140},
  eprinttype    = {arXiv},
  eprint       = {2110.09140},
  timestamp    = {Fri, 22 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-09140.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04785,
  author       = {Junjie Sheng and
                  Shengliang Cai and
                  Haochuan Cui and
                  Wenhao Li and
                  Yun Hua and
                  Bo Jin and
                  Wenli Zhou and
                  Yiqiu Hu and
                  Lei Zhu and
                  Qian Peng and
                  Hongyuan Zha and
                  Xiangfeng Wang},
  title        = {VMAgent: Scheduling Simulator for Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2112.04785},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.04785},
  eprinttype    = {arXiv},
  eprint       = {2112.04785},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-04785.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10859,
  author       = {Jiachen Yang and
                  Ethan Wang and
                  Rakshit Trivedi and
                  Tuo Zhao and
                  Hongyuan Zha},
  title        = {Adaptive Incentive Design with Multi-Agent Meta-Gradient Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2112.10859},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.10859},
  eprinttype    = {arXiv},
  eprint       = {2112.10859},
  timestamp    = {Tue, 04 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-10859.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/RenYYYZ20,
  author       = {Zhe Ren and
                  Junchi Yan and
                  Xiaokang Yang and
                  Alan L. Yuille and
                  Hongyuan Zha},
  title        = {Unsupervised learning of optical flow with patch consistency and occlusion
                  estimation},
  journal      = {Pattern Recognit.},
  volume       = {103},
  pages        = {107191},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.patcog.2019.107191},
  doi          = {10.1016/J.PATCOG.2019.107191},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/RenYYYZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/RenLYLYYZ20,
  author       = {Zhe Ren and
                  Wenhan Luo and
                  Junchi Yan and
                  Wenlong Liao and
                  Xiaokang Yang and
                  Alan L. Yuille and
                  Hongyuan Zha},
  title        = {STFlow: Self-Taught Optical Flow Estimation Using Pseudo Labels},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {29},
  pages        = {9113--9124},
  year         = {2020},
  url          = {https://doi.org/10.1109/TIP.2020.3024015},
  doi          = {10.1109/TIP.2020.3024015},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/RenLYLYYZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HosseiniKAAFZR20,
  author       = {Seyed Abbas Hosseini and
                  Ali Khodadadi and
                  Keivan Alizadeh and
                  Ali Arabzadeh and
                  Mehrdad Farajtabar and
                  Hongyuan Zha and
                  Hamid R. Rabiee},
  title        = {Recurrent Poisson Factorization for Temporal Recommendation},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {32},
  number       = {1},
  pages        = {121--134},
  year         = {2020},
  url          = {https://doi.org/10.1109/TKDE.2018.2879796},
  doi          = {10.1109/TKDE.2018.2879796},
  timestamp    = {Thu, 19 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/HosseiniKAAFZR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XueZZ20,
  author       = {Qianming Xue and
                  Wei Zhang and
                  Hongyuan Zha},
  title        = {Improving Domain-Adapted Sentiment Classification by Deep Adversarial
                  Mutual Learning},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {9362--9369},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i05.6477},
  doi          = {10.1609/AAAI.V34I05.6477},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/XueZZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangYLZ20,
  author       = {Wei Zhang and
                  Yue Ying and
                  Pan Lu and
                  Hongyuan Zha},
  title        = {Learning Long- and Short-Term User Literal-Preference with Multimodal
                  Hierarchical Transformer Network for Personalized Image Caption},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {9571--9578},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i05.6503},
  doi          = {10.1609/AAAI.V34I05.6503},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhangYLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/YangBZ20,
  author       = {Jiachen Yang and
                  Igor Borovikov and
                  Hongyuan Zha},
  editor       = {Amal El Fallah Seghrouchni and
                  Gita Sukthankar and
                  Bo An and
                  Neil Yorke{-}Smith},
  title        = {Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill
                  Discovery},
  booktitle    = {Proceedings of the 19th International Conference on Autonomous Agents
                  and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
                  2020},
  pages        = {1566--1574},
  publisher    = {International Foundation for Autonomous Agents and Multiagent Systems},
  year         = {2020},
  url          = {https://dl.acm.org/doi/10.5555/3398761.3398941},
  doi          = {10.5555/3398761.3398941},
  timestamp    = {Tue, 26 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/YangBZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ZhangYZ20,
  author       = {Zhi Zhang and
                  Jiachen Yang and
                  Hongyuan Zha},
  editor       = {Amal El Fallah Seghrouchni and
                  Gita Sukthankar and
                  Bo An and
                  Neil Yorke{-}Smith},
  title        = {Integrating Independent and Centralized Multi-agent Reinforcement
                  Learning for Traffic Signal Network Optimization},
  booktitle    = {Proceedings of the 19th International Conference on Autonomous Agents
                  and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
                  2020},
  pages        = {2083--2085},
  publisher    = {International Foundation for Autonomous Agents and Multiagent Systems},
  year         = {2020},
  url          = {https://dl.acm.org/doi/10.5555/3398761.3399082},
  doi          = {10.5555/3398761.3399082},
  timestamp    = {Tue, 26 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/ZhangYZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/WangZFZ20,
  author       = {Wen Wang and
                  Wei Zhang and
                  Wei Feng and
                  Hongyuan Zha},
  editor       = {Yunmook Nah and
                  Bin Cui and
                  Sang{-}Won Lee and
                  Jeffrey Xu Yu and
                  Yang{-}Sae Moon and
                  Steven Euijong Whang},
  title        = {Sequential Multi-fusion Network for Multi-channel Video {CTR} Prediction},
  booktitle    = {Database Systems for Advanced Applications - 25th International Conference,
                  {DASFAA} 2020, Jeju, South Korea, September 24-27, 2020, Proceedings,
                  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12114},
  pages        = {3--18},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59419-0\_1},
  doi          = {10.1007/978-3-030-59419-0\_1},
  timestamp    = {Mon, 08 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dasfaa/WangZFZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZhuSYZ20,
  author       = {Jianchao Zhu and
                  Liangliang Shi and
                  Junchi Yan and
                  Hongyuan Zha},
  editor       = {Andrea Vedaldi and
                  Horst Bischof and
                  Thomas Brox and
                  Jan{-}Michael Frahm},
  title        = {AutoMix: Mixup Networks for Sample Interpolation via Cooperative Barycenter
                  Learning},
  booktitle    = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
                  UK, August 23-28, 2020, Proceedings, Part {X}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12355},
  pages        = {633--649},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-58607-2\_37},
  doi          = {10.1007/978-3-030-58607-2\_37},
  timestamp    = {Sat, 14 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eccv/ZhuSYZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenWHGZ20,
  author       = {Xinyun Chen and
                  Lu Wang and
                  Yizhe Hang and
                  Heng Ge and
                  Hongyuan Zha},
  title        = {Infinite-horizon Off-Policy Policy Evaluation with Multiple Behavior
                  Policies},
  booktitle    = {8th International Conference on Learning Representations, {ICLR} 2020,
                  Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher    = {OpenReview.net},
  year         = {2020},
  url          = {https://openreview.net/forum?id=rkgU1gHtvr},
  timestamp    = {Thu, 07 May 2020 17:11:47 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/ChenWHGZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YangNIFZ20,
  author       = {Jiachen Yang and
                  Alireza Nakhaei and
                  David Isele and
                  Kikuo Fujimura and
                  Hongyuan Zha},
  title        = {{CM3:} Cooperative Multi-goal Multi-stage Multi-agent Reinforcement
                  Learning},
  booktitle    = {8th International Conference on Learning Representations, {ICLR} 2020,
                  Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher    = {OpenReview.net},
  year         = {2020},
  url          = {https://openreview.net/forum?id=S1lEX04tPr},
  timestamp    = {Thu, 07 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/YangNIFZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YangPZF20,
  author       = {Jiachen Yang and
                  Brenden K. Petersen and
                  Hongyuan Zha and
                  Daniel M. Faissol},
  title        = {Single Episode Policy Transfer in Reinforcement Learning},
  booktitle    = {8th International Conference on Learning Representations, {ICLR} 2020,
                  Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher    = {OpenReview.net},
  year         = {2020},
  url          = {https://openreview.net/forum?id=rJeQoCNYDS},
  timestamp    = {Fri, 29 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/YangPZF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TrivediYZ20,
  author       = {Rakshit Trivedi and
                  Jiachen Yang and
                  Hongyuan Zha},
  title        = {GraphOpt: Learning Optimization Models of Graph Formation},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {9603--9613},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/trivedi20a.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/TrivediYZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZuoJLZZ20,
  author       = {Simiao Zuo and
                  Haoming Jiang and
                  Zichong Li and
                  Tuo Zhao and
                  Hongyuan Zha},
  title        = {Transformer Hawkes Process},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {11692--11702},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/zuo20a.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ZuoJLZZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LiWJZWZ20,
  author       = {Xin Li and
                  Xiangfeng Wang and
                  Bo Jin and
                  Wenjie Zhang and
                  Jun Wang and
                  Hongyuan Zha},
  title        = {VSB2-Net: Visual-Semantic Bi-Branch Network for Zero-Shot Hashing},
  booktitle    = {25th International Conference on Pattern Recognition, {ICPR} 2020,
                  Virtual Event / Milan, Italy, January 10-15, 2021},
  pages        = {1836--1843},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICPR48806.2021.9412798},
  doi          = {10.1109/ICPR48806.2021.9412798},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpr/LiWJZWZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/WangWJYZZ20,
  author       = {Junjie Wang and
                  Xiangfeng Wang and
                  Bo Jin and
                  Junchi Yan and
                  Wenjie Zhang and
                  Hongyuan Zha},
  title        = {Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot
                  Learning},
  booktitle    = {25th International Conference on Pattern Recognition, {ICPR} 2020,
                  Virtual Event / Milan, Italy, January 10-15, 2021},
  pages        = {1859--1866},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICPR48806.2021.9412524},
  doi          = {10.1109/ICPR48806.2021.9412524},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpr/WangWJYZZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HeZY20,
  author       = {Shushan He and
                  Hongyuan Zha and
                  Xiaojing Ye},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Network Diffusions via Neural Mean-Field Dynamics},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/1730f69e6f66d5f0c741799e82351f81-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/HeZY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TrivediZ20,
  author       = {Rakshit Trivedi and
                  Hongyuan Zha},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Learning Strategic Network Emergence Games},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/4bb236de7787ceedafdff83bb8ea4710-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/TrivediZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XieDCDZZ0P20,
  author       = {Yujia Xie and
                  Hanjun Dai and
                  Minshuo Chen and
                  Bo Dai and
                  Tuo Zhao and
                  Hongyuan Zha and
                  Wei Wei and
                  Tomas Pfister},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Differentiable Top-k with Optimal Transport},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/ec24a54d62ce57ba93a531b460fa8d18-Abstract.html},
  timestamp    = {Thu, 29 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/XieDCDZZ0P20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLFS0Z20,
  author       = {Jiachen Yang and
                  Ang Li and
                  Mehrdad Farajtabar and
                  Peter Sunehag and
                  Edward Hughes and
                  Hongyuan Zha},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Learning to Incentivize Other Learning Agents},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/ad7ed5d47b9baceb12045a929e7e2f66-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YangLFS0Z20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Wang0RQ0LZ20,
  author       = {Wen Wang and
                  Wei Zhang and
                  Jun Rao and
                  Zhijie Qiu and
                  Bo Zhang and
                  Leyu Lin and
                  Hongyuan Zha},
  editor       = {Jimmy X. Huang and
                  Yi Chang and
                  Xueqi Cheng and
                  Jaap Kamps and
                  Vanessa Murdock and
                  Ji{-}Rong Wen and
                  Yiqun Liu},
  title        = {Group-Aware Long- and Short-Term Graph Representation Learning for
                  Sequential Group Recommendation},
  booktitle    = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
                  research and development in Information Retrieval, {SIGIR} 2020, Virtual
                  Event, China, July 25-30, 2020},
  pages        = {1449--1458},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3397271.3401136},
  doi          = {10.1145/3397271.3401136},
  timestamp    = {Sun, 02 Oct 2022 16:15:14 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/Wang0RQ0LZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangYHCRWZCZ20,
  author       = {Lu Wang and
                  Wenchao Yu and
                  Xiaofeng He and
                  Wei Cheng and
                  Martin Renqiang Ren and
                  Wei Wang and
                  Bo Zong and
                  Haifeng Chen and
                  Hongyuan Zha},
  editor       = {Yennun Huang and
                  Irwin King and
                  Tie{-}Yan Liu and
                  Maarten van Steen},
  title        = {Adversarial Cooperative Imitation Learning for Dynamic Treatment Regimes{\unicode{10033}}},
  booktitle    = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
  pages        = {1785--1795},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3366423.3380248},
  doi          = {10.1145/3366423.3380248},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/WangYHCRWZCZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangZLLZLZ20,
  author       = {Wen Wang and
                  Wei Zhang and
                  Shukai Liu and
                  Qi Liu and
                  Bo Zhang and
                  Leyu Lin and
                  Hongyuan Zha},
  editor       = {Yennun Huang and
                  Irwin King and
                  Tie{-}Yan Liu and
                  Maarten van Steen},
  title        = {Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based
                  Target Behavior Prediction},
  booktitle    = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
  pages        = {3056--3062},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3366423.3380077},
  doi          = {10.1145/3366423.3380077},
  timestamp    = {Thu, 04 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/WangZLLZLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00119,
  author       = {Qianming Xue and
                  Wei Zhang and
                  Hongyuan Zha},
  title        = {Improving Domain-Adapted Sentiment Classification by Deep Adversarial
                  Mutual Learning},
  journal      = {CoRR},
  volume       = {abs/2002.00119},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.00119},
  eprinttype    = {arXiv},
  eprint       = {2002.00119},
  timestamp    = {Mon, 10 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-00119.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03513,
  author       = {Shaojun Ma and
                  Shu Liu and
                  Hongyuan Zha and
                  Haomin Zhou},
  title        = {Learning Stochastic Behaviour of Aggregate Data},
  journal      = {CoRR},
  volume       = {abs/2002.03513},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.03513},
  eprinttype    = {arXiv},
  eprint       = {2002.03513},
  timestamp    = {Wed, 12 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-03513.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03938,
  author       = {Minshuo Chen and
                  Wenjing Liao and
                  Hongyuan Zha and
                  Tuo Zhao},
  title        = {Statistical Guarantees of Generative Adversarial Networks for Distribution
                  Estimation},
  journal      = {CoRR},
  volume       = {abs/2002.03938},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.03938},
  eprinttype    = {arXiv},
  eprint       = {2002.03938},
  timestamp    = {Wed, 12 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-03938.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04235,
  author       = {Junjie Sheng and
                  Xiangfeng Wang and
                  Bo Jin and
                  Junchi Yan and
                  Wenhao Li and
                  Tsung{-}Hui Chang and
                  Jun Wang and
                  Hongyuan Zha},
  title        = {Learning Structured Communication for Multi-agent Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2002.04235},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.04235},
  eprinttype    = {arXiv},
  eprint       = {2002.04235},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-04235.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04238,
  author       = {Yun Hua and
                  Xiangfeng Wang and
                  Bo Jin and
                  Wenhao Li and
                  Junchi Yan and
                  Xiaofeng He and
                  Hongyuan Zha},
  title        = {Hyper-Meta Reinforcement Learning with Sparse Reward},
  journal      = {CoRR},
  volume       = {abs/2002.04238},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.04238},
  eprinttype    = {arXiv},
  eprint       = {2002.04238},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-04238.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06504,
  author       = {Yujia Xie and
                  Hanjun Dai and
                  Minshuo Chen and
                  Bo Dai and
                  Tuo Zhao and
                  Hongyuan Zha and
                  Wei Wei and
                  Tomas Pfister},
  title        = {Differentiable Top-k Operator with Optimal Transport},
  journal      = {CoRR},
  volume       = {abs/2002.06504},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.06504},
  eprinttype    = {arXiv},
  eprint       = {2002.06504},
  timestamp    = {Thu, 29 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-06504.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07993,
  author       = {Wen Wang and
                  Wei Zhang and
                  Shukai Liu and
                  Qi Liu and
                  Bo Zhang and
                  Leyu Lin and
                  Hongyuan Zha},
  title        = {Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based
                  Target Behavior Prediction},
  journal      = {CoRR},
  volume       = {abs/2002.07993},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.07993},
  eprinttype    = {arXiv},
  eprint       = {2002.07993},
  timestamp    = {Thu, 04 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-07993.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08949,
  author       = {Ruilin Li and
                  Xin Wang and
                  Hongyuan Zha and
                  Molei Tao},
  title        = {Improving Sampling Accuracy of Stochastic Gradient {MCMC} Methods
                  via Non-uniform Subsampling of Gradients},
  journal      = {CoRR},
  volume       = {abs/2002.08949},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.08949},
  eprinttype    = {arXiv},
  eprint       = {2002.08949},
  timestamp    = {Wed, 28 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-08949.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09291,
  author       = {Simiao Zuo and
                  Haoming Jiang and
                  Zichong Li and
                  Tuo Zhao and
                  Hongyuan Zha},
  title        = {Transformer Hawkes Process},
  journal      = {CoRR},
  volume       = {abs/2002.09291},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.09291},
  eprinttype    = {arXiv},
  eprint       = {2002.09291},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-09291.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09650,
  author       = {Haodong Sun and
                  Haomin Zhou and
                  Hongyuan Zha and
                  Xiaojing Ye},
  title        = {Learning Cost Functions for Optimal Transport},
  journal      = {CoRR},
  volume       = {abs/2002.09650},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.09650},
  eprinttype    = {arXiv},
  eprint       = {2002.09650},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-09650.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11309,
  author       = {Shu Liu and
                  Wuchen Li and
                  Hongyuan Zha and
                  Haomin Zhou},
  title        = {Neural Parametric Fokker-Planck Equations},
  journal      = {CoRR},
  volume       = {abs/2002.11309},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.11309},
  eprinttype    = {arXiv},
  eprint       = {2002.11309},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-11309.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-11145,
  author       = {Wenhao Li and
                  Bo Jin and
                  Xiangfeng Wang and
                  Junchi Yan and
                  Hongyuan Zha},
  title        = {{F2A2:} Flexible Fully-decentralized Approximate Actor-critic for
                  Cooperative Multi-agent Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2004.11145},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.11145},
  eprinttype    = {arXiv},
  eprint       = {2004.11145},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-11145.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06051,
  author       = {Jiachen Yang and
                  Ang Li and
                  Mehrdad Farajtabar and
                  Peter Sunehag and
                  Edward Hughes and
                  Hongyuan Zha},
  title        = {Learning to Incentivize Other Learning Agents},
  journal      = {CoRR},
  volume       = {abs/2006.06051},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.06051},
  eprinttype    = {arXiv},
  eprint       = {2006.06051},
  timestamp    = {Fri, 09 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-06051.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09230,
  author       = {Ruilin Li and
                  Hongyuan Zha and
                  Molei Tao},
  title        = {Hessian-Free High-Resolution Nesterov Acceleration for Sampling},
  journal      = {CoRR},
  volume       = {abs/2006.09230},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.09230},
  eprinttype    = {arXiv},
  eprint       = {2006.09230},
  timestamp    = {Tue, 23 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-09230.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09449,
  author       = {Shushan He and
                  Hongyuan Zha and
                  Xiaojing Ye},
  title        = {Network Diffusions via Neural Mean-Field Dynamics},
  journal      = {CoRR},
  volume       = {abs/2006.09449},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.09449},
  eprinttype    = {arXiv},
  eprint       = {2006.09449},
  timestamp    = {Tue, 23 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-09449.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15763,
  author       = {Kai Zhang and
                  Yaokang Zhu and
                  Jun Wang and
                  Jie Zhang and
                  Hongyuan Zha},
  title        = {Structural Landmarking and Interaction Modelling: on Resolution Dilemmas
                  in Graph Classification},
  journal      = {CoRR},
  volume       = {abs/2006.15763},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.15763},
  eprinttype    = {arXiv},
  eprint       = {2006.15763},
  timestamp    = {Wed, 01 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-15763.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03619,
  author       = {Rakshit Trivedi and
                  Jiachen Yang and
                  Hongyuan Zha},
  title        = {GraphOpt: Learning Optimization Models of Graph Formation},
  journal      = {CoRR},
  volume       = {abs/2007.03619},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.03619},
  eprinttype    = {arXiv},
  eprint       = {2007.03619},
  timestamp    = {Mon, 20 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-03619.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04833,
  author       = {Qitian Wu and
                  Hengrui Zhang and
                  Hongyuan Zha},
  title        = {Inductive Relational Matrix Completion},
  journal      = {CoRR},
  volume       = {abs/2007.04833},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.04833},
  eprinttype    = {arXiv},
  eprint       = {2007.04833},
  timestamp    = {Mon, 20 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-04833.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04102,
  author       = {Jie Wang and
                  Rui Gao and
                  Hongyuan Zha},
  title        = {Reliable Off-policy Evaluation for Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2011.04102},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.04102},
  eprinttype    = {arXiv},
  eprint       = {2011.04102},
  timestamp    = {Tue, 04 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-04102.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-00123,
  author       = {Yujia Xie and
                  Yixiu Mao and
                  Simiao Zuo and
                  Hongteng Xu and
                  Xiaojing Ye and
                  Tuo Zhao and
                  Hongyuan Zha},
  title        = {A Hypergradient Approach to Robust Regression without Correspondence},
  journal      = {CoRR},
  volume       = {abs/2012.00123},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.00123},
  eprinttype    = {arXiv},
  eprint       = {2012.00123},
  timestamp    = {Fri, 04 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-00123.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-05644,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Lawrence Carin and
                  Hongyuan Zha},
  title        = {Learning Graphons via Structured Gromov-Wasserstein Barycenters},
  journal      = {CoRR},
  volume       = {abs/2012.05644},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.05644},
  eprinttype    = {arXiv},
  eprint       = {2012.05644},
  timestamp    = {Sat, 02 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-05644.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10658,
  author       = {Zhang{-}Hua Fu and
                  Kai{-}Bin Qiu and
                  Hongyuan Zha},
  title        = {Generalize a Small Pre-trained Model to Arbitrarily Large {TSP} Instances},
  journal      = {CoRR},
  volume       = {abs/2012.10658},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.10658},
  eprinttype    = {arXiv},
  eprint       = {2012.10658},
  timestamp    = {Mon, 04 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-10658.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WangFHZZ19,
  author       = {Chengyu Wang and
                  Yan Fan and
                  Xiaofeng He and
                  Hongyuan Zha and
                  Aoying Zhou},
  title        = {Idiomaticity Prediction of Chinese Noun Compounds and Its Applications},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {142866--142878},
  year         = {2019},
  url          = {https://doi.org/10.1109/ACCESS.2019.2944572},
  doi          = {10.1109/ACCESS.2019.2944572},
  timestamp    = {Thu, 07 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/WangFHZZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiYZZ19,
  author       = {Ruilin Li and
                  Xiaojing Ye and
                  Haomin Zhou and
                  Hongyuan Zha},
  title        = {Learning to Match via Inverse Optimal Transport},
  journal      = {J. Mach. Learn. Res.},
  volume       = {20},
  pages        = {80:1--80:37},
  year         = {2019},
  url          = {http://jmlr.org/papers/v20/18-700.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LiYZZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiWDYLZ19,
  author       = {Changsheng Li and
                  Xiangfeng Wang and
                  Weishan Dong and
                  Junchi Yan and
                  Qingshan Liu and
                  Hongyuan Zha},
  title        = {Joint Active Learning with Feature Selection via {CUR} Matrix Decomposition},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {41},
  number       = {6},
  pages        = {1382--1396},
  year         = {2019},
  url          = {https://doi.org/10.1109/TPAMI.2018.2840980},
  doi          = {10.1109/TPAMI.2018.2840980},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LiWDYLZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/XiaoYFSYZ19,
  author       = {Shuai Xiao and
                  Junchi Yan and
                  Mehrdad Farajtabar and
                  Le Song and
                  Xiaokang Yang and
                  Hongyuan Zha},
  title        = {Learning Time Series Associated Event Sequences With Recurrent Point
                  Process Networks},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {30},
  number       = {10},
  pages        = {3124--3136},
  year         = {2019},
  url          = {https://doi.org/10.1109/TNNLS.2018.2889776},
  doi          = {10.1109/TNNLS.2018.2889776},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/XiaoYFSYZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ChenZXQZ19,
  author       = {Xu Chen and
                  Yongfeng Zhang and
                  Hongteng Xu and
                  Zheng Qin and
                  Hongyuan Zha},
  title        = {Adversarial Distillation for Efficient Recommendation with External
                  Knowledge},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {37},
  number       = {1},
  pages        = {12:1--12:28},
  year         = {2019},
  url          = {https://doi.org/10.1145/3281659},
  doi          = {10.1145/3281659},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tois/ChenZXQZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/GuoJGDZC19,
  author       = {Shunan Guo and
                  Zhuochen Jin and
                  David Gotz and
                  Fan Du and
                  Hongyuan Zha and
                  Nan Cao},
  title        = {Visual Progression Analysis of Event Sequence Data},
  journal      = {{IEEE} Trans. Vis. Comput. Graph.},
  volume       = {25},
  number       = {1},
  pages        = {417--426},
  year         = {2019},
  url          = {https://doi.org/10.1109/TVCG.2018.2864885},
  doi          = {10.1109/TVCG.2018.2864885},
  timestamp    = {Sat, 16 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tvcg/GuoJGDZC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/GuoJCGZC19,
  author       = {Shunan Guo and
                  Zhuochen Jin and
                  Qing Chen and
                  David Gotz and
                  Hongyuan Zha and
                  Nan Cao},
  editor       = {Chaitanya K. Baru and
                  Jun Huan and
                  Latifur Khan and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yuanyuan Tian and
                  Roger S. Barga and
                  Carlo Zaniolo and
                  Kisung Lee and
                  Yanfang (Fanny) Ye},
  title        = {Visual Anomaly Detection in Event Sequence Data},
  booktitle    = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
                  Los Angeles, CA, USA, December 9-12, 2019},
  pages        = {1125--1130},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BigData47090.2019.9005687},
  doi          = {10.1109/BIGDATA47090.2019.9005687},
  timestamp    = {Sat, 16 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/GuoJCGZC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/GuoDMKKLKZC19,
  author       = {Shunan Guo and
                  Fan Du and
                  Sana Malik and
                  Eunyee Koh and
                  Sungchul Kim and
                  Zhicheng Liu and
                  Donghyun Kim and
                  Hongyuan Zha and
                  Nan Cao},
  editor       = {Stephen A. Brewster and
                  Geraldine Fitzpatrick and
                  Anna L. Cox and
                  Vassilis Kostakos},
  title        = {Visualizing Uncertainty and Alternatives in Event Sequence Predictions},
  booktitle    = {Proceedings of the 2019 {CHI} Conference on Human Factors in Computing
                  Systems, {CHI} 2019, Glasgow, Scotland, UK, May 04-09, 2019},
  pages        = {573},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3290605.3300803},
  doi          = {10.1145/3290605.3300803},
  timestamp    = {Wed, 28 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/chi/GuoDMKKLKZC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gsi/LiLZ019,
  author       = {Wuchen Li and
                  Shu Liu and
                  Hongyuan Zha and
                  Haomin Zhou},
  editor       = {Frank Nielsen and
                  Fr{\'{e}}d{\'{e}}ric Barbaresco},
  title        = {Parametric Fokker-Planck Equation},
  booktitle    = {Geometric Science of Information - 4th International Conference, {GSI}
                  2019, Toulouse, France, August 27-29, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11712},
  pages        = {715--724},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-26980-7\_74},
  doi          = {10.1007/978-3-030-26980-7\_74},
  timestamp    = {Mon, 19 Aug 2019 16:14:58 +0200},
  biburl       = {https://dblp.org/rec/conf/gsi/LiLZ019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangYWC0ZHC19,
  author       = {Lu Wang and
                  Wenchao Yu and
                  Wei Wang and
                  Wei Cheng and
                  Wei Zhang and
                  Hongyuan Zha and
                  Xiaofeng He and
                  Haifeng Chen},
  editor       = {Jianyong Wang and
                  Kyuseok Shim and
                  Xindong Wu},
  title        = {Learning Robust Representations with Graph Denoising Policy Network},
  booktitle    = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
                  Beijing, China, November 8-11, 2019},
  pages        = {1378--1383},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICDM.2019.00177},
  doi          = {10.1109/ICDM.2019.00177},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/WangYWC0ZHC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TrivediFBZ19,
  author       = {Rakshit Trivedi and
                  Mehrdad Farajtabar and
                  Prasenjeet Biswal and
                  Hongyuan Zha},
  title        = {DyRep: Learning Representations over Dynamic Graphs},
  booktitle    = {7th International Conference on Learning Representations, {ICLR} 2019,
                  New Orleans, LA, USA, May 6-9, 2019},
  publisher    = {OpenReview.net},
  year         = {2019},
  url          = {https://openreview.net/forum?id=HyePrhR5KX},
  timestamp    = {Thu, 25 Jul 2019 13:03:15 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/TrivediFBZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XieCJZZ19,
  author       = {Yujia Xie and
                  Minshuo Chen and
                  Haoming Jiang and
                  Tuo Zhao and
                  Hongyuan Zha},
  title        = {On Scalable and Efficient Computation of Large Scale Optimal Transport},
  booktitle    = {Deep Generative Models for Highly Structured Data, {ICLR} 2019 Workshop,
                  New Orleans, Louisiana, United States, May 6, 2019},
  publisher    = {OpenReview.net},
  year         = {2019},
  url          = {https://openreview.net/forum?id=S1xA7ILFOV},
  timestamp    = {Thu, 25 Jul 2019 16:26:32 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/XieCJZZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieCJZZ19,
  author       = {Yujia Xie and
                  Minshuo Chen and
                  Haoming Jiang and
                  Tuo Zhao and
                  Hongyuan Zha},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {On Scalable and Efficient Computation of Large Scale Optimal Transport},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {6882--6892},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/xie19a.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/XieCJZZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuLZC19,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Hongyuan Zha and
                  Lawrence Carin},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Gromov-Wasserstein Learning for Graph Matching and Node Embedding},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {6932--6941},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/xu19b.html},
  timestamp    = {Tue, 11 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/XuLZC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DuYZ19,
  author       = {Xingbo Du and
                  Junchi Yan and
                  Hongyuan Zha},
  editor       = {Sarit Kraus},
  title        = {Joint Link Prediction and Network Alignment via Cross-graph Embedding},
  booktitle    = {Proceedings of the Twenty-Eighth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
                  2019},
  pages        = {2251--2257},
  publisher    = {ijcai.org},
  year         = {2019},
  url          = {https://doi.org/10.24963/ijcai.2019/312},
  doi          = {10.24963/IJCAI.2019/312},
  timestamp    = {Tue, 20 Aug 2019 16:18:18 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/DuYZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XieJLZZ19,
  author       = {Yujia Xie and
                  Haoming Jiang and
                  Feng Liu and
                  Tuo Zhao and
                  Hongyuan Zha},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Meta Learning with Relational Information for Short Sequences},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {9901--9912},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/6fe43269967adbb64ec6149852b5cc3e-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/XieJLZZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ChenCXZ0QZ19,
  author       = {Xu Chen and
                  Hanxiong Chen and
                  Hongteng Xu and
                  Yongfeng Zhang and
                  Yixin Cao and
                  Zheng Qin and
                  Hongyuan Zha},
  editor       = {Benjamin Piwowarski and
                  Max Chevalier and
                  {\'{E}}ric Gaussier and
                  Yoelle Maarek and
                  Jian{-}Yun Nie and
                  Falk Scholer},
  title        = {Personalized Fashion Recommendation with Visual Explanations based
                  on Multimodal Attention Network: Towards Visually Explainable Recommendation},
  booktitle    = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on
                  Research and Development in Information Retrieval, {SIGIR} 2019, Paris,
                  France, July 21-25, 2019},
  pages        = {765--774},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3331184.3331254},
  doi          = {10.1145/3331184.3331254},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/ChenCXZ0QZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XieWWZ19,
  author       = {Yujia Xie and
                  Xiangfeng Wang and
                  Ruijia Wang and
                  Hongyuan Zha},
  editor       = {Amir Globerson and
                  Ricardo Silva},
  title        = {A Fast Proximal Point Method for Computing Exact Wasserstein Distance},
  booktitle    = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
  series       = {Proceedings of Machine Learning Research},
  volume       = {115},
  pages        = {433--453},
  publisher    = {{AUAI} Press},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v115/xie20b.html},
  timestamp    = {Tue, 15 Dec 2020 17:40:18 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/XieWWZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-06003,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Hongyuan Zha and
                  Lawrence Carin},
  title        = {Gromov-Wasserstein Learning for Graph Matching and Node Embedding},
  journal      = {CoRR},
  volume       = {abs/1901.06003},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.06003},
  eprinttype    = {arXiv},
  eprint       = {1901.06003},
  timestamp    = {Fri, 01 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-06003.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00158,
  author       = {Yujia Xie and
                  Minshuo Chen and
                  Haoming Jiang and
                  Tuo Zhao and
                  Hongyuan Zha},
  title        = {On Scalable and Efficient Computation of Large Scale Optimal Transport},
  journal      = {CoRR},
  volume       = {abs/1905.00158},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.00158},
  eprinttype    = {arXiv},
  eprint       = {1905.00158},
  timestamp    = {Mon, 27 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-00158.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12345,
  author       = {Weichang Wu and
                  Junchi Yan and
                  Xiaokang Yang and
                  Hongyuan Zha},
  title        = {Reinforcement Learning with Policy Mixture Model for Temporal Point
                  Processes Clustering},
  journal      = {CoRR},
  volume       = {abs/1905.12345},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.12345},
  eprinttype    = {arXiv},
  eprint       = {1905.12345},
  timestamp    = {Mon, 03 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-12345.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10896,
  author       = {Shunan Guo and
                  Zhuochen Jin and
                  Qing Chen and
                  David Gotz and
                  Hongyuan Zha and
                  Nan Cao},
  title        = {Visual Anomaly Detection in Event Sequence Data},
  journal      = {CoRR},
  volume       = {abs/1906.10896},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.10896},
  eprinttype    = {arXiv},
  eprint       = {1906.10896},
  timestamp    = {Sat, 16 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-10896.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-01623,
  author       = {Weichang Wu and
                  Huanxi Liu and
                  Xiaohu Zhang and
                  Yu Liu and
                  Hongyuan Zha},
  title        = {Modeling Event Propagation via Graph Biased Temporal Point Process},
  journal      = {CoRR},
  volume       = {abs/1908.01623},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.01623},
  eprinttype    = {arXiv},
  eprint       = {1908.01623},
  timestamp    = {Fri, 09 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-01623.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-02105,
  author       = {Yujia Xie and
                  Haoming Jiang and
                  Feng Liu and
                  Tuo Zhao and
                  Hongyuan Zha},
  title        = {Meta Learning with Relational Information for Short Sequences},
  journal      = {CoRR},
  volume       = {abs/1909.02105},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.02105},
  eprinttype    = {arXiv},
  eprint       = {1909.02105},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-02105.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-10651,
  author       = {Zhi Zhang and
                  Jiachen Yang and
                  Hongyuan Zha},
  title        = {Integrating independent and centralized multi-agent reinforcement
                  learning for traffic signal network optimization},
  journal      = {CoRR},
  volume       = {abs/1909.10651},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.10651},
  eprinttype    = {arXiv},
  eprint       = {1909.10651},
  timestamp    = {Fri, 27 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-10651.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13035,
  author       = {Qitian Wu and
                  Rui Gao and
                  Hongyuan Zha},
  title        = {Stein Bridging: Enabling Mutual Reinforcement between Explicit and
                  Implicit Generative Models},
  journal      = {CoRR},
  volume       = {abs/1909.13035},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.13035},
  eprinttype    = {arXiv},
  eprint       = {1909.13035},
  timestamp    = {Wed, 02 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-13035.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01784,
  author       = {Lu Wang and
                  Wenchao Yu and
                  Wei Wang and
                  Wei Cheng and
                  Wei Zhang and
                  Hongyuan Zha and
                  Xiaofeng He and
                  Haifeng Chen},
  title        = {Learning Robust Representations with Graph Denoising Policy Network},
  journal      = {CoRR},
  volume       = {abs/1910.01784},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.01784},
  eprinttype    = {arXiv},
  eprint       = {1910.01784},
  timestamp    = {Fri, 18 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-01784.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04849,
  author       = {Xinyun Chen and
                  Lu Wang and
                  Yizhe Hang and
                  Heng Ge and
                  Hongyuan Zha},
  title        = {Infinite-horizon Off-Policy Policy Evaluation with Multiple Behavior
                  Policies},
  journal      = {CoRR},
  volume       = {abs/1910.04849},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.04849},
  eprinttype    = {arXiv},
  eprint       = {1910.04849},
  timestamp    = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-04849.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-07719,
  author       = {Jiachen Yang and
                  Brenden K. Petersen and
                  Hongyuan Zha and
                  Daniel M. Faissol},
  title        = {Single Episode Policy Transfer in Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/1910.07719},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.07719},
  eprinttype    = {arXiv},
  eprint       = {1910.07719},
  timestamp    = {Fri, 29 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-07719.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09046,
  author       = {Junjie Wang and
                  Xiangfeng Wang and
                  Bo Jin and
                  Junchi Yan and
                  Wenjie Zhang and
                  Hongyuan Zha},
  title        = {Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot
                  Learning},
  journal      = {CoRR},
  volume       = {abs/1911.09046},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.09046},
  eprinttype    = {arXiv},
  eprint       = {1911.09046},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-09046.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03558,
  author       = {Jiachen Yang and
                  Igor Borovikov and
                  Hongyuan Zha},
  title        = {Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill
                  Discovery},
  journal      = {CoRR},
  volume       = {abs/1912.03558},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.03558},
  eprinttype    = {arXiv},
  eprint       = {1912.03558},
  timestamp    = {Thu, 02 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-03558.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/XiaoYYZ18,
  author       = {Shuai Xiao and
                  Junchi Yan and
                  Xiaokang Yang and
                  Hongyuan Zha},
  title        = {Publication Popularity Modeling via Adversarial Learning of Profile-Specific
                  Dynamic Process},
  journal      = {{IEEE} Access},
  volume       = {6},
  pages        = {19984--19992},
  year         = {2018},
  url          = {https://doi.org/10.1109/ACCESS.2018.2809687},
  doi          = {10.1109/ACCESS.2018.2809687},
  timestamp    = {Wed, 04 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/XiaoYYZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangZYYZ18,
  author       = {Xiangfeng Wang and
                  Wenjie Zhang and
                  Junchi Yan and
                  Xiaoming Yuan and
                  Hongyuan Zha},
  title        = {On the flexibility of block coordinate descent for large-scale optimization},
  journal      = {Neurocomputing},
  volume       = {272},
  pages        = {471--480},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.neucom.2017.07.024},
  doi          = {10.1016/J.NEUCOM.2017.07.024},
  timestamp    = {Wed, 01 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/WangZYYZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/ChowYZZ18,
  author       = {Shui{-}Nee Chow and
                  Xiaojing Ye and
                  Hongyuan Zha and
                  Haomin Zhou},
  title        = {Influence prediction for continuous-time information propagation on
                  networks},
  journal      = {Networks Heterog. Media},
  volume       = {13},
  number       = {4},
  pages        = {567--583},
  year         = {2018},
  url          = {https://doi.org/10.3934/nhm.2018026},
  doi          = {10.3934/NHM.2018026},
  timestamp    = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nhm/ChowYZZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LiZ18,
  author       = {Liangda Li and
                  Hongyuan Zha},
  title        = {Energy Usage Behavior Modeling in Energy Disaggregation via Hawkes
                  Processes},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {9},
  number       = {3},
  pages        = {36:1--36:22},
  year         = {2018},
  url          = {https://doi.org/10.1145/3108413},
  doi          = {10.1145/3108413},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/LiZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhuWZG18,
  author       = {Yujin Zhu and
                  Zhe Wang and
                  Hongyuan Zha and
                  Daqi Gao},
  title        = {Boundary-Eliminated Pseudoinverse Linear Discriminant for Imbalanced
                  Problems},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {29},
  number       = {6},
  pages        = {2581--2594},
  year         = {2018},
  url          = {https://doi.org/10.1109/TNNLS.2017.2676239},
  doi          = {10.1109/TNNLS.2017.2676239},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/ZhuWZG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiWYZLZ18,
  author       = {Changsheng Li and
                  Fan Wei and
                  Junchi Yan and
                  Xiaoyu Zhang and
                  Qingshan Liu and
                  Hongyuan Zha},
  title        = {A Self-Paced Regularization Framework for Multilabel Learning},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {29},
  number       = {6},
  pages        = {2660--2666},
  year         = {2018},
  url          = {https://doi.org/10.1109/TNNLS.2017.2697767},
  doi          = {10.1109/TNNLS.2017.2697767},
  timestamp    = {Mon, 09 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/LiWYZLZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/XuYDZ18,
  author       = {Hongteng Xu and
                  Licheng Yu and
                  Mark A. Davenport and
                  Hongyuan Zha},
  title        = {A Unified Framework for Manifold Landmarking},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {66},
  number       = {21},
  pages        = {5563--5576},
  year         = {2018},
  url          = {https://doi.org/10.1109/TSP.2018.2869116},
  doi          = {10.1109/TSP.2018.2869116},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/XuYDZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/GuoXZGZC18,
  author       = {Shunan Guo and
                  Ke Xu and
                  Rongwen Zhao and
                  David Gotz and
                  Hongyuan Zha and
                  Nan Cao},
  title        = {EventThread: Visual Summarization and Stage Analysis of Event Sequence
                  Data},
  journal      = {{IEEE} Trans. Vis. Comput. Graph.},
  volume       = {24},
  number       = {1},
  pages        = {56--65},
  year         = {2018},
  url          = {https://doi.org/10.1109/TVCG.2017.2745320},
  doi          = {10.1109/TVCG.2017.2745320},
  timestamp    = {Sat, 16 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tvcg/GuoXZGZC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangLPWYZ18,
  author       = {Ao Zhang and
                  Nan Li and
                  Jian Pu and
                  Jun Wang and
                  Junchi Yan and
                  Hongyuan Zha},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Tau-FPL: Tolerance-Constrained Learning in Linear Time},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {4398--4405},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.11789},
  doi          = {10.1609/AAAI.V32I1.11789},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhangLPWYZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiaoXYFYSZ18,
  author       = {Shuai Xiao and
                  Hongteng Xu and
                  Junchi Yan and
                  Mehrdad Farajtabar and
                  Xiaokang Yang and
                  Le Song and
                  Hongyuan Zha},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Learning Conditional Generative Models for Temporal Point Processes},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {6302--6310},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.12072},
  doi          = {10.1609/AAAI.V32I1.12072},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/XiaoXYFYSZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/FaloutsosTSDMZ18,
  author       = {Rakshit Trivedi and
                  Bunyamin Sisman and
                  Xin Luna Dong and
                  Christos Faloutsos and
                  Jun Ma and
                  Hongyuan Zha},
  editor       = {Iryna Gurevych and
                  Yusuke Miyao},
  title        = {LinkNBed: Multi-Graph Representation Learning with Entity Linkage},
  booktitle    = {Proceedings of the 56th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
                  1: Long Papers},
  pages        = {252--262},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://aclanthology.org/P18-1024/},
  doi          = {10.18653/V1/P18-1024},
  timestamp    = {Thu, 27 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/FaloutsosTSDMZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangLMBZSX18,
  author       = {Yisen Wang and
                  Weiyang Liu and
                  Xingjun Ma and
                  James Bailey and
                  Hongyuan Zha and
                  Le Song and
                  Shu{-}Tao Xia},
  title        = {Iterative Learning With Open-Set Noisy Labels},
  booktitle    = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
  pages        = {8688--8696},
  publisher    = {Computer Vision Foundation / {IEEE} Computer Society},
  year         = {2018},
  url          = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Wang\_Iterative\_Learning\_With\_CVPR\_2018\_paper.html},
  doi          = {10.1109/CVPR.2018.00906},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/WangLMBZSX18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/WangZHZ18,
  author       = {Lu Wang and
                  Wei Zhang and
                  Xiaofeng He and
                  Hongyuan Zha},
  editor       = {Jian Pei and
                  Yannis Manolopoulos and
                  Shazia W. Sadiq and
                  Jianxin Li},
  title        = {Personalized Prescription for Comorbidity},
  booktitle    = {Database Systems for Advanced Applications - 23rd International Conference,
                  {DASFAA} 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10828},
  pages        = {3--19},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-91458-9\_1},
  doi          = {10.1007/978-3-319-91458-9\_1},
  timestamp    = {Fri, 03 Apr 2020 17:07:24 +0200},
  biburl       = {https://dblp.org/rec/conf/dasfaa/WangZHZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YangYTXZ18,
  author       = {Jiachen Yang and
                  Xiaojing Ye and
                  Rakshit Trivedi and
                  Huan Xu and
                  Hongyuan Zha},
  title        = {Learning Deep Mean Field Games for Modeling Large Population Behavior},
  booktitle    = {6th International Conference on Learning Representations, {ICLR} 2018,
                  Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
  publisher    = {OpenReview.net},
  year         = {2018},
  url          = {https://openreview.net/forum?id=HktK4BeCZ},
  timestamp    = {Thu, 04 Apr 2019 13:20:09 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/YangYTXZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuCZ18,
  author       = {Hongteng Xu and
                  Lawrence Carin and
                  Hongyuan Zha},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {Learning Registered Point Processes from Idiosyncratic Observations},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {5439--5448},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/xu18b.html},
  timestamp    = {Wed, 03 Apr 2019 18:17:30 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/XuCZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangZWYZ18,
  author       = {Wen Wang and
                  Wei Zhang and
                  Jun Wang and
                  Junchi Yan and
                  Hongyuan Zha},
  editor       = {J{\'{e}}r{\^{o}}me Lang},
  title        = {Learning Sequential Correlation for User Generated Textual Content
                  Popularity Prediction},
  booktitle    = {Proceedings of the Twenty-Seventh International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
                  Sweden},
  pages        = {1625--1631},
  publisher    = {ijcai.org},
  year         = {2018},
  url          = {https://doi.org/10.24963/ijcai.2018/225},
  doi          = {10.24963/IJCAI.2018/225},
  timestamp    = {Wed, 22 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/WangZWYZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YanLSLZ18,
  author       = {Junchi Yan and
                  Xin Liu and
                  Liangliang Shi and
                  Changsheng Li and
                  Hongyuan Zha},
  editor       = {J{\'{e}}r{\^{o}}me Lang},
  title        = {Improving Maximum Likelihood Estimation of Temporal Point Process
                  via Discriminative and Adversarial Learning},
  booktitle    = {Proceedings of the Twenty-Seventh International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
                  Sweden},
  pages        = {2948--2954},
  publisher    = {ijcai.org},
  year         = {2018},
  url          = {https://doi.org/10.24963/ijcai.2018/409},
  doi          = {10.24963/IJCAI.2018/409},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/YanLSLZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuptaFDZ18,
  author       = {Amrita Gupta and
                  Mehrdad Farajtabar and
                  Bistra Dilkina and
                  Hongyuan Zha},
  editor       = {J{\'{e}}r{\^{o}}me Lang},
  title        = {Discrete Interventions in Hawkes Processes with Applications in Invasive
                  Species Management},
  booktitle    = {Proceedings of the Twenty-Seventh International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
                  Sweden},
  pages        = {3385--3392},
  publisher    = {ijcai.org},
  year         = {2018},
  url          = {https://doi.org/10.24963/ijcai.2018/470},
  doi          = {10.24963/IJCAI.2018/470},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/GuptaFDZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangZHZ18,
  author       = {Lu Wang and
                  Wei Zhang and
                  Xiaofeng He and
                  Hongyuan Zha},
  editor       = {Yike Guo and
                  Faisal Farooq},
  title        = {Supervised Reinforcement Learning with Recurrent Neural Network for
                  Dynamic Treatment Recommendation},
  booktitle    = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
                  August 19-23, 2018},
  pages        = {2447--2456},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3219819.3219961},
  doi          = {10.1145/3219819.3219961},
  timestamp    = {Wed, 21 Nov 2018 12:44:27 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/WangZHZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuYYZ18,
  author       = {Weichang Wu and
                  Junchi Yan and
                  Xiaokang Yang and
                  Hongyuan Zha},
  editor       = {Yike Guo and
                  Faisal Farooq},
  title        = {Decoupled Learning for Factorial Marked Temporal Point Processes},
  booktitle    = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
                  August 19-23, 2018},
  pages        = {2516--2525},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3219819.3220035},
  doi          = {10.1145/3219819.3220035},
  timestamp    = {Wed, 21 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/WuYYZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/ZhangYWZ18,
  author       = {Wenjie Zhang and
                  Junchi Yan and
                  Xiangfeng Wang and
                  Hongyuan Zha},
  editor       = {Kiyoharu Aizawa and
                  Michael S. Lew and
                  Shin'ichi Satoh},
  title        = {Deep Extreme Multi-label Learning},
  booktitle    = {Proceedings of the 2018 {ACM} on International Conference on Multimedia
                  Retrieval, {ICMR} 2018, Yokohama, Japan, June 11-14, 2018},
  pages        = {100--107},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3206025.3206030},
  doi          = {10.1145/3206025.3206030},
  timestamp    = {Thu, 29 Jul 2021 12:11:15 +0200},
  biburl       = {https://dblp.org/rec/conf/mir/ZhangYWZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiangZJXSZ18,
  author       = {Wenwei Liang and
                  Wei Zhang and
                  Bo Jin and
                  Jiangjiang Xu and
                  Linhua Shu and
                  Hongyuan Zha},
  editor       = {Kevyn Collins{-}Thompson and
                  Qiaozhu Mei and
                  Brian D. Davison and
                  Yiqun Liu and
                  Emine Yilmaz},
  title        = {Learning to Detect Pathogenic Microorganism of Community-acquired
                  Pneumonia},
  booktitle    = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
                  Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
                  USA, July 08-12, 2018},
  pages        = {969--972},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3209978.3210112},
  doi          = {10.1145/3209978.3210112},
  timestamp    = {Wed, 27 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/LiangZJXSZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangDKEBZ18,
  author       = {Yisen Wang and
                  Bo Dai and
                  Lingkai Kong and
                  Sarah Monazam Erfani and
                  James Bailey and
                  Hongyuan Zha},
  editor       = {Amir Globerson and
                  Ricardo Silva},
  title        = {Learning Deep Hidden Nonlinear Dynamics from Aggregate Data},
  booktitle    = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
                  2018},
  pages        = {83--92},
  publisher    = {{AUAI} Press},
  year         = {2018},
  url          = {http://auai.org/uai2018/proceedings/papers/39.pdf},
  timestamp    = {Tue, 04 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/uai/WangDKEBZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChenXZT0QZ18,
  author       = {Xu Chen and
                  Hongteng Xu and
                  Yongfeng Zhang and
                  Jiaxi Tang and
                  Yixin Cao and
                  Zheng Qin and
                  Hongyuan Zha},
  editor       = {Yi Chang and
                  Chengxiang Zhai and
                  Yan Liu and
                  Yoelle Maarek},
  title        = {Sequential Recommendation with User Memory Networks},
  booktitle    = {Proceedings of the Eleventh {ACM} International Conference on Web
                  Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
                  5-9, 2018},
  pages        = {108--116},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3159652.3159668},
  doi          = {10.1145/3159652.3159668},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/wsdm/ChenXZT0QZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FarajtabarGWLZS18,
  author       = {Mehrdad Farajtabar and
                  Manuel Gomez{-}Rodriguez and
                  Yichen Wang and
                  Shuang Li and
                  Hongyuan Zha and
                  Le Song},
  editor       = {Pierre{-}Antoine Champin and
                  Fabien Gandon and
                  Mounia Lalmas and
                  Panagiotis G. Ipeirotis},
  title        = {{COEVOLVE:} {A} Joint Point Process Model for Information Diffusion
                  and Network Co-evolution},
  booktitle    = {Companion of the The Web Conference 2018 on The Web Conference 2018,
                  {WWW} 2018, Lyon , France, April 23-27, 2018},
  pages        = {473--477},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3184558.3186236},
  doi          = {10.1145/3184558.3186236},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/FarajtabarGWLZS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangWWZ18,
  author       = {Wei Zhang and
                  Wen Wang and
                  Jun Wang and
                  Hongyuan Zha},
  editor       = {Pierre{-}Antoine Champin and
                  Fabien Gandon and
                  Mounia Lalmas and
                  Panagiotis G. Ipeirotis},
  title        = {User-guided Hierarchical Attention Network for Multi-modal Social
                  Image Popularity Prediction},
  booktitle    = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
                  {WWW} 2018, Lyon, France, April 23-27, 2018},
  pages        = {1277--1286},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3178876.3186026},
  doi          = {10.1145/3178876.3186026},
  timestamp    = {Wed, 22 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/www/ZhangWWZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-04701,
  author       = {Ao Zhang and
                  Nan Li and
                  Jian Pu and
                  Jun Wang and
                  Junchi Yan and
                  Hongyuan Zha},
  title        = {tau-FPL: Tolerance-Constrained Learning in Linear Time},
  journal      = {CoRR},
  volume       = {abs/1801.04701},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.04701},
  eprinttype    = {arXiv},
  eprint       = {1801.04701},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-04701.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-06805,
  author       = {Weichang Wu and
                  Junchi Yan and
                  Xiaokang Yang and
                  Hongyuan Zha},
  title        = {Decoupled Learning for Factorial Marked Temporal Point Processes},
  journal      = {CoRR},
  volume       = {abs/1801.06805},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.06805},
  eprinttype    = {arXiv},
  eprint       = {1801.06805},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-06805.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-10288,
  author       = {Xu Chen and
                  Yongfeng Zhang and
                  Hongteng Xu and
                  Yixin Cao and
                  Zheng Qin and
                  Hongyuan Zha},
  title        = {Visually Explainable Recommendation},
  journal      = {CoRR},
  volume       = {abs/1801.10288},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.10288},
  eprinttype    = {arXiv},
  eprint       = {1801.10288},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-10288.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03644,
  author       = {Ruilin Li and
                  Xiaojing Ye and
                  Haomin Zhou and
                  Hongyuan Zha},
  title        = {Learning to Recommend via Inverse Optimal Matching},
  journal      = {CoRR},
  volume       = {abs/1802.03644},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.03644},
  eprinttype    = {arXiv},
  eprint       = {1802.03644},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-03644.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04307,
  author       = {Yujia Xie and
                  Xiangfeng Wang and
                  Ruijia Wang and
                  Hongyuan Zha},
  title        = {A Fast Proximal Point Method for Wasserstein Distance},
  journal      = {CoRR},
  volume       = {abs/1802.04307},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.04307},
  eprinttype    = {arXiv},
  eprint       = {1802.04307},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-04307.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04051,
  author       = {Rakshit Trivedi and
                  Mehrdad Farajtabar and
                  Prasenjeet Biswal and
                  Hongyuan Zha},
  title        = {Representation Learning over Dynamic Graphs},
  journal      = {CoRR},
  volume       = {abs/1803.04051},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.04051},
  eprinttype    = {arXiv},
  eprint       = {1803.04051},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-04051.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00092,
  author       = {Yisen Wang and
                  Weiyang Liu and
                  Xingjun Ma and
                  James Bailey and
                  Hongyuan Zha and
                  Le Song and
                  Shu{-}Tao Xia},
  title        = {Iterative Learning with Open-set Noisy Labels},
  journal      = {CoRR},
  volume       = {abs/1804.00092},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.00092},
  eprinttype    = {arXiv},
  eprint       = {1804.00092},
  timestamp    = {Sun, 27 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-00092.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08395,
  author       = {Yichen Wang and
                  Le Song and
                  Hongyuan Zha},
  title        = {Learning to Optimize via Wasserstein Deep Inverse Optimal Control},
  journal      = {CoRR},
  volume       = {abs/1805.08395},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.08395},
  eprinttype    = {arXiv},
  eprint       = {1805.08395},
  timestamp    = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-08395.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01473,
  author       = {Lu Wang and
                  Wei Zhang and
                  Xiaofeng He and
                  Hongyuan Zha},
  title        = {Supervised Reinforcement Learning with Recurrent Neural Network for
                  Dynamic Treatment Recommendation},
  journal      = {CoRR},
  volume       = {abs/1807.01473},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.01473},
  eprinttype    = {arXiv},
  eprint       = {1807.01473},
  timestamp    = {Sun, 22 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-01473.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08237,
  author       = {Yisen Wang and
                  Bo Dai and
                  Lingkai Kong and
                  Sarah Monazam Erfani and
                  James Bailey and
                  Hongyuan Zha},
  title        = {Learning Deep Hidden Nonlinear Dynamics from Aggregate Data},
  journal      = {CoRR},
  volume       = {abs/1807.08237},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.08237},
  eprinttype    = {arXiv},
  eprint       = {1807.08237},
  timestamp    = {Tue, 04 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-08237.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08447,
  author       = {Rakshit Trivedi and
                  Bunyamin Sisman and
                  Jun Ma and
                  Christos Faloutsos and
                  Hongyuan Zha and
                  Xin Luna Dong},
  title        = {LinkNBed: Multi-Graph Representation Learning with Entity Linkage},
  journal      = {CoRR},
  volume       = {abs/1807.08447},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.08447},
  eprinttype    = {arXiv},
  eprint       = {1807.08447},
  timestamp    = {Thu, 27 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-08447.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05188,
  author       = {Jiachen Yang and
                  Alireza Nakhaei and
                  David Isele and
                  Hongyuan Zha and
                  Kikuo Fujimura},
  title        = {{CM3:} Cooperative Multi-goal Multi-stage Multi-agent Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/1809.05188},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.05188},
  eprinttype    = {arXiv},
  eprint       = {1809.05188},
  timestamp    = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-05188.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/LanZGCLRLWZ17,
  author       = {Liang Lan and
                  Kai Zhang and
                  Hancheng Ge and
                  Wei Cheng and
                  Jun Liu and
                  Andreas Rauber and
                  Xiaoli Li and
                  Jun Wang and
                  Hongyuan Zha},
  title        = {Low-rank decomposition meets kernel learning: {A} generalized Nystr{\"{o}}m
                  method},
  journal      = {Artif. Intell.},
  volume       = {250},
  pages        = {1--15},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.artint.2017.05.001},
  doi          = {10.1016/J.ARTINT.2017.05.001},
  timestamp    = {Thu, 02 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ai/LanZGCLRLWZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DuLBGZS17,
  author       = {Nan Du and
                  Yingyu Liang and
                  Maria{-}Florina Balcan and
                  Manuel Gomez{-}Rodriguez and
                  Hongyuan Zha and
                  Le Song},
  title        = {Scalable Influence Maximization for Multiple Products in Continuous-Time
                  Diffusion Networks},
  journal      = {J. Mach. Learn. Res.},
  volume       = {18},
  pages        = {2:1--2:45},
  year         = {2017},
  url          = {http://jmlr.org/papers/v18/14-400.html},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/DuLBGZS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FarajtabarWGLZS17,
  author       = {Mehrdad Farajtabar and
                  Yichen Wang and
                  Manuel Gomez{-}Rodriguez and
                  Shuang Li and
                  Hongyuan Zha and
                  Le Song},
  title        = {{COEVOLVE:} {A} Joint Point Process Model for Information Diffusion
                  and Network Evolution},
  journal      = {J. Mach. Learn. Res.},
  volume       = {18},
  pages        = {41:1--41:49},
  year         = {2017},
  url          = {http://jmlr.org/papers/v18/16-132.html},
  timestamp    = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/FarajtabarWGLZS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/FanWLGZ17,
  author       = {Qi Fan and
                  Zhe Wang and
                  Dongdong Li and
                  Daqi Gao and
                  Hongyuan Zha},
  title        = {Entropy-based fuzzy support vector machine for imbalanced datasets},
  journal      = {Knowl. Based Syst.},
  volume       = {115},
  pages        = {87--99},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.knosys.2016.09.032},
  doi          = {10.1016/J.KNOSYS.2016.09.032},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/FanWLGZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/FanWZG17,
  author       = {Qi Fan and
                  Zhe Wang and
                  Hongyuan Zha and
                  Daqi Gao},
  title        = {{MREKLM:} {A} fast multiple empirical kernel learning machine},
  journal      = {Pattern Recognit.},
  volume       = {61},
  pages        = {197--209},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.patcog.2016.07.027},
  doi          = {10.1016/J.PATCOG.2016.07.027},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/FanWZG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XuWNZ17,
  author       = {Hongteng Xu and
                  Weichang Wu and
                  Shamim Nemati and
                  Hongyuan Zha},
  title        = {Patient Flow Prediction via Discriminative Learning of Mutually-Correcting
                  Processes},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {29},
  number       = {1},
  pages        = {157--171},
  year         = {2017},
  url          = {https://doi.org/10.1109/TKDE.2016.2618925},
  doi          = {10.1109/TKDE.2016.2618925},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/XuWNZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/MiaoCFHZZZ17,
  author       = {Zhongchen Miao and
                  Kai Chen and
                  Yi Fang and
                  Jianhua He and
                  Yi Zhou and
                  Wenjun Zhang and
                  Hongyuan Zha},
  title        = {Cost-Effective Online Trending Topic Detection and Popularity Prediction
                  in Microblogging},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {35},
  number       = {3},
  pages        = {18:1--18:36},
  year         = {2017},
  url          = {https://doi.org/10.1145/3001833},
  doi          = {10.1145/3001833},
  timestamp    = {Tue, 30 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tois/MiaoCFHZZZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZarezadeKFRZ17,
  author       = {Ali Zarezade and
                  Ali Khodadadi and
                  Mehrdad Farajtabar and
                  Hamid R. Rabiee and
                  Hongyuan Zha},
  editor       = {Satinder Singh and
                  Shaul Markovitch},
  title        = {Correlated Cascades: Compete or Cooperate},
  booktitle    = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
                  February 4-9, 2017, San Francisco, California, {USA}},
  pages        = {238--244},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://doi.org/10.1609/aaai.v31i1.10483},
  doi          = {10.1609/AAAI.V31I1.10483},
  timestamp    = {Mon, 04 Sep 2023 14:40:32 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZarezadeKFRZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiCLSCZ17,
  author       = {Dongsheng Li and
                  Chao Chen and
                  Qin Lv and
                  Li Shang and
                  Stephen M. Chu and
                  Hongyuan Zha},
  editor       = {Satinder Singh and
                  Shaul Markovitch},
  title        = {{ERMMA:} Expected Risk Minimization for Matrix Approximation-based
                  Recommender Systems},
  booktitle    = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
                  February 4-9, 2017, San Francisco, California, {USA}},
  pages        = {1403--1409},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://doi.org/10.1609/aaai.v31i1.10743},
  doi          = {10.1609/AAAI.V31I1.10743},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiCLSCZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuYXWZC17,
  author       = {Xin Liu and
                  Junchi Yan and
                  Shuai Xiao and
                  Xiangfeng Wang and
                  Hongyuan Zha and
                  Stephen M. Chu},
  editor       = {Satinder Singh and
                  Shaul Markovitch},
  title        = {On Predictive Patent Valuation: Forecasting Patent Citations and Their
                  Types},
  booktitle    = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
                  February 4-9, 2017, San Francisco, California, {USA}},
  pages        = {1438--1444},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://doi.org/10.1609/aaai.v31i1.10722},
  doi          = {10.1609/AAAI.V31I1.10722},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiuYXWZC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RenYNLYZ17,
  author       = {Zhe Ren and
                  Junchi Yan and
                  Bingbing Ni and
                  Bin Liu and
                  Xiaokang Yang and
                  Hongyuan Zha},
  editor       = {Satinder Singh and
                  Shaul Markovitch},
  title        = {Unsupervised Deep Learning for Optical Flow Estimation},
  booktitle    = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
                  February 4-9, 2017, San Francisco, California, {USA}},
  pages        = {1495--1501},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://doi.org/10.1609/aaai.v31i1.10723},
  doi          = {10.1609/AAAI.V31I1.10723},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/RenYNLYZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiaoYYZC17,
  author       = {Shuai Xiao and
                  Junchi Yan and
                  Xiaokang Yang and
                  Hongyuan Zha and
                  Stephen M. Chu},
  editor       = {Satinder Singh and
                  Shaul Markovitch},
  title        = {Modeling the Intensity Function of Point Process Via Recurrent Neural
                  Networks},
  booktitle    = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
                  February 4-9, 2017, San Francisco, California, {USA}},
  pages        = {1597--1603},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://doi.org/10.1609/aaai.v31i1.10724},
  doi          = {10.1609/AAAI.V31I1.10724},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/XiaoYYZC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiYWDLZ17,
  author       = {Changsheng Li and
                  Junchi Yan and
                  Fan Wei and
                  Weishan Dong and
                  Qingshan Liu and
                  Hongyuan Zha},
  editor       = {Satinder Singh and
                  Shaul Markovitch},
  title        = {Self-Paced Multi-Task Learning},
  booktitle    = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
                  February 4-9, 2017, San Francisco, California, {USA}},
  pages        = {2175--2181},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://doi.org/10.1609/aaai.v31i1.10847},
  doi          = {10.1609/AAAI.V31I1.10847},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiYWDLZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangYZZS17,
  author       = {Yichen Wang and
                  Xiaojing Ye and
                  Haomin Zhou and
                  Hongyuan Zha and
                  Le Song},
  editor       = {Aarti Singh and
                  Xiaojin (Jerry) Zhu},
  title        = {Linking Micro Event History to Macro Prediction in Point Process Models},
  booktitle    = {Proceedings of the 20th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
                  FL, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {54},
  pages        = {1375--1384},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v54/wang17f.html},
  timestamp    = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/WangYZZS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/PuWZYSLZ17,
  author       = {Jian Pu and
                  Jun Wang and
                  Yingbin Zheng and
                  Hao Ye and
                  Weiwei Shen and
                  Yuxin Li and
                  Hongyuan Zha},
  editor       = {Xiaohua Hu and
                  Chi{-}Ren Shyu and
                  Yana Bromberg and
                  Jean Gao and
                  Yang Gong and
                  Dmitry Korkin and
                  Illhoi Yoo and
                  Huiru Jane Zheng},
  title        = {Boosting Alzheimer diagnosis accuracy with the help of incomplete
                  privileged information},
  booktitle    = {2017 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2017, Kansas City, MO, USA, November 13-16, 2017},
  pages        = {595--599},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/BIBM.2017.8217718},
  doi          = {10.1109/BIBM.2017.8217718},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bibm/PuWZYSLZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/YePWLZ17,
  author       = {Fangyan Ye and
                  Jian Pu and
                  Jun Wang and
                  Yuxin Li and
                  Hongyuan Zha},
  editor       = {Xiaohua Hu and
                  Chi{-}Ren Shyu and
                  Yana Bromberg and
                  Jean Gao and
                  Yang Gong and
                  Dmitry Korkin and
                  Illhoi Yoo and
                  Huiru Jane Zheng},
  title        = {Glioma grading based on 3D multimodal convolutional neural network
                  and privileged learning},
  booktitle    = {2017 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2017, Kansas City, MO, USA, November 13-16, 2017},
  pages        = {759--763},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/BIBM.2017.8217751},
  doi          = {10.1109/BIBM.2017.8217751},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bibm/YePWLZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigmm/ZhangWYZ17,
  author       = {Wenjie Zhang and
                  Xiangfeng Wang and
                  Junchi Yan and
                  Hongyuan Zha},
  title        = {A Divide-and-Conquer Approach for Large-Scale Multi-label Learning},
  booktitle    = {Third {IEEE} International Conference on Multimedia Big Data, BigMM
                  2017, Laguna Hills, CA, USA, April 19-21, 2017},
  pages        = {398--401},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/BigMM.2017.35},
  doi          = {10.1109/BIGMM.2017.35},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigmm/ZhangWYZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/XuYPLZ17,
  author       = {Hongteng Xu and
                  Junchi Yan and
                  Nils Persson and
                  Weiyao Lin and
                  Hongyuan Zha},
  title        = {Fractal Dimension Invariant Filtering and Its CNN-Based Implementation},
  booktitle    = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
  pages        = {3825--3833},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/CVPR.2017.407},
  doi          = {10.1109/CVPR.2017.407},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/XuYPLZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LuoXZDZY017,
  author       = {Dixin Luo and
                  Hongteng Xu and
                  Yi Zhen and
                  Bistra Dilkina and
                  Hongyuan Zha and
                  Xiaokang Yang and
                  Wenjun Zhang},
  title        = {Learning Mixtures of Markov Chains from Aggregate Data with Structural
                  Constraints (Extended Abstract)},
  booktitle    = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
                  San Diego, CA, USA, April 19-22, 2017},
  pages        = {35--36},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICDE.2017.24},
  doi          = {10.1109/ICDE.2017.24},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/LuoXZDZY017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/XuWNZ17,
  author       = {Hongteng Xu and
                  Weichang Wu and
                  Shamim Nemati and
                  Hongyuan Zha},
  title        = {Patient Flow Prediction via Discriminative Learning of Mutually-Correcting
                  Processes (Extended Abstract)},
  booktitle    = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
                  San Diego, CA, USA, April 19-22, 2017},
  pages        = {37--38},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICDE.2017.25},
  doi          = {10.1109/ICDE.2017.25},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/XuWNZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FarajtabarYYXTK17,
  author       = {Mehrdad Farajtabar and
                  Jiachen Yang and
                  Xiaojing Ye and
                  Huan Xu and
                  Rakshit Trivedi and
                  Elias B. Khalil and
                  Shuang Li and
                  Le Song and
                  Hongyuan Zha},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Fake News Mitigation via Point Process Based Intervention},
  booktitle    = {Proceedings of the 34th International Conference on Machine Learning,
                  {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {70},
  pages        = {1097--1106},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/farajtabar17a.html},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/FarajtabarYYXTK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuLZ17,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Hongyuan Zha},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Learning Hawkes Processes from Short Doubly-Censored Event Sequences},
  booktitle    = {Proceedings of the 34th International Conference on Machine Learning,
                  {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {70},
  pages        = {3831--3840},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/xu17b.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/XuLZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HosseiniAKAFZR17,
  author       = {Seyyed Abbas Hosseini and
                  Keivan Alizadeh and
                  Ali Khodadadi and
                  Ali Arabzadeh and
                  Mehrdad Farajtabar and
                  Hongyuan Zha and
                  Hamid R. Rabiee},
  title        = {Recurrent Poisson Factorization for Temporal Recommendation},
  booktitle    = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
                  - 17, 2017},
  pages        = {847--855},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3097983.3098197},
  doi          = {10.1145/3097983.3098197},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/HosseiniAKAFZR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mswim/SunLZ17,
  author       = {Mingxuan Sun and
                  Changbin Li and
                  Hongyuan Zha},
  editor       = {Antonio A. F. Loureiro and
                  Hsiao{-}Chun Wu and
                  F. Richard Yu},
  title        = {Inferring Private Demographics of New Users in Recommender Systems},
  booktitle    = {Proceedings of the 20th {ACM} International Conference on Modelling,
                  Analysis and Simulation of Wireless and Mobile Systems, MSWiM 2017,
                  Miami, FL, USA, November 21 - 25, 2017},
  pages        = {237--244},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3127540.3127566},
  doi          = {10.1145/3127540.3127566},
  timestamp    = {Thu, 21 Mar 2019 15:01:06 +0100},
  biburl       = {https://dblp.org/rec/conf/mswim/SunLZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuZ17,
  author       = {Hongteng Xu and
                  Hongyuan Zha},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {1354--1363},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/dd8eb9f23fbd362da0e3f4e70b878c16-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 13:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/XuZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangYZS17,
  author       = {Yichen Wang and
                  Xiaojing Ye and
                  Hongyuan Zha and
                  Le Song},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Predicting User Activity Level In Point Processes With Mass Transport
                  Equation},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {1645--1655},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/a34bacf839b923770b2c360eefa26748-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/WangYZS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiaoFYYYSZ17,
  author       = {Shuai Xiao and
                  Mehrdad Farajtabar and
                  Xiaojing Ye and
                  Junchi Yan and
                  Xiaokang Yang and
                  Le Song and
                  Hongyuan Zha},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Wasserstein Learning of Deep Generative Point Process Models},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {3247--3257},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/f45a1078feb35de77d26b3f7a52ef502-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/XiaoFYYYSZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiDDCBZ17,
  author       = {Liangda Li and
                  Hongbo Deng and
                  Anlei Dong and
                  Yi Chang and
                  Ricardo Baeza{-}Yates and
                  Hongyuan Zha},
  editor       = {Rick Barrett and
                  Rick Cummings and
                  Eugene Agichtein and
                  Evgeniy Gabrilovich},
  title        = {Exploring Query Auto-Completion and Click Logs for Contextual-Aware
                  Web Search and Query Suggestion},
  booktitle    = {Proceedings of the 26th International Conference on World Wide Web,
                  {WWW} 2017, Perth, Australia, April 3-7, 2017},
  pages        = {539--548},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3038912.3052593},
  doi          = {10.1145/3038912.3052593},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/LiDDCBZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuZ17,
  author       = {Hongteng Xu and
                  Hongyuan Zha},
  title        = {A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering},
  journal      = {CoRR},
  volume       = {abs/1701.09177},
  year         = {2017},
  url          = {http://arxiv.org/abs/1701.09177},
  eprinttype    = {arXiv},
  eprint       = {1701.09177},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XuZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NiuCYZZZ17,
  author       = {Zhibin Niu and
                  Dawei Cheng and
                  Junchi Yan and
                  Jiawan Zhang and
                  Liqing Zhang and
                  Hongyuan Zha},
  title        = {A hybrid approach for risk assessment of loan guarantee network},
  journal      = {CoRR},
  volume       = {abs/1702.04642},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.04642},
  eprinttype    = {arXiv},
  eprint       = {1702.04642},
  timestamp    = {Tue, 26 Mar 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/NiuCYZZZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuLZ17,
  author       = {Hongteng Xu and
                  Dixin Luo and
                  Hongyuan Zha},
  title        = {Learning Hawkes Processes from Short Doubly-Censored Event Sequences},
  journal      = {CoRR},
  volume       = {abs/1702.07013},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.07013},
  eprinttype    = {arXiv},
  eprint       = {1702.07013},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XuLZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HosseiniAKAFZR17,
  author       = {Seyyed Abbas Hosseini and
                  Keivan Alizadeh and
                  Ali Khodadadi and
                  Ali Arabzadeh and
                  Mehrdad Farajtabar and
                  Hongyuan Zha and
                  Hamid R. Rabiee},
  title        = {Recurrent Poisson Factorization for Temporal Recommendation},
  journal      = {CoRR},
  volume       = {abs/1703.01442},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.01442},
  eprinttype    = {arXiv},
  eprint       = {1703.01442},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/HosseiniAKAFZR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FarajtabarYYXTK17,
  author       = {Mehrdad Farajtabar and
                  Jiachen Yang and
                  Xiaojing Ye and
                  Huan Xu and
                  Rakshit Trivedi and
                  Elias Boutros Khalil and
                  Shuang Li and
                  Le Song and
                  Hongyuan Zha},
  title        = {Fake News Mitigation via Point Process Based Intervention},
  journal      = {CoRR},
  volume       = {abs/1703.07823},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.07823},
  eprinttype    = {arXiv},
  eprint       = {1703.07823},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/FarajtabarYYXTK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiaoYFSYZ17,
  author       = {Shuai Xiao and
                  Junchi Yan and
                  Mehrdad Farajtabar and
                  Le Song and
                  Xiaokang Yang and
                  Hongyuan Zha},
  title        = {Joint Modeling of Event Sequence and Time Series with Attentional
                  Twin Recurrent Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1703.08524},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.08524},
  eprinttype    = {arXiv},
  eprint       = {1703.08524},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XiaoYFSYZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangWYWZ17,
  author       = {Wenjie Zhang and
                  Liwei Wang and
                  Junchi Yan and
                  Xiangfeng Wang and
                  Hongyuan Zha},
  title        = {Deep Extreme Multi-label Learning},
  journal      = {CoRR},
  volume       = {abs/1704.03718},
  year         = {2017},
  url          = {http://arxiv.org/abs/1704.03718},
  eprinttype    = {arXiv},
  eprint       = {1704.03718},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhangWYWZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiaoFYYSZ17,
  author       = {Shuai Xiao and
                  Mehrdad Farajtabar and
                  Xiaojing Ye and
                  Junchi Yan and
                  Le Song and
                  Hongyuan Zha},
  title        = {Wasserstein Learning of Deep Generative Point Process Models},
  journal      = {CoRR},
  volume       = {abs/1705.08051},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.08051},
  eprinttype    = {arXiv},
  eprint       = {1705.08051},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XiaoFYYSZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiaoYCYZ17,
  author       = {Shuai Xiao and
                  Junchi Yan and
                  Stephen M. Chu and
                  Xiaokang Yang and
                  Hongyuan Zha},
  title        = {Modeling The Intensity Function Of Point Process Via Recurrent Neural
                  Networks},
  journal      = {CoRR},
  volume       = {abs/1705.08982},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.08982},
  eprinttype    = {arXiv},
  eprint       = {1705.08982},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XiaoYCYZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-09252,
  author       = {Hongteng Xu and
                  Hongyuan Zha},
  title        = {{THAP:} {A} Matlab Toolkit for Learning with Hawkes Processes},
  journal      = {CoRR},
  volume       = {abs/1708.09252},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.09252},
  eprinttype    = {arXiv},
  eprint       = {1708.09252},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-09252.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-09334,
  author       = {Hongteng Xu and
                  Licheng Yu and
                  Mark A. Davenport and
                  Hongyuan Zha},
  title        = {Active manifold learning via a unified framework for manifold landmarking},
  journal      = {CoRR},
  volume       = {abs/1710.09334},
  year         = {2017},
  url          = {http://arxiv.org/abs/1710.09334},
  eprinttype    = {arXiv},
  eprint       = {1710.09334},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-09334.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-03156,
  author       = {Jiachen Yang and
                  Xiaojing Ye and
                  Rakshit Trivedi and
                  Huan Xu and
                  Hongyuan Zha},
  title        = {Deep Mean Field Games for Learning Optimal Behavior Policy of Large
                  Populations},
  journal      = {CoRR},
  volume       = {abs/1711.03156},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.03156},
  eprinttype    = {arXiv},
  eprint       = {1711.03156},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-03156.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04386,
  author       = {Amrita Gupta and
                  Mehrdad Farajtabar and
                  Bistra Dilkina and
                  Hongyuan Zha},
  title        = {Hawkes Processes for Invasive Species Modeling and Management},
  journal      = {CoRR},
  volume       = {abs/1712.04386},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.04386},
  eprinttype    = {arXiv},
  eprint       = {1712.04386},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-04386.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MiaoYCYZZ16,
  author       = {Zhongchen Miao and
                  Junchi Yan and
                  Kai Chen and
                  Xiaokang Yang and
                  Hongyuan Zha and
                  Wenjun Zhang},
  title        = {Joint Prediction of Rating and Popularity for Cold-Start Item by Sentinel
                  User Selection},
  journal      = {{IEEE} Access},
  volume       = {4},
  pages        = {8500--8513},
  year         = {2016},
  url          = {https://doi.org/10.1109/ACCESS.2016.2633282},
  doi          = {10.1109/ACCESS.2016.2633282},
  timestamp    = {Wed, 04 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/MiaoYCYZZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YanCZYC16,
  author       = {Junchi Yan and
                  Minsu Cho and
                  Hongyuan Zha and
                  Xiaokang Yang and
                  Stephen M. Chu},
  title        = {Multi-Graph Matching via Affinity Optimization with Graduated Consistency
                  Regularization},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {38},
  number       = {6},
  pages        = {1228--1242},
  year         = {2016},
  url          = {https://doi.org/10.1109/TPAMI.2015.2477832},
  doi          = {10.1109/TPAMI.2015.2477832},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/YanCZYC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ZhenGYZL16,
  author       = {Yi Zhen and
                  Yue Gao and
                  Dit{-}Yan Yeung and
                  Hongyuan Zha and
                  Xuelong Li},
  title        = {Spectral Multimodal Hashing and Its Application to Multimedia Retrieval},
  journal      = {{IEEE} Trans. Cybern.},
  volume       = {46},
  number       = {1},
  pages        = {27--38},
  year         = {2016},
  url          = {https://doi.org/10.1109/TCYB.2015.2392052},
  doi          = {10.1109/TCYB.2015.2392052},
  timestamp    = {Mon, 14 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcyb/ZhenGYZL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LuoXZDZY016,
  author       = {Dixin Luo and
                  Hongteng Xu and
                  Yi Zhen and
                  Bistra Dilkina and
                  Hongyuan Zha and
                  Xiaokang Yang and
                  Wenjun Zhang},
  title        = {Learning Mixtures of Markov Chains from Aggregate Data with Structural
                  Constraints},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {28},
  number       = {6},
  pages        = {1518--1531},
  year         = {2016},
  url          = {https://doi.org/10.1109/TKDE.2016.2522426},
  doi          = {10.1109/TKDE.2016.2522426},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/LuoXZDZY016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/Gomez-Rodriguez16,
  author       = {Manuel Gomez{-}Rodriguez and
                  Le Song and
                  Nan Du and
                  Hongyuan Zha and
                  Bernhard Sch{\"{o}}lkopf},
  title        = {Influence Estimation and Maximization in Continuous-Time Diffusion
                  Networks},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {34},
  number       = {2},
  pages        = {9:1--9:33},
  year         = {2016},
  url          = {https://doi.org/10.1145/2824253},
  doi          = {10.1145/2824253},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tois/Gomez-Rodriguez16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccpr/LiuYWZ16,
  author       = {Xin Liu and
                  Junchi Yan and
                  Xiangfeng Wang and
                  Hongyuan Zha},
  editor       = {Tieniu Tan and
                  Xuelong Li and
                  Xilin Chen and
                  Jie Zhou and
                  Jian Yang and
                  Hong Cheng},
  title        = {Parallel Randomized Block Coordinate Descent for Neural Probabilistic
                  Language Model with High-Dimensional Output Targets},
  booktitle    = {Pattern Recognition - 7th Chinese Conference, {CCPR} 2016, Chengdu,
                  China, November 5-7, 2016, Proceedings, Part {II}},
  series       = {Communications in Computer and Information Science},
  volume       = {663},
  pages        = {334--348},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-981-10-3005-5\_28},
  doi          = {10.1007/978-981-10-3005-5\_28},
  timestamp    = {Tue, 15 Feb 2022 14:35:28 +0100},
  biburl       = {https://dblp.org/rec/conf/ccpr/LiuYWZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuFZ16,
  author       = {Hongteng Xu and
                  Mehrdad Farajtabar and
                  Hongyuan Zha},
  editor       = {Maria{-}Florina Balcan and
                  Kilian Q. Weinberger},
  title        = {Learning Granger Causality for Hawkes Processes},
  booktitle    = {Proceedings of the 33nd International Conference on Machine Learning,
                  {ICML} 2016, New York City, NY, USA, June 19-24, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {48},
  pages        = {1717--1726},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v48/xuc16.html},
  timestamp    = {Wed, 29 May 2019 08:41:46 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/XuFZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/YanRZC16,
  author       = {Junchi Yan and
                  Zhe Ren and
                  Hongyuan Zha and
                  Stephen M. Chu},
  title        = {A constrained clustering based approach for matching a collection
                  of feature sets},
  booktitle    = {23rd International Conference on Pattern Recognition, {ICPR} 2016,
                  Canc{\'{u}}n, Mexico, December 4-8, 2016},
  pages        = {3832--3837},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICPR.2016.7900232},
  doi          = {10.1109/ICPR.2016.7900232},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icpr/YanRZC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiZ16,
  author       = {Liangda Li and
                  Hongyuan Zha},
  editor       = {Subbarao Kambhampati},
  title        = {Household Structure Analysis via Hawkes Processes for Enhancing Energy
                  Disaggregation},
  booktitle    = {Proceedings of the Twenty-Fifth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
                  2016},
  pages        = {2553--2559},
  publisher    = {{IJCAI/AAAI} Press},
  year         = {2016},
  url          = {http://www.ijcai.org/Abstract/16/363},
  timestamp    = {Tue, 20 Aug 2019 16:19:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/LiZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XiaoYLJWYCZ16,
  author       = {Shuai Xiao and
                  Junchi Yan and
                  Changsheng Li and
                  Bo Jin and
                  Xiangfeng Wang and
                  Xiaokang Yang and
                  Stephen M. Chu and
                  Hongyuan Zha},
  editor       = {Subbarao Kambhampati},
  title        = {On Modeling and Predicting Individual Paper Citation Count over Time},
  booktitle    = {Proceedings of the Twenty-Fifth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
                  2016},
  pages        = {2676--2682},
  publisher    = {{IJCAI/AAAI} Press},
  year         = {2016},
  url          = {http://www.ijcai.org/Abstract/16/380},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/XiaoYLJWYCZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YanXLJWKYZ16,
  author       = {Junchi Yan and
                  Shuai Xiao and
                  Changsheng Li and
                  Bo Jin and
                  Xiangfeng Wang and
                  Bin Ke and
                  Xiaokang Yang and
                  Hongyuan Zha},
  editor       = {Subbarao Kambhampati},
  title        = {Modeling Contagious Merger and Acquisition via Point Processes with
                  a Profile Regression Prior},
  booktitle    = {Proceedings of the Twenty-Fifth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
                  2016},
  pages        = {2690--2696},
  publisher    = {{IJCAI/AAAI} Press},
  year         = {2016},
  url          = {http://www.ijcai.org/Abstract/16/382},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/YanXLJWKYZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/YanYLDZY16,
  author       = {Junchi Yan and
                  Xu{-}Cheng Yin and
                  Weiyao Lin and
                  Cheng Deng and
                  Hongyuan Zha and
                  Xiaokang Yang},
  editor       = {John R. Kender and
                  John R. Smith and
                  Jiebo Luo and
                  Susanne Boll and
                  Winston H. Hsu},
  title        = {A Short Survey of Recent Advances in Graph Matching},
  booktitle    = {Proceedings of the 2016 {ACM} on International Conference on Multimedia
                  Retrieval, {ICMR} 2016, New York, New York, USA, June 6-9, 2016},
  pages        = {167--174},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2911996.2912035},
  doi          = {10.1145/2911996.2912035},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mir/YanYLDZY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FarajtabarYHSZ16,
  author       = {Mehrdad Farajtabar and
                  Xiaojing Ye and
                  Sahar Harati and
                  Le Song and
                  Hongyuan Zha},
  editor       = {Daniel D. Lee and
                  Masashi Sugiyama and
                  Ulrike von Luxburg and
                  Isabelle Guyon and
                  Roman Garnett},
  title        = {Multistage Campaigning in Social Networks},
  booktitle    = {Advances in Neural Information Processing Systems 29: Annual Conference
                  on Neural Information Processing Systems 2016, December 5-10, 2016,
                  Barcelona, Spain},
  pages        = {4718--4726},
  year         = {2016},
  url          = {https://proceedings.neurips.cc/paper/2016/hash/b090409688550f3cc93f4ed88ec6cafb-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/FarajtabarYHSZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiDHDCZ16,
  author       = {Liangda Li and
                  Hongbo Deng and
                  Yunlong He and
                  Anlei Dong and
                  Yi Chang and
                  Hongyuan Zha},
  editor       = {Jacqueline Bourdeau and
                  Jim Hendler and
                  Roger Nkambou and
                  Ian Horrocks and
                  Ben Y. Zhao},
  title        = {Behavior Driven Topic Transition for Search Task Identification},
  booktitle    = {Proceedings of the 25th International Conference on World Wide Web,
                  {WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
  pages        = {555--565},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2872427.2883047},
  doi          = {10.1145/2872427.2883047},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/LiDHDCZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuFZ16,
  author       = {Hongteng Xu and
                  Mehrdad Farajtabar and
                  Hongyuan Zha},
  title        = {Learning Granger Causality for Hawkes Processes},
  journal      = {CoRR},
  volume       = {abs/1602.04511},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.04511},
  eprinttype    = {arXiv},
  eprint       = {1602.04511},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XuFZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuWNZ16,
  author       = {Hongteng Xu and
                  Weichang Wu and
                  Shamim Nemati and
                  Hongyuan Zha},
  title        = {{ICU} Patient Flow Prediction via Discriminative Learning of Mutually-Correcting
                  Processes},
  journal      = {CoRR},
  volume       = {abs/1602.05112},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.05112},
  eprinttype    = {arXiv},
  eprint       = {1602.05112},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XuWNZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuYPZ16,
  author       = {Hongteng Xu and
                  Junchi Yan and
                  Nils Persson and
                  Hongyuan Zha},
  title        = {A Fractal-based {CNN} for Detecting Complicated Curves in {AFM} Images},
  journal      = {CoRR},
  volume       = {abs/1603.06036},
  year         = {2016},
  url          = {http://arxiv.org/abs/1603.06036},
  eprinttype    = {arXiv},
  eprint       = {1603.06036},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XuYPZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiWYDLZ16a,
  author       = {Changsheng Li and
                  Fan Wei and
                  Junchi Yan and
                  Weishan Dong and
                  Qingshan Liu and
                  Hongyuan Zha},
  title        = {Self-Paced Multi-Task Learning},
  journal      = {CoRR},
  volume       = {abs/1604.01474},
  year         = {2016},
  url          = {http://arxiv.org/abs/1604.01474},
  eprinttype    = {arXiv},
  eprint       = {1604.01474},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LiWYDLZ16a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YanRZC16,
  author       = {Junchi Yan and
                  Zhe Ren and
                  Hongyuan Zha and
                  Stephen M. Chu},
  title        = {A constrained clustering based approach for matching a collection
                  of feature sets},
  journal      = {CoRR},
  volume       = {abs/1606.03731},
  year         = {2016},
  url          = {http://arxiv.org/abs/1606.03731},
  eprinttype    = {arXiv},
  eprint       = {1606.03731},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/YanRZC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FarajtabarYHSZ16,
  author       = {Mehrdad Farajtabar and
                  Xiaojing Ye and
                  Sahar Harati and
                  Le Song and
                  Hongyuan Zha},
  title        = {Multistage Campaigning in Social Networks},
  journal      = {CoRR},
  volume       = {abs/1606.03816},
  year         = {2016},
  url          = {http://arxiv.org/abs/1606.03816},
  eprinttype    = {arXiv},
  eprint       = {1606.03816},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/FarajtabarYHSZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DuLBGZS16,
  author       = {Nan Du and
                  Yingyu Liang and
                  Maria{-}Florina Balcan and
                  Manuel Gomez{-}Rodriguez and
                  Hongyuan Zha and
                  Le Song},
  title        = {Scalable Influence Maximization for Multiple Products in Continuous-Time
                  Diffusion Networks},
  journal      = {CoRR},
  volume       = {abs/1612.02712},
  year         = {2016},
  url          = {http://arxiv.org/abs/1612.02712},
  eprinttype    = {arXiv},
  eprint       = {1612.02712},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/DuLBGZS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbc/ZhangCZG15,
  author       = {Ya Zhang and
                  Weiyuan Chen and
                  Hongyuan Zha and
                  Xiao Gu},
  title        = {A Time-Topic Coupled {LDA} Model for {IPTV} User Behaviors},
  journal      = {{IEEE} Trans. Broadcast.},
  volume       = {61},
  number       = {1},
  pages        = {56--65},
  year         = {2015},
  url          = {https://doi.org/10.1109/TBC.2014.2378494},
  doi          = {10.1109/TBC.2014.2378494},
  timestamp    = {Mon, 08 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tbc/ZhangCZG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/YanWZYC15,
  author       = {Junchi Yan and
                  Jun Wang and
                  Hongyuan Zha and
                  Xiaokang Yang and
                  Stephen M. Chu},
  title        = {Consistency-Driven Alternating Optimization for Multigraph Matching:
                  {A} Unified Approach},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {24},
  number       = {3},
  pages        = {994--1009},
  year         = {2015},
  url          = {https://doi.org/10.1109/TIP.2014.2387386},
  doi          = {10.1109/TIP.2014.2387386},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/YanWZYC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiZ15,
  author       = {Liangda Li and
                  Hongyuan Zha},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Energy Usage Behavior Modeling in Energy Disaggregation via Marked
                  Hawkes Process},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {672--678},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9243},
  doi          = {10.1609/AAAI.V29I1.9243},
  timestamp    = {Sat, 21 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YanZZGSHCY15,
  author       = {Junchi Yan and
                  Chao Zhang and
                  Hongyuan Zha and
                  Min Gong and
                  Changhua Sun and
                  Jin Huang and
                  Stephen M. Chu and
                  Xiaokang Yang},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {On Machine Learning towards Predictive Sales Pipeline Analytics},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {1945--1951},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9455},
  doi          = {10.1609/AAAI.V29I1.9455},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/YanZZGSHCY15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuYLZX15,
  author       = {Hongteng Xu and
                  Licheng Yu and
                  Dixin Luo and
                  Hongyuan Zha and
                  Yi Xu},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Dictionary Learning with Mutually Reinforcing Group-Graph Structures},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {3101--3107},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9570},
  doi          = {10.1609/AAAI.V29I1.9570},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/XuYLZX15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuZLD15,
  author       = {Hongteng Xu and
                  Hongyuan Zha and
                  Ren{-}Cang Li and
                  Mark A. Davenport},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Active Manifold Learning via Gershgorin Circle Guided Sample Selection},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {3108--3114},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9573},
  doi          = {10.1609/AAAI.V29I1.9573},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/XuZLD15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhenRZC15,
  author       = {Yi Zhen and
                  Piyush Rai and
                  Hongyuan Zha and
                  Lawrence Carin},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Cross-Modal Similarity Learning via Pairs, Preferences, and Active
                  Supervision},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {3203--3209},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9599},
  doi          = {10.1609/AAAI.V29I1.9599},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhenRZC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YanWZYC15,
  author       = {Junchi Yan and
                  Jun Wang and
                  Hongyuan Zha and
                  Xiaokang Yang and
                  Stephen M. Chu},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Multi-View Point Registration via Alternating Optimization},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {3834--3840},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9791},
  doi          = {10.1609/AAAI.V29I1.9791},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/YanWZYC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FarajtabarGZDZS15,
  author       = {Mehrdad Farajtabar and
                  Manuel Gomez{-}Rodriguez and
                  Mohammad Zamani and
                  Nan Du and
                  Hongyuan Zha and
                  Le Song},
  editor       = {Guy Lebanon and
                  S. V. N. Vishwanathan},
  title        = {Back to the Past: Source Identification in Diffusion Networks from
                  Partially Observed Cascades},
  booktitle    = {Proceedings of the Eighteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
                  USA, May 9-12, 2015},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {38},
  publisher    = {JMLR.org},
  year         = {2015},
  url          = {http://proceedings.mlr.press/v38/farajtabar15.html},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/FarajtabarGZDZS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YanZZLYC15,
  author       = {Junchi Yan and
                  Chao Zhang and
                  Hongyuan Zha and
                  Wei Liu and
                  Xiaokang Yang and
                  Stephen M. Chu},
  title        = {Discrete hyper-graph matching},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2015, Boston, MA, USA, June 7-12, 2015},
  pages        = {1520--1528},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/CVPR.2015.7298759},
  doi          = {10.1109/CVPR.2015.7298759},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/YanZZLYC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/Miao0ZZHY015,
  author       = {Zhongchen Miao and
                  Kai Chen and
                  Yi Zhou and
                  Hongyuan Zha and
                  Jianhua He and
                  Xiaokang Yang and
                  Wenjun Zhang},
  title        = {Online trendy topics detection in microblogs with selective user monitoring
                  under cost constraints},
  booktitle    = {2015 {IEEE} International Conference on Communications, {ICC} 2015,
                  London, United Kingdom, June 8-12, 2015},
  pages        = {1194--1200},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICC.2015.7248485},
  doi          = {10.1109/ICC.2015.7248485},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/icc/Miao0ZZHY015.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YanXZYLC15,
  author       = {Junchi Yan and
                  Hongteng Xu and
                  Hongyuan Zha and
                  Xiaokang Yang and
                  Huanxi Liu and
                  Stephen M. Chu},
  title        = {A Matrix Decomposition Perspective to Multiple Graph Matching},
  booktitle    = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
                  Santiago, Chile, December 7-13, 2015},
  pages        = {199--207},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICCV.2015.31},
  doi          = {10.1109/ICCV.2015.31},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/YanXZYLC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/XuZLZ15,
  author       = {Hongteng Xu and
                  Yang Zhou and
                  Weiyao Lin and
                  Hongyuan Zha},
  title        = {Unsupervised Trajectory Clustering via Adaptive Multi-kernel-Based
                  Shrinkage},
  booktitle    = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
                  Santiago, Chile, December 7-13, 2015},
  pages        = {4328--4336},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICCV.2015.492},
  doi          = {10.1109/ICCV.2015.492},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/XuZLZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ShenWJZ15,
  author       = {Weiwei Shen and
                  Jun Wang and
                  Yu{-}Gang Jiang and
                  Hongyuan Zha},
  editor       = {Qiang Yang and
                  Michael J. Wooldridge},
  title        = {Portfolio Choices with Orthogonal Bandit Learning},
  booktitle    = {Proceedings of the Twenty-Fourth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
                  25-31, 2015},
  pages        = {974},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {http://ijcai.org/Abstract/15/142},
  timestamp    = {Thu, 27 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/ShenWJZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XuZZ15,
  author       = {Hongteng Xu and
                  Yi Zhen and
                  Hongyuan Zha},
  editor       = {Qiang Yang and
                  Michael J. Wooldridge},
  title        = {Trailer Generation via a Point Process-Based Visual Attractiveness
                  Model},
  booktitle    = {Proceedings of the Twenty-Fourth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
                  25-31, 2015},
  pages        = {2198--2204},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {http://ijcai.org/Abstract/15/311},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/XuZZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LuoXZNZY015,
  author       = {Dixin Luo and
                  Hongteng Xu and
                  Yi Zhen and
                  Xia Ning and
                  Hongyuan Zha and
                  Xiaokang Yang and
                  Wenjun Zhang},
  editor       = {Qiang Yang and
                  Michael J. Wooldridge},
  title        = {Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences},
  booktitle    = {Proceedings of the Twenty-Fourth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
                  25-31, 2015},
  pages        = {3685--3691},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {http://ijcai.org/Abstract/15/518},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/LuoXZNZY015.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FarajtabarWGLZS15,
  author       = {Mehrdad Farajtabar and
                  Yichen Wang and
                  Manuel Gomez{-}Rodriguez and
                  Shuang Li and
                  Hongyuan Zha and
                  Le Song},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {{COEVOLVE:} {A} Joint Point Process Model for Information Diffusion
                  and Network Co-evolution},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {1954--1962},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/52292e0c763fd027c6eba6b8f494d2eb-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/FarajtabarWGLZS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TranFSZ15,
  author       = {Long Q. Tran and
                  Mehrdad Farajtabar and
                  Le Song and
                  Hongyuan Zha},
  editor       = {Suresh Venkatasubramanian and
                  Jieping Ye},
  title        = {NetCodec: Community Detection from Individual Activities},
  booktitle    = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
                  Vancouver, BC, Canada, April 30 - May 2, 2015},
  pages        = {91--99},
  publisher    = {{SIAM}},
  year         = {2015},
  url          = {https://doi.org/10.1137/1.9781611974010.11},
  doi          = {10.1137/1.9781611974010.11},
  timestamp    = {Wed, 17 May 2017 14:24:53 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/TranFSZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiDDCZB15,
  author       = {Liangda Li and
                  Hongbo Deng and
                  Anlei Dong and
                  Yi Chang and
                  Hongyuan Zha and
                  Ricardo Baeza{-}Yates},
  editor       = {Ricardo Baeza{-}Yates and
                  Mounia Lalmas and
                  Alistair Moffat and
                  Berthier A. Ribeiro{-}Neto},
  title        = {Analyzing User's Sequential Behavior in Query Auto-Completion via
                  Markov Processes},
  booktitle    = {Proceedings of the 38th International {ACM} {SIGIR} Conference on
                  Research and Development in Information Retrieval, Santiago, Chile,
                  August 9-13, 2015},
  pages        = {123--132},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2766462.2767723},
  doi          = {10.1145/2766462.2767723},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/LiDDCZB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FarajtabarGWLZS15,
  author       = {Mehrdad Farajtabar and
                  Manuel Gomez{-}Rodriguez and
                  Yichen Wang and
                  Shuang Li and
                  Hongyuan Zha and
                  Le Song},
  editor       = {Aldo Gangemi and
                  Stefano Leonardi and
                  Alessandro Panconesi},
  title        = {Co-evolutionary Dynamics of Information Diffusion and Network Structure},
  booktitle    = {Proceedings of the 24th International Conference on World Wide Web
                  Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
                  Volume},
  pages        = {619--620},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2740908.2744105},
  doi          = {10.1145/2740908.2744105},
  timestamp    = {Tue, 27 Dec 2022 09:06:31 +0100},
  biburl       = {https://dblp.org/rec/conf/www/FarajtabarGWLZS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FarajtabarGDZZS15,
  author       = {Mehrdad Farajtabar and
                  Manuel Gomez{-}Rodriguez and
                  Nan Du and
                  Mohammad Zamani and
                  Hongyuan Zha and
                  Le Song},
  title        = {Back to the Past: Source Identification in Diffusion Networks from
                  Partially Observed Cascades},
  journal      = {CoRR},
  volume       = {abs/1501.06582},
  year         = {2015},
  url          = {http://arxiv.org/abs/1501.06582},
  eprinttype    = {arXiv},
  eprint       = {1501.06582},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/FarajtabarGDZZS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YanCZYC15,
  author       = {Junchi Yan and
                  Minsu Cho and
                  Hongyuan Zha and
                  Xiaokang Yang and
                  Stephen M. Chu},
  title        = {A General Multi-Graph Matching Approach via Graduated Consistency-regularized
                  Boosting},
  journal      = {CoRR},
  volume       = {abs/1502.05840},
  year         = {2015},
  url          = {http://arxiv.org/abs/1502.05840},
  eprinttype    = {arXiv},
  eprint       = {1502.05840},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/YanCZYC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiWDYLZ15,
  author       = {Changsheng Li and
                  Xiangfeng Wang and
                  Weishan Dong and
                  Junchi Yan and
                  Qingshan Liu and
                  Hongyuan Zha},
  title        = {Active Sample Learning and Feature Selection: {A} Unified Approach},
  journal      = {CoRR},
  volume       = {abs/1503.01239},
  year         = {2015},
  url          = {http://arxiv.org/abs/1503.01239},
  eprinttype    = {arXiv},
  eprint       = {1503.01239},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LiWDYLZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FarajtabarWGLZS15,
  author       = {Mehrdad Farajtabar and
                  Yichen Wang and
                  Manuel Gomez{-}Rodriguez and
                  Shuang Li and
                  Hongyuan Zha and
                  Le Song},
  title        = {{COEVOLVE:} {A} Joint Point Process Model for Information Diffusion
                  and Network Co-evolution},
  journal      = {CoRR},
  volume       = {abs/1507.02293},
  year         = {2015},
  url          = {http://arxiv.org/abs/1507.02293},
  eprinttype    = {arXiv},
  eprint       = {1507.02293},
  timestamp    = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/FarajtabarWGLZS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZarezadeKFRSZ15,
  author       = {Ali Zarezade and
                  Ali Khodadadi and
                  Mehrdad Farajtabar and
                  Hamid R. Rabiee and
                  Le Song and
                  Hongyuan Zha},
  title        = {Correlated Cascades: Compete or Cooperate},
  journal      = {CoRR},
  volume       = {abs/1510.00936},
  year         = {2015},
  url          = {http://arxiv.org/abs/1510.00936},
  eprinttype    = {arXiv},
  eprint       = {1510.00936},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZarezadeKFRSZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FarajtabarYTSZ15,
  author       = {Mehrdad Farajtabar and
                  Safoora Yousefi and
                  Long Q. Tran and
                  Le Song and
                  Hongyuan Zha},
  title        = {A Continuous-time Mutually-Exciting Point Process Framework for Prioritizing
                  Events in Social Media},
  journal      = {CoRR},
  volume       = {abs/1511.04145},
  year         = {2015},
  url          = {http://arxiv.org/abs/1511.04145},
  eprinttype    = {arXiv},
  eprint       = {1511.04145},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/FarajtabarYTSZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChowYZZ15,
  author       = {Shui{-}Nee Chow and
                  Xiaojing Ye and
                  Hongyuan Zha and
                  Haomin Zhou},
  title        = {Influence Prediction for Continuous-Time Information Propagation on
                  Networks},
  journal      = {CoRR},
  volume       = {abs/1512.05417},
  year         = {2015},
  url          = {http://arxiv.org/abs/1512.05417},
  eprinttype    = {arXiv},
  eprint       = {1512.05417},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChowYZZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CaoJWGLOLZLXWPZYZSS14,
  author       = {Longbing Cao and
                  Thorsten Joachims and
                  Can Wang and
                  {\'{E}}ric Gaussier and
                  Jinjiu Li and
                  Yuming Ou and
                  Dan Luo and
                  Reza Zafarani and
                  Huan Liu and
                  Guandong Xu and
                  Zhiang Wu and
                  Gabriella Pasi and
                  Ya Zhang and
                  Xiaokang Yang and
                  Hongyuan Zha and
                  Edoardo Serra and
                  V. S. Subrahmanian},
  title        = {Behavior Informatics: {A} New Perspective},
  journal      = {{IEEE} Intell. Syst.},
  volume       = {29},
  number       = {4},
  pages        = {62--80},
  year         = {2014},
  url          = {https://doi.org/10.1109/MIS.2014.60},
  doi          = {10.1109/MIS.2014.60},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/expert/CaoJWGLOLZLXWPZYZSS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbc/LuoXZDXYZ14,
  author       = {Dixin Luo and
                  Hongteng Xu and
                  Hongyuan Zha and
                  Jun Du and
                  Rong Xie and
                  Xiaokang Yang and
                  Wenjun Zhang},
  title        = {You Are What You Watch and When You Watch: Inferring Household Structures
                  From {IPTV} Viewing Data},
  journal      = {{IEEE} Trans. Broadcast.},
  volume       = {60},
  number       = {1},
  pages        = {61--72},
  year         = {2014},
  url          = {https://doi.org/10.1109/TBC.2013.2295894},
  doi          = {10.1109/TBC.2013.2295894},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbc/LuoXZDXYZ14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/LuYLZC14,
  author       = {Zheng Lu and
                  Xiaokang Yang and
                  Weiyao Lin and
                  Hongyuan Zha and
                  Xiaoling Chen},
  title        = {Inferring User Image-Search Goals Under the Implicit Guidance of Users},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {24},
  number       = {3},
  pages        = {394--406},
  year         = {2014},
  url          = {https://doi.org/10.1109/TCSVT.2013.2255418},
  doi          = {10.1109/TCSVT.2013.2255418},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcsv/LuYLZC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhouZCX14,
  author       = {Ke Zhou and
                  Hongyuan Zha and
                  Yi Chang and
                  Gui{-}Rong Xue},
  title        = {Learning the Gain Values and Discount Factors of Discounted Cumulative
                  Gains},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {26},
  number       = {2},
  pages        = {391--404},
  year         = {2014},
  url          = {https://doi.org/10.1109/TKDE.2012.252},
  doi          = {10.1109/TKDE.2012.252},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/ZhouZCX14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiZ14,
  author       = {Liangda Li and
                  Hongyuan Zha},
  editor       = {Carla E. Brodley and
                  Peter Stone},
  title        = {Learning Parametric Models for Social Infectivity in Multi-Dimensional
                  Hawkes Processes},
  booktitle    = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
                  July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
  pages        = {101--107},
  publisher    = {{AAAI} Press},
  year         = {2014},
  url          = {https://doi.org/10.1609/aaai.v28i1.8733},
  doi          = {10.1609/AAAI.V28I1.8733},
  timestamp    = {Mon, 04 Sep 2023 15:06:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiZ14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cchi/SaravananCCZ14,
  author       = {Premkumar Saravanan and
                  Samuel Clarke and
                  Duen Horng (Polo) Chau and
                  Hongyuan Zha},
  editor       = {Ellen Yi{-}Luen Do and
                  Wei Li},
  title        = {LatentGesture: active user authentication through background touch
                  analysis},
  booktitle    = {Proceedings of the Second International Symposium of Chinese CHI,
                  Toronto, ON, Canada, April 26-27, 2014},
  pages        = {110--113},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2592235.2592252},
  doi          = {10.1145/2592235.2592252},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cchi/SaravananCCZ14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/XuZD14,
  author       = {Hongteng Xu and
                  Hongyuan Zha and
                  Mark A. Davenport},
  title        = {Manifold Based Dynamic Texture Synthesis from Extremely Few Samples},
  booktitle    = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
  pages        = {3019--3026},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CVPR.2014.386},
  doi          = {10.1109/CVPR.2014.386},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/XuZD14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/YanLLZYC14,
  author       = {Junchi Yan and
                  Yin Li and
                  Wei Liu and
                  Hongyuan Zha and
                  Xiaokang Yang and
                  Stephen Mingyu Chu},
  editor       = {David J. Fleet and
                  Tom{\'{a}}s Pajdla and
                  Bernt Schiele and
                  Tinne Tuytelaars},
  title        = {Graduated Consistency-Regularized Optimization for Multi-graph Matching},
  booktitle    = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich,
                  Switzerland, September 6-12, 2014, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8689},
  pages        = {407--422},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-10590-1\_27},
  doi          = {10.1007/978-3-319-10590-1\_27},
  timestamp    = {Sat, 30 Sep 2023 09:39:19 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/YanLLZYC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiDDCZ14,
  author       = {Liangda Li and
                  Hongbo Deng and
                  Anlei Dong and
                  Yi Chang and
                  Hongyuan Zha},
  editor       = {Sofus A. Macskassy and
                  Claudia Perlich and
                  Jure Leskovec and
                  Wei Wang and
                  Rayid Ghani},
  title        = {Identifying and labeling search tasks via query-based hawkes processes},
  booktitle    = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
                  and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
                  2014},
  pages        = {731--740},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2623330.2623679},
  doi          = {10.1145/2623330.2623679},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/LiDDCZ14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FarajtabarDGVZS14,
  author       = {Mehrdad Farajtabar and
                  Nan Du and
                  Manuel Gomez{-}Rodriguez and
                  Isabel Valera and
                  Hongyuan Zha and
                  Le Song},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {Shaping Social Activity by Incentivizing Users},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {2474--2482},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/996009f2374006606f4c0b0fda878af1-Abstract.html},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/FarajtabarDGVZS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChooLLZP14,
  author       = {Jaegul Choo and
                  Changhyun Lee and
                  Daniel Lee and
                  Hongyuan Zha and
                  Haesun Park},
  editor       = {Ben Carterette and
                  Fernando Diaz and
                  Carlos Castillo and
                  Donald Metzler},
  title        = {Understanding and promoting micro-finance activities in Kiva.org},
  booktitle    = {Seventh {ACM} International Conference on Web Search and Data Mining,
                  {WSDM} 2014, New York, NY, USA, February 24-28, 2014},
  pages        = {583--592},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2556195.2556253},
  doi          = {10.1145/2556195.2556253},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/wsdm/ChooLLZP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChooLDZP14,
  author       = {Jaegul Choo and
                  Daniel Lee and
                  Bistra Dilkina and
                  Hongyuan Zha and
                  Haesun Park},
  editor       = {Chin{-}Wan Chung and
                  Andrei Z. Broder and
                  Kyuseok Shim and
                  Torsten Suel},
  title        = {To gather together for a better world: understanding and leveraging
                  communities in micro-lending recommendation},
  booktitle    = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
                  of Korea, April 7-11, 2014},
  pages        = {249--260},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2566486.2568020},
  doi          = {10.1145/2566486.2568020},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/ChooLDZP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FarajtabarDGVZS14,
  author       = {Mehrdad Farajtabar and
                  Nan Du and
                  Manuel Gomez{-}Rodriguez and
                  Isabel Valera and
                  Hongyuan Zha and
                  Le Song},
  title        = {Shaping Social Activity by Incentivizing Users},
  journal      = {CoRR},
  volume       = {abs/1408.0406},
  year         = {2014},
  url          = {http://arxiv.org/abs/1408.0406},
  eprinttype    = {arXiv},
  eprint       = {1408.0406},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/FarajtabarDGVZS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiZC14,
  author       = {Bing Li and
                  Hongyuan Zha and
                  Francesca Chiaromonte},
  title        = {Linear Contour Learning: {A} Method for Supervised Dimension Reduction},
  journal      = {CoRR},
  volume       = {abs/1408.3359},
  year         = {2014},
  url          = {http://arxiv.org/abs/1408.3359},
  eprinttype    = {arXiv},
  eprint       = {1408.3359},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LiZC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ChangDKZIDZL13,
  author       = {Yi Chang and
                  Anlei Dong and
                  Pranam Kolari and
                  Ruiqiang Zhang and
                  Yoshiyuki Inagaki and
                  Fernando Diaz and
                  Hongyuan Zha and
                  Yan Liu},
  title        = {Improving recency ranking using twitter data},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {4},
  number       = {1},
  pages        = {4:1--4:24},
  year         = {2013},
  url          = {https://doi.org/10.1145/2414425.2414429},
  doi          = {10.1145/2414425.2414429},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/ChangDKZIDZL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LuZYLZ13,
  author       = {Zheng Lu and
                  Hongyuan Zha and
                  Xiaokang Yang and
                  Weiyao Lin and
                  Zhaohui Zheng},
  title        = {A New Algorithm for Inferring User Search Goals with Feedback Sessions},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {25},
  number       = {3},
  pages        = {502--513},
  year         = {2013},
  url          = {https://doi.org/10.1109/TKDE.2011.248},
  doi          = {10.1109/TKDE.2011.248},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/LuZYLZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/admi/WeiZZZ13,
  author       = {Yi Wei and
                  Ke Zhou and
                  Ya Zhang and
                  Hongyuan Zha},
  editor       = {Longbing Cao and
                  Yifeng Zeng and
                  Andreas L. Symeonidis and
                  Vladimir Gorodetsky and
                  J{\"{o}}rg P. M{\"{u}}ller and
                  Philip S. Yu},
  title        = {Learning the Hotness of Information Diffusions with Multi-dimensional
                  Hawkes Processes},
  booktitle    = {Agents and Data Mining Interaction - 9th International Workshop, {ADMI}
                  2013, Saint Paul, MN, USA, May 6-7, 2013, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8316},
  pages        = {92--110},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-55192-5\_8},
  doi          = {10.1007/978-3-642-55192-5\_8},
  timestamp    = {Fri, 28 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/admi/WeiZZZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DuSWZ13,
  author       = {Nan Du and
                  Le Song and
                  Hyenkyun Woo and
                  Hongyuan Zha},
  title        = {Uncover Topic-Sensitive Information Diffusion Networks},
  booktitle    = {Proceedings of the Sixteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
                  April 29 - May 1, 2013},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {31},
  pages        = {229--237},
  publisher    = {JMLR.org},
  year         = {2013},
  url          = {http://proceedings.mlr.press/v31/du13a.html},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/DuSWZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhouZS13,
  author       = {Ke Zhou and
                  Hongyuan Zha and
                  Le Song},
  title        = {Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional
                  Hawkes Processes},
  booktitle    = {Proceedings of the Sixteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
                  April 29 - May 1, 2013},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {31},
  pages        = {641--649},
  publisher    = {JMLR.org},
  year         = {2013},
  url          = {http://proceedings.mlr.press/v31/zhou13a.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/ZhouZS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmsb/ChenZZ13,
  author       = {Weiyuan Chen and
                  Ya Zhang and
                  Hongyuan Zha},
  title        = {Mining {IPTV} user behaviors with a coupled {LDA} model},
  booktitle    = {{IEEE} International Symposium on Broadband Multimedia Systems and
                  Broadcasting, {BMSB} 2013, Brunel University, London, United Kingdom,
                  June 5-7, 2013},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/BMSB.2013.6621750},
  doi          = {10.1109/BMSB.2013.6621750},
  timestamp    = {Wed, 20 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bmsb/ChenZZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiZ13,
  author       = {Liangda Li and
                  Hongyuan Zha},
  editor       = {Qi He and
                  Arun Iyengar and
                  Wolfgang Nejdl and
                  Jian Pei and
                  Rajeev Rastogi},
  title        = {Dyadic event attribution in social networks with mixtures of hawkes
                  processes},
  booktitle    = {22nd {ACM} International Conference on Information and Knowledge Management,
                  CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
  pages        = {1667--1672},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2505515.2505609},
  doi          = {10.1145/2505515.2505609},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/LiZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YanTZYZC13,
  author       = {Junchi Yan and
                  Yu Tian and
                  Hongyuan Zha and
                  Xiaokang Yang and
                  Ya Zhang and
                  Stephen M. Chu},
  title        = {Joint Optimization for Consistent Multiple Graph Matching},
  booktitle    = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney,
                  Australia, December 1-8, 2013},
  pages        = {1649--1656},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICCV.2013.207},
  doi          = {10.1109/ICCV.2013.207},
  timestamp    = {Fri, 28 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/YanTZYZC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/XuZ13,
  author       = {Hongteng Xu and
                  Hongyuan Zha},
  title        = {Manifold Based Face Synthesis from Sparse Samples},
  booktitle    = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney,
                  Australia, December 1-8, 2013},
  pages        = {2208--2215},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICCV.2013.275},
  doi          = {10.1109/ICCV.2013.275},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/XuZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangZ13,
  author       = {Shuang{-}Hong Yang and
                  Hongyuan Zha},
  title        = {Mixture of Mutually Exciting Processes for Viral Diffusion},
  booktitle    = {Proceedings of the 30th International Conference on Machine Learning,
                  {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {28},
  pages        = {1--9},
  publisher    = {JMLR.org},
  year         = {2013},
  url          = {http://proceedings.mlr.press/v28/yang13a.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/YangZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouZS13,
  author       = {Ke Zhou and
                  Hongyuan Zha and
                  Le Song},
  title        = {Learning Triggering Kernels for Multi-dimensional Hawkes Processes},
  booktitle    = {Proceedings of the 30th International Conference on Machine Learning,
                  {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {28},
  pages        = {1301--1309},
  publisher    = {JMLR.org},
  year         = {2013},
  url          = {http://proceedings.mlr.press/v28/zhou13.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ZhouZS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YanWZHTZD13,
  author       = {Junchi Yan and
                  Yu Wang and
                  Ke Zhou and
                  Jin Huang and
                  Chunhua Tian and
                  Hongyuan Zha and
                  Weishan Dong},
  editor       = {Francesca Rossi},
  title        = {Towards Effective Prioritizing Water Pipe Replacement and Rehabilitation},
  booktitle    = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
                  on Artificial Intelligence, Beijing, China, August 3-9, 2013},
  pages        = {2931--2937},
  publisher    = {{IJCAI/AAAI}},
  year         = {2013},
  url          = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6223},
  timestamp    = {Tue, 23 Jan 2024 13:25:46 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/YanWZHTZD13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DuSGZ13,
  author       = {Nan Du and
                  Le Song and
                  Manuel Gomez{-}Rodriguez and
                  Hongyuan Zha},
  editor       = {Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Zoubin Ghahramani and
                  Kilian Q. Weinberger},
  title        = {Scalable Influence Estimation in Continuous-Time Diffusion Networks},
  booktitle    = {Advances in Neural Information Processing Systems 26: 27th Annual
                  Conference on Neural Information Processing Systems 2013. Proceedings
                  of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  pages        = {3147--3155},
  year         = {2013},
  url          = {https://proceedings.neurips.cc/paper/2013/hash/8fb21ee7a2207526da55a679f0332de2-Abstract.html},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/DuSGZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/SunLLZLZ13,
  author       = {Mingxuan Sun and
                  Fuxin Li and
                  Joonseok Lee and
                  Ke Zhou and
                  Guy Lebanon and
                  Hongyuan Zha},
  editor       = {Stefano Leonardi and
                  Alessandro Panconesi and
                  Paolo Ferragina and
                  Aristides Gionis},
  title        = {Learning multiple-question decision trees for cold-start recommendation},
  booktitle    = {Sixth {ACM} International Conference on Web Search and Data Mining,
                  {WSDM} 2013, Rome, Italy, February 4-8, 2013},
  pages        = {445--454},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2433396.2433451},
  doi          = {10.1145/2433396.2433451},
  timestamp    = {Tue, 27 Dec 2022 09:06:31 +0100},
  biburl       = {https://dblp.org/rec/conf/wsdm/SunLLZLZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0006ZZHSY13,
  author       = {Kai Chen and
                  Yi Zhou and
                  Hongyuan Zha and
                  Jianhua He and
                  Pei Shen and
                  Xiaokang Yang},
  editor       = {Leslie Carr and
                  Alberto H. F. Laender and
                  Bernadette Farias L{\'{o}}scio and
                  Irwin King and
                  Marcus Fontoura and
                  Denny Vrandecic and
                  Lora Aroyo and
                  Jos{\'{e}} Palazzo M. de Oliveira and
                  Fernanda Lima and
                  Erik Wilde},
  title        = {Cost-effective node monitoring for online hot eventdetection in sina
                  weibo microblogging},
  booktitle    = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
                  Brazil, May 13-17, 2013, Companion Volume},
  pages        = {107--108},
  publisher    = {International World Wide Web Conferences Steering Committee / {ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2487788.2487837},
  doi          = {10.1145/2487788.2487837},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/www/0006ZZHSY13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DuSGZ13,
  author       = {Nan Du and
                  Le Song and
                  Manuel Gomez{-}Rodriguez and
                  Hongyuan Zha},
  title        = {Scalable Influence Estimation in Continuous-Time Diffusion Networks},
  journal      = {CoRR},
  volume       = {abs/1311.3669},
  year         = {2013},
  url          = {http://arxiv.org/abs/1311.3669},
  eprinttype    = {arXiv},
  eprint       = {1311.3669},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/DuSGZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangZZ12,
  author       = {Zhenyue Zhang and
                  Keke Zhao and
                  Hongyuan Zha},
  title        = {Inducible regularization for low-rank matrix factorizations for collaborative
                  filtering},
  journal      = {Neurocomputing},
  volume       = {97},
  pages        = {52--62},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.neucom.2012.05.010},
  doi          = {10.1016/J.NEUCOM.2012.05.010},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/ZhangZZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhangWZ12,
  author       = {Zhenyue Zhang and
                  Jing Wang and
                  Hongyuan Zha},
  title        = {Adaptive Manifold Learning},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {34},
  number       = {2},
  pages        = {253--265},
  year         = {2012},
  url          = {https://doi.org/10.1109/TPAMI.2011.115},
  doi          = {10.1109/TPAMI.2011.115},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/ZhangWZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ChangBZXZZ12,
  author       = {Yi Chang and
                  Jing Bai and
                  Ke Zhou and
                  Gui{-}Rong Xue and
                  Hongyuan Zha and
                  Zhaohui Zheng},
  title        = {Multi-task learning to rank for web search},
  journal      = {Pattern Recognit. Lett.},
  volume       = {33},
  number       = {2},
  pages        = {173--181},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.patrec.2011.09.020},
  doi          = {10.1016/J.PATREC.2011.09.020},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/prl/ChangBZXZZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/GuoYZLY12,
  author       = {Kai Guo and
                  Xiaokang Yang and
                  Hongyuan Zha and
                  Weiyao Lin and
                  Songyu Yu},
  title        = {Multiscale Semilocal Interpolation With Antialiasing},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {21},
  number       = {2},
  pages        = {615--625},
  year         = {2012},
  url          = {https://doi.org/10.1109/TIP.2011.2165290},
  doi          = {10.1109/TIP.2011.2165290},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/GuoYZLY12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ZhangWXZ12,
  author       = {Weinan Zhang and
                  Dingquan Wang and
                  Gui{-}Rong Xue and
                  Hongyuan Zha},
  title        = {Advertising Keywords Recommendation for Short-Text Web Pages Using
                  Wikipedia},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {3},
  number       = {2},
  pages        = {36:1--36:25},
  year         = {2012},
  url          = {https://doi.org/10.1145/2089094.2089112},
  doi          = {10.1145/2089094.2089112},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/ZhangWXZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ZhouBZX12,
  author       = {Ke Zhou and
                  Jing Bai and
                  Hongyuan Zha and
                  Gui{-}Rong Xue},
  title        = {Leveraging Auxiliary Data for Learning to Rank},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {3},
  number       = {2},
  pages        = {37:1--37:21},
  year         = {2012},
  url          = {https://doi.org/10.1145/2089094.2089113},
  doi          = {10.1145/2089094.2089113},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/ZhouBZX12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/PerryZOFB12,
  author       = {Thomas Perry and
                  Hongyuan Zha and
                  Matthew Oster and
                  Patricio Frias and
                  Mark L. Braunstein},
  title        = {Utility of a Clinical Support Tool for Outpatient Evaluation of Pediatric
                  Chest Pain},
  booktitle    = {{AMIA} 2012, American Medical Informatics Association Annual Symposium,
                  Chicago, Illinois, USA, November 3-7, 2012},
  publisher    = {{AMIA}},
  year         = {2012},
  url          = {https://knowledge.amia.org/amia-55142-a2012a-1.636547/t-003-1.640625/f-001-1.640626/a-084-1.640981/a-085-1.640978},
  timestamp    = {Wed, 04 Aug 2021 11:13:05 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/PerryZOFB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhouLZ12a,
  author       = {Ke Zhou and
                  Xin Li and
                  Hongyuan Zha},
  editor       = {Xue{-}wen Chen and
                  Guy Lebanon and
                  Haixun Wang and
                  Mohammed J. Zaki},
  title        = {Collaborative ranking: improving the relevance for tail queries},
  booktitle    = {21st {ACM} International Conference on Information and Knowledge Management,
                  CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
  pages        = {1900--1904},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2396761.2398540},
  doi          = {10.1145/2396761.2398540},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/ZhouLZ12a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/TianYZZYZ12,
  author       = {Yu Tian and
                  Junchi Yan and
                  Hequan Zhang and
                  Ya Zhang and
                  Xiaokang Yang and
                  Hongyuan Zha},
  editor       = {Andrew W. Fitzgibbon and
                  Svetlana Lazebnik and
                  Pietro Perona and
                  Yoichi Sato and
                  Cordelia Schmid},
  title        = {On the Convergence of Graph Matching: Graduated Assignment Revisited},
  booktitle    = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
                  Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7574},
  pages        = {821--835},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33712-3\_59},
  doi          = {10.1007/978-3-642-33712-3\_59},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/TianYZZYZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhouZ12,
  author       = {Ke Zhou and
                  Hongyuan Zha},
  editor       = {Qiang Yang and
                  Deepak Agarwal and
                  Jian Pei},
  title        = {Learning binary codes for collaborative filtering},
  booktitle    = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
                  and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
  pages        = {498--506},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2339530.2339611},
  doi          = {10.1145/2339530.2339611},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/ZhouZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/YangSLZC12,
  author       = {Shuang{-}Hong Yang and
                  Alexander J. Smola and
                  Bo Long and
                  Hongyuan Zha and
                  Yi Chang},
  editor       = {William R. Hersh and
                  Jamie Callan and
                  Yoelle Maarek and
                  Mark Sanderson},
  title        = {Friend or frenemy?: predicting signed ties in social networks},
  booktitle    = {The 35th International {ACM} {SIGIR} conference on research and development
                  in Information Retrieval, {SIGIR} '12, Portland, OR, USA, August 12-16,
                  2012},
  pages        = {555--564},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2348283.2348359},
  doi          = {10.1145/2348283.2348359},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/YangSLZC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vcip/LuYLCZ12,
  author       = {Zheng Lu and
                  Xiaokang Yang and
                  Weiyao Lin and
                  Xiaoling Chen and
                  Hongyuan Zha},
  title        = {Inferring user image-search goals by mining query logs with semi-supervised
                  spectral clustering},
  booktitle    = {2012 Visual Communications and Image Processing, {VCIP} 2012, San
                  Diego, CA, USA, November 27-30, 2012},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/VCIP.2012.6410834},
  doi          = {10.1109/VCIP.2012.6410834},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/vcip/LuYLCZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mining2012/CrainZYZ12,
  author       = {Steven P. Crain and
                  Ke Zhou and
                  Shuang{-}Hong Yang and
                  Hongyuan Zha},
  editor       = {Charu C. Aggarwal and
                  ChengXiang Zhai},
  title        = {Dimensionality Reduction and Topic Modeling: From Latent Semantic
                  Indexing to Latent Dirichlet Allocation and Beyond},
  booktitle    = {Mining Text Data},
  pages        = {129--161},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-1-4614-3223-4\_5},
  doi          = {10.1007/978-1-4614-3223-4\_5},
  timestamp    = {Wed, 20 Jun 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/mining2012/CrainZYZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3530,
  author       = {Shuang{-}Hong Yang and
                  Jiang Bian and
                  Hongyuan Zha},
  title        = {Hybrid Generative/Discriminative Learning for Automatic Image Annotation},
  journal      = {CoRR},
  volume       = {abs/1203.3530},
  year         = {2012},
  url          = {http://arxiv.org/abs/1203.3530},
  eprinttype    = {arXiv},
  eprint       = {1203.3530},
  timestamp    = {Thu, 20 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1203-3530.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-7035,
  author       = {Thomas Perry and
                  Hongyuan Zha and
                  Patricio Frias and
                  Dadan Zeng and
                  Mark L. Braunstein},
  title        = {Supervised Laplacian Eigenmaps with Applications in Clinical Diagnostics
                  for Pediatric Cardiology},
  journal      = {CoRR},
  volume       = {abs/1207.7035},
  year         = {2012},
  url          = {http://arxiv.org/abs/1207.7035},
  eprinttype    = {arXiv},
  eprint       = {1207.7035},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1207-7035.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-5650,
  author       = {Ke Zhou and
                  Hongyuan Zha and
                  Gui{-}Rong Xue and
                  Yong Yu},
  title        = {Learning the Gain Values and Discount Factors of {DCG}},
  journal      = {CoRR},
  volume       = {abs/1212.5650},
  year         = {2012},
  url          = {http://arxiv.org/abs/1212.5650},
  eprinttype    = {arXiv},
  eprint       = {1212.5650},
  timestamp    = {Tue, 02 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1212-5650.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ewc/JiaoWZ11,
  author       = {Xiangmin Jiao and
                  Duo Wang and
                  Hongyuan Zha},
  title        = {Simple and effective variational optimization of surface and volume
                  triangulations},
  journal      = {Eng. Comput.},
  volume       = {27},
  number       = {1},
  pages        = {81--94},
  year         = {2011},
  url          = {https://doi.org/10.1007/s00366-010-0180-z},
  doi          = {10.1007/S00366-010-0180-Z},
  timestamp    = {Thu, 16 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ewc/JiaoWZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/YangLSZZ11,
  author       = {Shuang{-}Hong Yang and
                  Bo Long and
                  Alexander J. Smola and
                  Hongyuan Zha and
                  Zhaohui Zheng},
  editor       = {Wei{-}Ying Ma and
                  Jian{-}Yun Nie and
                  Ricardo Baeza{-}Yates and
                  Tat{-}Seng Chua and
                  W. Bruce Croft},
  title        = {Collaborative competitive filtering: learning recommender using context
                  of user choice},
  booktitle    = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research
                  and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,
                  July 25-29, 2011},
  pages        = {295--304},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2009916.2009959},
  doi          = {10.1145/2009916.2009959},
  timestamp    = {Sun, 22 Sep 2019 18:15:38 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/YangLSZZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhouYZ11,
  author       = {Ke Zhou and
                  Shuang{-}Hong Yang and
                  Hongyuan Zha},
  editor       = {Wei{-}Ying Ma and
                  Jian{-}Yun Nie and
                  Ricardo Baeza{-}Yates and
                  Tat{-}Seng Chua and
                  W. Bruce Croft},
  title        = {Functional matrix factorizations for cold-start recommendation},
  booktitle    = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research
                  and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,
                  July 25-29, 2011},
  pages        = {315--324},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2009916.2009961},
  doi          = {10.1145/2009916.2009961},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/ZhouYZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vcip/LuYLCZ11,
  author       = {Zheng Lu and
                  Xiaokang Yang and
                  Weiyao Lin and
                  Xiaoling Chen and
                  Hongyuan Zha},
  editor       = {Jar{-}Ferr Yang and
                  Hsueh{-}Ming Hang and
                  Masayuki Tanimoto and
                  Tsuhan Chen},
  title        = {Inferring users' image-search goals with pseudo-images},
  booktitle    = {2011 {IEEE} Visual Communications and Image Processing, {VCIP} 2011,
                  Tainan, Taiwan, November 6-9, 2011},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/VCIP.2011.6115976},
  doi          = {10.1109/VCIP.2011.6115976},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/vcip/LuYLCZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiZXZY11,
  author       = {Liangda Li and
                  Ke Zhou and
                  Gui{-}Rong Xue and
                  Hongyuan Zha and
                  Yong Yu},
  editor       = {Sadagopan Srinivasan and
                  Krithi Ramamritham and
                  Arun Kumar and
                  M. P. Ravindra and
                  Elisa Bertino and
                  Ravi Kumar},
  title        = {Video summarization via transferrable structured learning},
  booktitle    = {Proceedings of the 20th International Conference on World Wide Web,
                  {WWW} 2011, Hyderabad, India, March 28 - April 1, 2011},
  pages        = {287--296},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/1963405.1963448},
  doi          = {10.1145/1963405.1963448},
  timestamp    = {Tue, 02 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/LiZXZY11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YangLSSZZ11,
  author       = {Shuang{-}Hong Yang and
                  Bo Long and
                  Alexander J. Smola and
                  Narayanan Sadagopan and
                  Zhaohui Zheng and
                  Hongyuan Zha},
  editor       = {Sadagopan Srinivasan and
                  Krithi Ramamritham and
                  Arun Kumar and
                  M. P. Ravindra and
                  Elisa Bertino and
                  Ravi Kumar},
  title        = {Like like alike: joint friendship and interest propagation in social
                  networks},
  booktitle    = {Proceedings of the 20th International Conference on World Wide Web,
                  {WWW} 2011, Hyderabad, India, March 28 - April 1, 2011},
  pages        = {537--546},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/1963405.1963481},
  doi          = {10.1145/1963405.1963481},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/www/YangLSSZZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YangCZ11,
  author       = {Shuang{-}Hong Yang and
                  Steven P. Crain and
                  Hongyuan Zha},
  editor       = {Geoffrey J. Gordon and
                  David B. Dunson and
                  Miroslav Dud{\'{\i}}k},
  title        = {Bridging the Language Gap: Topic Adaptation for Documents with Different
                  Technicality},
  booktitle    = {Proceedings of the Fourteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
                  April 11-13, 2011},
  series       = {{JMLR} Proceedings},
  volume       = {15},
  pages        = {823--831},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v15/yang11b/yang11b.pdf},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/YangCZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YangZ10,
  author       = {Shuang{-}Hong Yang and
                  Hongyuan Zha},
  editor       = {Jimmy X. Huang and
                  Nick Koudas and
                  Gareth J. F. Jones and
                  Xindong Wu and
                  Kevyn Collins{-}Thompson and
                  Aijun An},
  title        = {Language pyramid and multi-scale text analysis},
  booktitle    = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
                  Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
                  2010},
  pages        = {639--648},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1871437.1871520},
  doi          = {10.1145/1871437.1871520},
  timestamp    = {Wed, 03 Aug 2022 15:48:33 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/YangZ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KouCZZ10,
  author       = {Zhenzhen Kou and
                  Yi Chang and
                  Zhaohui Zheng and
                  Hongyuan Zha},
  editor       = {Jimmy X. Huang and
                  Nick Koudas and
                  Gareth J. F. Jones and
                  Xindong Wu and
                  Kevyn Collins{-}Thompson and
                  Aijun An},
  title        = {Learning to blend rankings: a monotonic transformation to blend rankings
                  from heterogeneous domains},
  booktitle    = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
                  Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
                  2010},
  pages        = {1921--1924},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1871437.1871764},
  doi          = {10.1145/1871437.1871764},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/KouCZZ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YangBZ10,
  author       = {Shuang{-}Hong Yang and
                  Jiang Bian and
                  Hongyuan Zha},
  editor       = {Peter Gr{\"{u}}nwald and
                  Peter Spirtes},
  title        = {Hybrid Generative/Discriminative Learning for Automatic Image Annotation},
  booktitle    = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
                  in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
  pages        = {683--690},
  publisher    = {{AUAI} Press},
  year         = {2010},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2076\&\#38;proceeding\_id=26},
  timestamp    = {Thu, 20 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/uai/YangBZ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/BianLQZ10,
  author       = {Jiang Bian and
                  Tie{-}Yan Liu and
                  Tao Qin and
                  Hongyuan Zha},
  editor       = {Brian D. Davison and
                  Torsten Suel and
                  Nick Craswell and
                  Bing Liu},
  title        = {Ranking with query-dependent loss for web search},
  booktitle    = {Proceedings of the Third International Conference on Web Search and
                  Web Data Mining, {WSDM} 2010, New York, NY, USA, February 4-6, 2010},
  pages        = {141--150},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1718487.1718506},
  doi          = {10.1145/1718487.1718506},
  timestamp    = {Mon, 29 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wsdm/BianLQZ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BianLLZZ10,
  author       = {Jiang Bian and
                  Xin Li and
                  Fan Li and
                  Zhaohui Zheng and
                  Hongyuan Zha},
  editor       = {Michael Rappa and
                  Paul Jones and
                  Juliana Freire and
                  Soumen Chakrabarti},
  title        = {Ranking specialization for web search: a divide-and-conquer approach
                  by using topical RankSVM},
  booktitle    = {Proceedings of the 19th International Conference on World Wide Web,
                  {WWW} 2010, Raleigh, North Carolina, USA, April 26-30, 2010},
  pages        = {131--140},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1772690.1772705},
  doi          = {10.1145/1772690.1772705},
  timestamp    = {Thu, 20 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/BianLLZZ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DongZKBDCZZ10,
  author       = {Anlei Dong and
                  Ruiqiang Zhang and
                  Pranam Kolari and
                  Jing Bai and
                  Fernando Diaz and
                  Yi Chang and
                  Zhaohui Zheng and
                  Hongyuan Zha},
  editor       = {Michael Rappa and
                  Paul Jones and
                  Juliana Freire and
                  Soumen Chakrabarti},
  title        = {Time is of the essence: improving recency ranking using Twitter data},
  booktitle    = {Proceedings of the 19th International Conference on World Wide Web,
                  {WWW} 2010, Raleigh, North Carolina, USA, April 26-30, 2010},
  pages        = {331--340},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1772690.1772725},
  doi          = {10.1145/1772690.1772725},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/DongZKBDCZZ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/AgichteinGZ09,
  author       = {Eugene Agichtein and
                  Evgeniy Gabrilovich and
                  Hongyuan Zha},
  title        = {The Social Future of Web Search: Modeling, Exploiting, and Searching
                  Collaboratively Generated Content},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {32},
  number       = {2},
  pages        = {52--61},
  year         = {2009},
  url          = {http://sites.computer.org/debull/A09June/agichtein\_ssm1.pdf},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/debu/AgichteinGZ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamrev/ZhaZ09,
  author       = {Hongyuan Zha and
                  Zhenyue Zhang},
  title        = {Spectral Properties of the Alignment Matrices in Manifold Learning},
  journal      = {{SIAM} Rev.},
  volume       = {51},
  number       = {3},
  pages        = {545--566},
  year         = {2009},
  url          = {https://doi.org/10.1137/060676829},
  doi          = {10.1137/060676829},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamrev/ZhaZ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BaiZXZSTZC09,
  author       = {Jing Bai and
                  Ke Zhou and
                  Gui{-}Rong Xue and
                  Hongyuan Zha and
                  Gordon Sun and
                  Belle L. Tseng and
                  Zhaohui Zheng and
                  Yi Chang},
  editor       = {David Wai{-}Lok Cheung and
                  Il{-}Yeol Song and
                  Wesley W. Chu and
                  Xiaohua Hu and
                  Jimmy Lin},
  title        = {Multi-task learning for learning to rank in web search},
  booktitle    = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
                  Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
  pages        = {1549--1552},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1645953.1646169},
  doi          = {10.1145/1645953.1646169},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/BaiZXZSTZC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WuCZZ09,
  author       = {Mingrui Wu and
                  Yi Chang and
                  Zhaohui Zheng and
                  Hongyuan Zha},
  editor       = {David Wai{-}Lok Cheung and
                  Il{-}Yeol Song and
                  Wesley W. Chu and
                  Xiaohua Hu and
                  Jimmy Lin},
  title        = {Smoothing {DCG} for learning to rank: a novel approach using smoothed
                  hinge functions},
  booktitle    = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
                  Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
  pages        = {1923--1926},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1645953.1646266},
  doi          = {10.1145/1645953.1646266},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/WuCZZ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/GuoYZYZ09,
  author       = {Kai Guo and
                  Xiaokang Yang and
                  Rui Zhang and
                  Songyu Yu and
                  Hongyuan Zha},
  title        = {Interpolating fine texturess with fields of experts prior},
  booktitle    = {Proceedings of the International Conference on Image Processing, {ICIP}
                  2009, 7-10 November 2009, Cairo, Egypt},
  pages        = {353--356},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICIP.2009.5414396},
  doi          = {10.1109/ICIP.2009.5414396},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/GuoYZYZ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/XiaoYXZ09,
  author       = {Bo Xiao and
                  Xiaokang Yang and
                  Yi Xu and
                  Hongyuan Zha},
  editor       = {Wen Gao and
                  Yong Rui and
                  Alan Hanjalic and
                  Changsheng Xu and
                  Eckehard G. Steinbach and
                  Abdulmotaleb El{-}Saddik and
                  Michelle X. Zhou},
  title        = {Learning distance metric for regression by semidefinite programming
                  with application to human age estimation},
  booktitle    = {Proceedings of the 17th International Conference on Multimedia 2009,
                  Vancouver, British Columbia, Canada, October 19-24, 2009},
  pages        = {451--460},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1631272.1631334},
  doi          = {10.1145/1631272.1631334},
  timestamp    = {Sun, 30 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/XiaoYXZ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangZH09,
  author       = {Shuang{-}Hong Yang and
                  Hongyuan Zha and
                  Bao{-}Gang Hu},
  editor       = {Yoshua Bengio and
                  Dale Schuurmans and
                  John D. Lafferty and
                  Christopher K. I. Williams and
                  Aron Culotta},
  title        = {Dirichlet-Bernoulli Alignment: {A} Generative Model for Multi-Class
                  Multi-Label Multi-Instance Corpora},
  booktitle    = {Advances in Neural Information Processing Systems 22: 23rd Annual
                  Conference on Neural Information Processing Systems 2009. Proceedings
                  of a meeting held 7-10 December 2009, Vancouver, British Columbia,
                  Canada},
  pages        = {2143--2150},
  publisher    = {Curran Associates, Inc.},
  year         = {2009},
  url          = {https://proceedings.neurips.cc/paper/2009/hash/6c8349cc7260ae62e3b1396831a8398f-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/YangZH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pcm/XiaoYZXH09,
  author       = {Bo Xiao and
                  Xiaokang Yang and
                  Hongyuan Zha and
                  Yi Xu and
                  Thomas S. Huang},
  editor       = {Paisarn Muneesawang and
                  Feng Wu and
                  Itsuo Kumazawa and
                  Athikom Roeksabutr and
                  Mark Liao and
                  Xiaoou Tang},
  title        = {Metric Learning for Regression Problems and Human Age Estimation},
  booktitle    = {Advances in Multimedia Information Processing - {PCM} 2009, 10th Pacific
                  Rim Conference on Multimedia, Bangkok, Thailand, December 15-18, 2009
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5879},
  pages        = {88--99},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-10467-1\_7},
  doi          = {10.1007/978-3-642-10467-1\_7},
  timestamp    = {Sun, 30 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pcm/XiaoYZXH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YangZZH09,
  author       = {Shuang{-}Hong Yang and
                  Hongyuan Zha and
                  Shaohua Kevin Zhou and
                  Bao{-}Gang Hu},
  editor       = {Wray L. Buntine and
                  Marko Grobelnik and
                  Dunja Mladenic and
                  John Shawe{-}Taylor},
  title        = {Variational Graph Embedding for Globally and Locally Consistent Feature
                  Extraction},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,
                  {ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5782},
  pages        = {538--553},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04174-7\_35},
  doi          = {10.1007/978-3-642-04174-7\_35},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/YangZZH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/JiZLZXCSZ09,
  author       = {Shihao Ji and
                  Ke Zhou and
                  Ciya Liao and
                  Zhaohui Zheng and
                  Gui{-}Rong Xue and
                  Olivier Chapelle and
                  Gordon Sun and
                  Hongyuan Zha},
  editor       = {James Allan and
                  Javed A. Aslam and
                  Mark Sanderson and
                  ChengXiang Zhai and
                  Justin Zobel},
  title        = {Global ranking by exploiting user clicks},
  booktitle    = {Proceedings of the 32nd Annual International {ACM} {SIGIR} Conference
                  on Research and Development in Information Retrieval, {SIGIR} 2009,
                  Boston, MA, USA, July 19-23, 2009},
  pages        = {35--42},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1571941.1571950},
  doi          = {10.1145/1571941.1571950},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/JiZLZXCSZ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BianLZAZ09,
  author       = {Jiang Bian and
                  Yandong Liu and
                  Ding Zhou and
                  Eugene Agichtein and
                  Hongyuan Zha},
  editor       = {Juan Quemada and
                  Gonzalo Le{\'{o}}n and
                  Yo{\"{e}}lle S. Maarek and
                  Wolfgang Nejdl},
  title        = {Learning to recognize reliable users and content in social media with
                  coupled mutual reinforcement},
  booktitle    = {Proceedings of the 18th International Conference on World Wide Web,
                  {WWW} 2009, Madrid, Spain, April 20-24, 2009},
  pages        = {51--60},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1526709.1526717},
  doi          = {10.1145/1526709.1526717},
  timestamp    = {Thu, 20 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/BianLZAZ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiZXZY09,
  author       = {Liangda Li and
                  Ke Zhou and
                  Gui{-}Rong Xue and
                  Hongyuan Zha and
                  Yong Yu},
  editor       = {Juan Quemada and
                  Gonzalo Le{\'{o}}n and
                  Yo{\"{e}}lle S. Maarek and
                  Wolfgang Nejdl},
  title        = {Enhancing diversity, coverage and balance for summarization through
                  structure learning},
  booktitle    = {Proceedings of the 18th International Conference on World Wide Web,
                  {WWW} 2009, Madrid, Spain, April 20-24, 2009},
  pages        = {71--80},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1526709.1526720},
  doi          = {10.1145/1526709.1526720},
  timestamp    = {Tue, 02 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/LiZXZY09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangXYZ09,
  author       = {Congle Zhang and
                  Gui{-}Rong Xue and
                  Yong Yu and
                  Hongyuan Zha},
  editor       = {Juan Quemada and
                  Gonzalo Le{\'{o}}n and
                  Yo{\"{e}}lle S. Maarek and
                  Wolfgang Nejdl},
  title        = {Web-scale classification with naive bayes},
  booktitle    = {Proceedings of the 18th International Conference on World Wide Web,
                  {WWW} 2009, Madrid, Spain, April 20-24, 2009},
  pages        = {1083--1084},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1526709.1526867},
  doi          = {10.1145/1526709.1526867},
  timestamp    = {Tue, 02 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/ZhangXYZ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airweb/BianLAZ08,
  author       = {Jiang Bian and
                  Yandong Liu and
                  Eugene Agichtein and
                  Hongyuan Zha},
  editor       = {Carlos Castillo and
                  Kumar Chellapilla and
                  Dennis Fetterly},
  title        = {A few bad votes too many?: towards robust ranking in social media},
  booktitle    = {AIRWeb 2008, Fourth International Workshop on Adversarial Information
                  Retrieval on the Web, Beijing, China, April 22, 2008},
  series       = {{ACM} International Conference Proceeding Series},
  pages        = {53--60},
  year         = {2008},
  url          = {https://doi.org/10.1145/1451983.1451997},
  doi          = {10.1145/1451983.1451997},
  timestamp    = {Mon, 14 Feb 2022 15:02:37 +0100},
  biburl       = {https://dblp.org/rec/conf/airweb/BianLAZ08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/ZhengZS08,
  author       = {Zhaohui Zheng and
                  Hongyuan Zha and
                  Gordon Sun},
  title        = {Query-level learning to rank using isotonic regression},
  booktitle    = {46th Annual Allerton Conference on Communication, Control, and Computing,
                  Allerton 2008, Monticello, IL, USA, September 24-26, 2008},
  pages        = {1108--1115},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/ALLERTON.2008.4797684},
  doi          = {10.1109/ALLERTON.2008.4797684},
  timestamp    = {Wed, 22 Nov 2023 08:29:09 +0100},
  biburl       = {https://dblp.org/rec/conf/allerton/ZhengZS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangZZ08,
  author       = {Zhenyue Zhang and
                  Hongyuan Zha and
                  Min Zhang},
  title        = {Spectral methods for semi-supervised manifold learning},
  booktitle    = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/CVPR.2008.4587381},
  doi          = {10.1109/CVPR.2008.4587381},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhangZZ08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenYZZZ08,
  author       = {Erkang Chen and
                  Xiaokang Yang and
                  Hongyuan Zha and
                  Rui Zhang and
                  Wenjun Zhang},
  title        = {Learning object classes from image thumbnails through deep neural
                  networks},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
                  Palace, Las Vegas, Nevada, {USA}},
  pages        = {829--832},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICASSP.2008.4517738},
  doi          = {10.1109/ICASSP.2008.4517738},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/ChenYZZZ08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ChenZZZS08,
  author       = {Keke Chen and
                  Ya Zhang and
                  Zhaohui Zheng and
                  Hongyuan Zha and
                  Gordon Sun},
  title        = {Adapting ranking functions to user preference},
  booktitle    = {Proceedings of the 24th International Conference on Data Engineering
                  Workshops, {ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
  pages        = {580--587},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICDEW.2008.4498384},
  doi          = {10.1109/ICDEW.2008.4498384},
  timestamp    = {Mon, 11 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/ChenZZZS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imr/JiaoWZ08,
  author       = {Xiangmin Jiao and
                  Duo Wang and
                  Hongyuan Zha},
  editor       = {Rao V. Garimella},
  title        = {Simple and Effective Variational Optimization of Surface and Volume
                  Triangulations},
  booktitle    = {Proceedings of the 17th International Meshing Roundtable, Pittsburgh,
                  Pennsylvania, USA, October 12-15, 2008},
  pages        = {315--332},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-87921-3\_19},
  doi          = {10.1007/978-3-540-87921-3\_19},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/imr/JiaoWZ08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SmithHZ08,
  author       = {Andrew Smith and
                  Xiaoming Huo and
                  Hongyuan Zha},
  editor       = {Daphne Koller and
                  Dale Schuurmans and
                  Yoshua Bengio and
                  L{\'{e}}on Bottou},
  title        = {Convergence and Rate of Convergence of a Manifold-Based Dimension
                  Reduction Algorithm},
  booktitle    = {Advances in Neural Information Processing Systems 21, Proceedings
                  of the Twenty-Second Annual Conference on Neural Information Processing
                  Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
  pages        = {1529--1536},
  publisher    = {Curran Associates, Inc.},
  year         = {2008},
  url          = {https://proceedings.neurips.cc/paper/2008/hash/735143e9ff8c47def504f1ba0442df98-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/SmithHZ08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhouXZY08,
  author       = {Ke Zhou and
                  Gui{-}Rong Xue and
                  Hongyuan Zha and
                  Yong Yu},
  editor       = {Sung{-}Hyon Myaeng and
                  Douglas W. Oard and
                  Fabrizio Sebastiani and
                  Tat{-}Seng Chua and
                  Mun{-}Kew Leong},
  title        = {Learning to rank with ties},
  booktitle    = {Proceedings of the 31st Annual International {ACM} {SIGIR} Conference
                  on Research and Development in Information Retrieval, {SIGIR} 2008,
                  Singapore, July 20-24, 2008},
  pages        = {275--282},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1390334.1390382},
  doi          = {10.1145/1390334.1390382},
  timestamp    = {Tue, 02 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/ZhouXZY08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/CrainHZ08,
  author       = {Steven P. Crain and
                  Jian Huang and
                  Hongyuan Zha},
  editor       = {Sung{-}Hyon Myaeng and
                  Douglas W. Oard and
                  Fabrizio Sebastiani and
                  Tat{-}Seng Chua and
                  Mun{-}Kew Leong},
  title        = {A scalable assistant librarian: hierarchical subject classification
                  of books},
  booktitle    = {Proceedings of the 31st Annual International {ACM} {SIGIR} Conference
                  on Research and Development in Information Retrieval, {SIGIR} 2008,
                  Singapore, July 20-24, 2008},
  pages        = {799--800},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1390334.1390510},
  doi          = {10.1145/1390334.1390510},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/CrainHZ08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sma/JiaoZ08,
  author       = {Xiangmin Jiao and
                  Hongyuan Zha},
  editor       = {Eric Haines and
                  Morgan McGuire},
  title        = {Consistent computation of first- and second-order differential quantities
                  for surface meshes},
  booktitle    = {Proceedings of the 2008 {ACM} Symposium on Solid and Physical Modeling,
                  Stony Brook, New York, USA, June 2-4, 2008},
  pages        = {159--170},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1364901.1364924},
  doi          = {10.1145/1364901.1364924},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sma/JiaoZ08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhouZYSTZG08,
  author       = {Ding Zhou and
                  Shenghuo Zhu and
                  Kai Yu and
                  Xiaodan Song and
                  Belle L. Tseng and
                  Hongyuan Zha and
                  C. Lee Giles},
  editor       = {Jinpeng Huai and
                  Robin Chen and
                  Hsiao{-}Wuen Hon and
                  Yunhao Liu and
                  Wei{-}Ying Ma and
                  Andrew Tomkins and
                  Xiaodong Zhang},
  title        = {Learning multiple graphs for document recommendations},
  booktitle    = {Proceedings of the 17th International Conference on World Wide Web,
                  {WWW} 2008, Beijing, China, April 21-25, 2008},
  pages        = {141--150},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1367497.1367517},
  doi          = {10.1145/1367497.1367517},
  timestamp    = {Tue, 20 Dec 2022 21:20:03 +0100},
  biburl       = {https://dblp.org/rec/conf/www/ZhouZYSTZG08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BianLAZ08,
  author       = {Jiang Bian and
                  Yandong Liu and
                  Eugene Agichtein and
                  Hongyuan Zha},
  editor       = {Jinpeng Huai and
                  Robin Chen and
                  Hsiao{-}Wuen Hon and
                  Yunhao Liu and
                  Wei{-}Ying Ma and
                  Andrew Tomkins and
                  Xiaodong Zhang},
  title        = {Finding the right facts in the crowd: factoid question answering over
                  social media},
  booktitle    = {Proceedings of the 17th International Conference on World Wide Web,
                  {WWW} 2008, Beijing, China, April 21-25, 2008},
  pages        = {467--476},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1367497.1367561},
  doi          = {10.1145/1367497.1367561},
  timestamp    = {Thu, 20 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/BianLAZ08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhouBZZG08,
  author       = {Ding Zhou and
                  Jiang Bian and
                  Shuyi Zheng and
                  Hongyuan Zha and
                  C. Lee Giles},
  editor       = {Jinpeng Huai and
                  Robin Chen and
                  Hsiao{-}Wuen Hon and
                  Yunhao Liu and
                  Wei{-}Ying Ma and
                  Andrew Tomkins and
                  Xiaodong Zhang},
  title        = {Exploring social annotations for information retrieval},
  booktitle    = {Proceedings of the 17th International Conference on World Wide Web,
                  {WWW} 2008, Beijing, China, April 21-25, 2008},
  pages        = {715--724},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1367497.1367594},
  doi          = {10.1145/1367497.1367594},
  timestamp    = {Thu, 20 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/ZhouBZZG08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/CrouxGAZ07,
  author       = {Christophe Croux and
                  Efstratios Gallopoulos and
                  Stefan Van Aelst and
                  Hongyuan Zha},
  title        = {Machine Learning and Robust Data Mining},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {52},
  number       = {1},
  pages        = {151--154},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.csda.2007.06.013},
  doi          = {10.1016/J.CSDA.2007.06.013},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/csda/CrouxGAZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/ZhaZ07,
  author       = {Hongyuan Zha and
                  Zhenyue Zhang},
  title        = {Continuum Isomap for manifold learnings},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {52},
  number       = {1},
  pages        = {184--200},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.csda.2006.11.027},
  doi          = {10.1016/J.CSDA.2006.11.027},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/ZhaZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/KimPZ07,
  author       = {Hyunsoo Kim and
                  Haesun Park and
                  Hongyuan Zha},
  title        = {Distance Preserving Dimension Reduction Using the {QR} Factorization
                  or the Cholesky Factorization},
  booktitle    = {Proceedings of the 7th {IEEE} International Conference on Bioinformatics
                  and Bioengineering, {BIBE} 2007, October 14-17, 2007, Harvard Medical
                  School, Boston, MA, {USA}},
  pages        = {263--269},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/BIBE.2007.4375575},
  doi          = {10.1109/BIBE.2007.4375575},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/bibe/KimPZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ChooKPZ07,
  author       = {Jaegul Choo and
                  Hyunsoo Kim and
                  Haesun Park and
                  Hongyuan Zha},
  title        = {A Comparison of Unsupervised Dimension Reduction Algorithms for Classification},
  booktitle    = {Proceedings of the {IEEE} International Conference on Bioinformatics
                  and Biomedicine, {BIBM} 2007, Silicon Valley, CA, USA, November 2-4,
                  2007},
  pages        = {71--77},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/BIBM.2007.6},
  doi          = {10.1109/BIBM.2007.6},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/ChooKPZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/JiaoBZ07,
  author       = {Xiangmin Jiao and
                  Narasimha R. Bayyana and
                  Hongyuan Zha},
  editor       = {Yong Shi and
                  G. Dick van Albada and
                  Jack J. Dongarra and
                  Peter M. A. Sloot},
  title        = {Optimizing Surface Triangulation Via Near Isometry with Reference
                  Meshes},
  booktitle    = {Computational Science - {ICCS} 2007, 7th International Conference
                  Beijing, China, May 27-30, 2007, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4487},
  pages        = {334--341},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-72584-8\_43},
  doi          = {10.1007/978-3-540-72584-8\_43},
  timestamp    = {Tue, 08 Nov 2022 08:34:32 +0100},
  biburl       = {https://dblp.org/rec/conf/iccS/JiaoBZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouOZG07,
  author       = {Ding Zhou and
                  Sergey A. Orshanskiy and
                  Hongyuan Zha and
                  C. Lee Giles},
  title        = {Co-ranking Authors and Documents in a Heterogeneous Network},
  booktitle    = {Proceedings of the 7th {IEEE} International Conference on Data Mining
                  {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
  pages        = {739--744},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICDM.2007.57},
  doi          = {10.1109/ICDM.2007.57},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/ZhouOZG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouCZG07,
  author       = {Ding Zhou and
                  Isaac G. Councill and
                  Hongyuan Zha and
                  C. Lee Giles},
  title        = {Discovering Temporal Communities from Social Network Documents},
  booktitle    = {Proceedings of the 7th {IEEE} International Conference on Data Mining
                  {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
  pages        = {745--750},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICDM.2007.56},
  doi          = {10.1109/ICDM.2007.56},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/ZhouCZG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhouBLGZ07,
  author       = {Ding Zhou and
                  Levent Bolelli and
                  Jia Li and
                  C. Lee Giles and
                  Hongyuan Zha},
  editor       = {Manuela M. Veloso},
  title        = {Learning User Clicks in Web Search},
  booktitle    = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
                  on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
  pages        = {1162--1167},
  year         = {2007},
  url          = {http://ijcai.org/Proceedings/07/Papers/188.pdf},
  timestamp    = {Sun, 07 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/ZhouBLGZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhengZZCCS07,
  author       = {Zhaohui Zheng and
                  Hongyuan Zha and
                  Tong Zhang and
                  Olivier Chapelle and
                  Keke Chen and
                  Gordon Sun},
  editor       = {John C. Platt and
                  Daphne Koller and
                  Yoram Singer and
                  Sam T. Roweis},
  title        = {A General Boosting Method and its Application to Learning Ranking
                  Functions for Web Search},
  booktitle    = {Advances in Neural Information Processing Systems 20, Proceedings
                  of the Twenty-First Annual Conference on Neural Information Processing
                  Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
  pages        = {1697--1704},
  publisher    = {Curran Associates, Inc.},
  year         = {2007},
  url          = {https://proceedings.neurips.cc/paper/2007/hash/8d317bdcf4aafcfc22149d77babee96d-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ZhengZZCCS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SongHZZG07,
  author       = {Yang Song and
                  Jian Huang and
                  Ding Zhou and
                  Hongyuan Zha and
                  C. Lee Giles},
  editor       = {Joost N. Kok and
                  Jacek Koronacki and
                  Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
                  Stan Matwin and
                  Dunja Mladenic and
                  Andrzej Skowron},
  title        = {{IKNN:} Informative K-Nearest Neighbor Pattern Classification},
  booktitle    = {Knowledge Discovery in Databases: {PKDD} 2007, 11th European Conference
                  on Principles and Practice of Knowledge Discovery in Databases, Warsaw,
                  Poland, September 17-21, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4702},
  pages        = {248--264},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74976-9\_25},
  doi          = {10.1007/978-3-540-74976-9\_25},
  timestamp    = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/SongHZZG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scsc/HuangJFZ07,
  author       = {Jen{-}Chih Huang and
                  Xiangmin Jiao and
                  Richard M. Fujimoto and
                  Hongyuan Zha},
  editor       = {Gabriel A. Wainer},
  title        = {DAG-guided parallel asynchronous variational integrators with super-elements},
  booktitle    = {Proceedings of the 2007 Summer Computer Simulation Conference, {SCSC}
                  2007, San Diego, California, USA, July 16-19, 2007},
  pages        = {691--697},
  publisher    = {Simulation Councils, Inc.},
  year         = {2007},
  url          = {https://dl.acm.org/citation.cfm?id=1358017},
  timestamp    = {Wed, 28 Nov 2018 12:57:16 +0100},
  biburl       = {https://dblp.org/rec/conf/scsc/HuangJFZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangMZ07,
  author       = {Xin Yang and
                  Sebastien Michea and
                  Hongyuan Zha},
  title        = {Conical Dimension as an Intrinsic Dimension Estimator and its Applications},
  booktitle    = {Proceedings of the Seventh {SIAM} International Conference on Data
                  Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
  pages        = {169--179},
  publisher    = {{SIAM}},
  year         = {2007},
  url          = {https://doi.org/10.1137/1.9781611972771.16},
  doi          = {10.1137/1.9781611972771.16},
  timestamp    = {Wed, 17 May 2017 14:24:53 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/YangMZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuangESZG07,
  author       = {Jian Huang and
                  Seyda Ertekin and
                  Yang Song and
                  Hongyuan Zha and
                  C. Lee Giles},
  title        = {Efficient Multiclass Boosting Classification with Active Learning},
  booktitle    = {Proceedings of the Seventh {SIAM} International Conference on Data
                  Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
  pages        = {297--308},
  publisher    = {{SIAM}},
  year         = {2007},
  url          = {https://doi.org/10.1137/1.9781611972771.27},
  doi          = {10.1137/1.9781611972771.27},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/HuangESZG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KimPZ07,
  author       = {Hyunsoo Kim and
                  Haesun Park and
                  Hongyuan Zha},
  title        = {Distance Preserving Dimension Reduction for Manifold Learning},
  booktitle    = {Proceedings of the Seventh {SIAM} International Conference on Data
                  Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
  pages        = {527--532},
  publisher    = {{SIAM}},
  year         = {2007},
  url          = {https://doi.org/10.1137/1.9781611972771.56},
  doi          = {10.1137/1.9781611972771.56},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/KimPZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SunMGYZ07,
  author       = {Bingjun Sun and
                  Prasenjit Mitra and
                  C. Lee Giles and
                  John Yen and
                  Hongyuan Zha},
  editor       = {Wessel Kraaij and
                  Arjen P. de Vries and
                  Charles L. A. Clarke and
                  Norbert Fuhr and
                  Noriko Kando},
  title        = {Topic segmentation with shared topic detection and alignment of multiple
                  documents},
  booktitle    = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR}
                  Conference on Research and Development in Information Retrieval, Amsterdam,
                  The Netherlands, July 23-27, 2007},
  pages        = {199--206},
  publisher    = {{ACM}},
  year         = {2007},
  url          = {https://doi.org/10.1145/1277741.1277778},
  doi          = {10.1145/1277741.1277778},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/SunMGYZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhengCSZ07,
  author       = {Zhaohui Zheng and
                  Keke Chen and
                  Gordon Sun and
                  Hongyuan Zha},
  editor       = {Wessel Kraaij and
                  Arjen P. de Vries and
                  Charles L. A. Clarke and
                  Norbert Fuhr and
                  Noriko Kando},
  title        = {A regression framework for learning ranking functions using relative
                  relevance judgments},
  booktitle    = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR}
                  Conference on Research and Development in Information Retrieval, Amsterdam,
                  The Netherlands, July 23-27, 2007},
  pages        = {287--294},
  publisher    = {{ACM}},
  year         = {2007},
  url          = {https://doi.org/10.1145/1277741.1277792},
  doi          = {10.1145/1277741.1277792},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/ZhengCSZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/BarlowPGZ06,
  author       = {Jesse L. Barlow and
                  Haesun Park and
                  Patrick J. F. Groenen and
                  Hongyuan Zha},
  title        = {2nd Special issue on matrix computations and statistics},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {50},
  number       = {1},
  pages        = {1--4},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.csda.2004.08.003},
  doi          = {10.1016/J.CSDA.2004.08.003},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/BarlowPGZ06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/LiZ06,
  author       = {Jia Li and
                  Hongyuan Zha},
  title        = {Two-way Poisson mixture models for simultaneous document classification
                  and word clustering},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {50},
  number       = {1},
  pages        = {163--180},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.csda.2004.07.013},
  doi          = {10.1016/J.CSDA.2004.07.013},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/LiZ06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/ZhangZCJ06,
  author       = {Ya Zhang and
                  Hongyuan Zha and
                  Chao{-}Hsien Chu and
                  Xiang Ji},
  title        = {Towards Inferring Protein Interactions: Challenges and Solutions},
  journal      = {{EURASIP} J. Adv. Signal Process.},
  volume       = {2006},
  year         = {2006},
  url          = {https://doi.org/10.1155/ASP/2006/37349},
  doi          = {10.1155/ASP/2006/37349},
  timestamp    = {Mon, 11 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ejasp/ZhangZCJ06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhangCCZJ06,
  author       = {Ya Zhang and
                  Chao{-}Hsien Chu and
                  Yixin Chen and
                  Hongyuan Zha and
                  Xiang Ji},
  title        = {Splice site prediction using support vector machines with a Bayes
                  kernel},
  journal      = {Expert Syst. Appl.},
  volume       = {30},
  number       = {1},
  pages        = {73--81},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.eswa.2005.09.052},
  doi          = {10.1016/J.ESWA.2005.09.052},
  timestamp    = {Mon, 11 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eswa/ZhangCCZJ06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhouJZG06,
  author       = {Ding Zhou and
                  Xiang Ji and
                  Hongyuan Zha and
                  C. Lee Giles},
  editor       = {Philip S. Yu and
                  Vassilis J. Tsotras and
                  Edward A. Fox and
                  Bing Liu},
  title        = {Topic evolution and social interactions: how authors effect research},
  booktitle    = {Proceedings of the 2006 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, Arlington, Virginia, USA, November 6-11,
                  2006},
  pages        = {248--257},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1183614.1183653},
  doi          = {10.1145/1183614.1183653},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/ZhouJZG06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaZFS06,
  author       = {Hongyuan Zha and
                  Zhaohui Zheng and
                  Haoying Fu and
                  Gordon Sun},
  editor       = {Philip S. Yu and
                  Vassilis J. Tsotras and
                  Edward A. Fox and
                  Bing Liu},
  title        = {Incorporating query difference for learning retrieval functions in
                  world wide web search},
  booktitle    = {Proceedings of the 2006 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, Arlington, Virginia, USA, November 6-11,
                  2006},
  pages        = {307--316},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1183614.1183660},
  doi          = {10.1145/1183614.1183660},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/ZhaZFS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SunZZY06,
  author       = {Bingjun Sun and
                  Ding Zhou and
                  Hongyuan Zha and
                  John Yen},
  editor       = {Philip S. Yu and
                  Vassilis J. Tsotras and
                  Edward A. Fox and
                  Bing Liu},
  title        = {Multi-task text segmentation and alignment based on weighted mutual
                  information},
  booktitle    = {Proceedings of the 2006 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, Arlington, Virginia, USA, November 6-11,
                  2006},
  pages        = {846--847},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1183614.1183760},
  doi          = {10.1145/1183614.1183760},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/SunZZY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SongZHCZG06,
  author       = {Yang Song and
                  Ding Zhou and
                  Jian Huang and
                  Isaac G. Councill and
                  Hongyuan Zha and
                  C. Lee Giles},
  title        = {Boosting the Feature Space: Text Classification for Unstructured Data
                  on the Web},
  booktitle    = {Proceedings of the 6th {IEEE} International Conference on Data Mining
                  {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  pages        = {1064--1069},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICDM.2006.31},
  doi          = {10.1109/ICDM.2006.31},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/SongZHCZG06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DingZHZ06,
  author       = {Chris H. Q. Ding and
                  Ding Zhou and
                  Xiaofeng He and
                  Hongyuan Zha},
  editor       = {William W. Cohen and
                  Andrew W. Moore},
  title        = {\emph{R}\({}_{\mbox{1}}\)-PCA: rotational invariant \emph{L}\({}_{\mbox{1}}\)-norm
                  principal component analysis for robust subspace factorization},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Third International Conference
                  {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {148},
  pages        = {281--288},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1143844.1143880},
  doi          = {10.1145/1143844.1143880},
  timestamp    = {Tue, 19 Nov 2019 09:25:06 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/DingZHZ06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangFZB06,
  author       = {Xin Yang and
                  Haoying Fu and
                  Hongyuan Zha and
                  Jesse L. Barlow},
  editor       = {William W. Cohen and
                  Andrew W. Moore},
  title        = {Semi-supervised nonlinear dimensionality reduction},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Third International Conference
                  {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {148},
  pages        = {1065--1072},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1143844.1143978},
  doi          = {10.1145/1143844.1143978},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/YangFZB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhaZFS06,
  author       = {Hongyuan Zha and
                  Zhaohui Zheng and
                  Haoying Fu and
                  Gordon Sun},
  editor       = {Efthimis N. Efthimiadis and
                  Susan T. Dumais and
                  David Hawking and
                  Kalervo J{\"{a}}rvelin},
  title        = {Incorporating query difference for learning retrieval functions in
                  information retrieval},
  booktitle    = {{SIGIR} 2006: Proceedings of the 29th Annual International {ACM} {SIGIR}
                  Conference on Research and Development in Information Retrieval, Seattle,
                  Washington, USA, August 6-11, 2006},
  pages        = {721--722},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1148170.1148335},
  doi          = {10.1145/1148170.1148335},
  timestamp    = {Wed, 14 Nov 2018 10:58:10 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/ZhaZFS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhouMLGZ06,
  author       = {Ding Zhou and
                  Eren Manavoglu and
                  Jia Li and
                  C. Lee Giles and
                  Hongyuan Zha},
  editor       = {Les Carr and
                  David De Roure and
                  Arun Iyengar and
                  Carole A. Goble and
                  Michael Dahlin},
  title        = {Probabilistic models for discovering e-communities},
  booktitle    = {Proceedings of the 15th international conference on World Wide Web,
                  {WWW} 2006, Edinburgh, Scotland, UK, May 23-26, 2006},
  pages        = {173--182},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1135777.1135807},
  doi          = {10.1145/1135777.1135807},
  timestamp    = {Sun, 07 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/www/ZhouMLGZ06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangZCJ05,
  author       = {Ya Zhang and
                  Hongyuan Zha and
                  Chao{-}Hsien Chu and
                  Xiang Ji},
  title        = {Protein Interaction Inference as a {MAX-SAT} Problem},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  Workshops 2005, San Diego, CA, USA, 21-23 September, 2005},
  pages        = {146},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/CVPR.2005.515},
  doi          = {10.1109/CVPR.2005.515},
  timestamp    = {Mon, 11 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhangZCJ05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhaZ05,
  author       = {Hongyuan Zha and
                  Zhenyue Zhang},
  title        = {Spectral analysis of alignment in manifold learning},
  booktitle    = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
                  Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
                  2005},
  pages        = {1069--1072},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICASSP.2005.1416492},
  doi          = {10.1109/ICASSP.2005.1416492},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/ZhaZ05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/FuZB05,
  author       = {Haoying Fu and
                  Hongyuan Zha and
                  Jesse L. Barlow},
  title        = {Efficient Block Noise Removal Based on Nonlinear Manifolds},
  booktitle    = {10th {IEEE} International Conference on Computer Vision {(ICCV} 2005),
                  17-20 October 2005, Beijing, China},
  pages        = {549--556},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICCV.2005.82},
  doi          = {10.1109/ICCV.2005.82},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/FuZB05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouLZ05,
  author       = {Ding Zhou and
                  Jia Li and
                  Hongyuan Zha},
  editor       = {Luc De Raedt and
                  Stefan Wrobel},
  title        = {A new Mallows distance based metric for comparing clusterings},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Second International Conference
                  {(ICML} 2005), Bonn, Germany, August 7-11, 2005},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {119},
  pages        = {1028--1035},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1102351.1102481},
  doi          = {10.1145/1102351.1102481},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ZhouLZ05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZhouSZZ05,
  author       = {Ding Zhou and
                  Yang Song and
                  Hongyuan Zha and
                  Ya Zhang},
  editor       = {M. Arif Wani and
                  Mariofanna G. Milanova and
                  Lukasz A. Kurgan and
                  Marek Z. Reformat and
                  Khalid Hafeez},
  title        = {Towards discovering organizational structure from email corpus},
  booktitle    = {Fourth International Conference on Machine Learning and Applications,
                  {ICMLA} 2005, Los Angeles, California, USA, 15-17 December 2005},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICMLA.2005.66},
  doi          = {10.1109/ICMLA.2005.66},
  timestamp    = {Mon, 11 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmla/ZhouSZZ05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itcc/ZhangZC05,
  author       = {Ya Zhang and
                  Hongyuan Zha and
                  Chao{-}Hsien Chu},
  title        = {A Time-Series Biclustering Algorithm for Revealing Co-Regulated Genes},
  booktitle    = {International Symposium on Information Technology: Coding and Computing
                  {(ITCC} 2005), Volume 1, 4-6 April 2005, Las Vegas, Nevada, {USA}},
  pages        = {32--37},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ITCC.2005.46},
  doi          = {10.1109/ITCC.2005.46},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/itcc/ZhangZC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcdl/HanZG05,
  author       = {Hui Han and
                  Hongyuan Zha and
                  C. Lee Giles},
  editor       = {Mary Marlino and
                  Tamara Sumner and
                  Frank M. Shipman III},
  title        = {Name disambiguation in author citations using a K-way spectral clustering
                  method},
  booktitle    = {{ACM/IEEE} Joint Conference on Digital Libraries, {JCDL} 2005, Denver,
                  CO, USA, June 7-11, 2005, Proceedings},
  pages        = {334--343},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1065385.1065462},
  doi          = {10.1145/1065385.1065462},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/jcdl/HanZG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangZ05a,
  author       = {Zhenyue Zhang and
                  Hongyuan Zha},
  title        = {A Domain Decomposition Method for Fast Manifold Learning},
  booktitle    = {Advances in Neural Information Processing Systems 18 [Neural Information
                  Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
                  Columbia, Canada]},
  pages        = {1625--1632},
  year         = {2005},
  url          = {https://proceedings.neurips.cc/paper/2005/hash/d53697441ef12a45422f6660202f9840-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ZhangZ05a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/HanMZTGZ05,
  author       = {Hui Han and
                  Eren Manavoglu and
                  Hongyuan Zha and
                  Kostas Tsioutsiouliklis and
                  C. Lee Giles and
                  Xiangmin Zhang},
  editor       = {Hisham Haddad and
                  Lorie M. Liebrock and
                  Andrea Omicini and
                  Roger L. Wainwright},
  title        = {Rule-based word clustering for document metadata extraction},
  booktitle    = {Proceedings of the 2005 {ACM} Symposium on Applied Computing (SAC),
                  Santa Fe, New Mexico, USA, March 13-17, 2005},
  pages        = {1049--1053},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1066677.1066917},
  doi          = {10.1145/1066677.1066917},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/HanMZTGZ05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/HanXZG05,
  author       = {Hui Han and
                  Wei Xu and
                  Hongyuan Zha and
                  C. Lee Giles},
  editor       = {Hisham Haddad and
                  Lorie M. Liebrock and
                  Andrea Omicini and
                  Roger L. Wainwright},
  title        = {A hierarchical naive Bayes mixture model for name disambiguation in
                  author citations},
  booktitle    = {Proceedings of the 2005 {ACM} Symposium on Applied Computing (SAC),
                  Santa Fe, New Mexico, USA, March 13-17, 2005},
  pages        = {1065--1069},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1066677.1066920},
  doi          = {10.1145/1066677.1066920},
  timestamp    = {Wed, 25 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sac/HanXZG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/ZhangZS04,
  author       = {Zhenyue Zhang and
                  Hongyuan Zha and
                  Horst D. Simon},
  title        = {Low-Rank Approximations with Sparse Factors {II:} Penalized Methods
                  with Discrete Newton-Like Iterations},
  journal      = {{SIAM} J. Matrix Anal. Appl.},
  volume       = {25},
  number       = {4},
  pages        = {901--920},
  year         = {2004},
  url          = {https://doi.org/10.1137/S0895479801394477},
  doi          = {10.1137/S0895479801394477},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siammax/ZhangZS04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamrev/DingZHHS04,
  author       = {Chris H. Q. Ding and
                  Hongyuan Zha and
                  Xiaofeng He and
                  Parry Husbands and
                  Horst D. Simon},
  title        = {Link Analysis: Hubs and Authorities on the World Wide Web},
  journal      = {{SIAM} Rev.},
  volume       = {46},
  number       = {2},
  pages        = {256--268},
  year         = {2004},
  url          = {https://doi.org/10.1137/S0036144501389218},
  doi          = {10.1137/S0036144501389218},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamrev/DingZHHS04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/ZhangZ04,
  author       = {Zhenyue Zhang and
                  Hongyuan Zha},
  title        = {Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent
                  Space Alignment},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {26},
  number       = {1},
  pages        = {313--338},
  year         = {2004},
  url          = {https://doi.org/10.1137/S1064827502419154},
  doi          = {10.1137/S1064827502419154},
  timestamp    = {Thu, 30 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamsc/ZhangZ04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/ZhangCJZ04,
  author       = {Ya Zhang and
                  Chao{-}Hsien Chu and
                  Xiang Ji and
                  Hongyuan Zha},
  title        = {Correlating summarization of multi-source news with k-way graph bi-clustering},
  journal      = {{SIGKDD} Explor.},
  volume       = {6},
  number       = {2},
  pages        = {34--42},
  year         = {2004},
  url          = {https://doi.org/10.1145/1046456.1046461},
  doi          = {10.1145/1046456.1046461},
  timestamp    = {Mon, 11 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigkdd/ZhangCJZ04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ceas/RiosZ04,
  author       = {Gordon Rios and
                  Hongyuan Zha},
  title        = {Exploring Support Vector Machines and Random Forests for Spam Detection},
  booktitle    = {{CEAS} 2004 - First Conference on Email and Anti-Spam, July 30-31,
                  2004, Mountain View, California, {USA}},
  year         = {2004},
  url          = {http://www.ceas.cc/papers-2004/174.pdf},
  timestamp    = {Mon, 01 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ceas/RiosZ04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ParkZZK04,
  author       = {Jin Hyeong Park and
                  Zhenyue Zhang and
                  Hongyuan Zha and
                  Rangachar Kasturi},
  title        = {Local Smoothing for Manifold Learning},
  booktitle    = {2004 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition {(CVPR} 2004), with CD-ROM, 27 June - 2 July 2004, Washington,
                  DC, {USA}},
  pages        = {452--459},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.ieeecomputersociety.org/10.1109/CVPR.2004.152},
  doi          = {10.1109/CVPR.2004.152},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ParkZZK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ParkZK04,
  author       = {Jin Hyeong Park and
                  Hongyuan Zha and
                  Rangachar Kasturi},
  editor       = {Tom{\'{a}}s Pajdla and
                  Jiri Matas},
  title        = {Spectral Clustering for Robust Motion Segmentation},
  booktitle    = {Computer Vision - {ECCV} 2004, 8th European Conference on Computer
                  Vision, Prague, Czech Republic, May 11-14, 2004. Proceedings, Part
                  {IV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3024},
  pages        = {390--401},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-24673-2\_32},
  doi          = {10.1007/978-3-540-24673-2\_32},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/ParkZK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/JiZMK04,
  author       = {Xiang Ji and
                  Hongyuan Zha and
                  John J. Metzner and
                  George Kesidis},
  title        = {Dynamic cluster structure for object detection and tracking in wireless
                  ad-hoc sensor networks},
  booktitle    = {Proceedings of {IEEE} International Conference on Communications,
                  {ICC} 2004, Paris, France, 20-24 June 2004},
  pages        = {3807--3811},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICC.2004.1313265},
  doi          = {10.1109/ICC.2004.1313265},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icc/JiZMK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ParkJZK04,
  author       = {Jin Hyeong Park and
                  Xiang Ji and
                  Hongyuan Zha and
                  Rangachar Kasturi},
  title        = {Support Vector Clustering Combined with Spectral Graph Partitioning},
  booktitle    = {17th International Conference on Pattern Recognition, {ICPR} 2004,
                  Cambridge, UK, August 23-26, 2004},
  pages        = {581--584},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICPR.2004.1333839},
  doi          = {10.1109/ICPR.2004.1333839},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/ParkJZK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcdl/HanGZLT04,
  author       = {Hui Han and
                  C. Lee Giles and
                  Hongyuan Zha and
                  Cheng Li and
                  Kostas Tsioutsiouliklis},
  editor       = {Hsinchun Chen and
                  Howard D. Wactlar and
                  Ching{-}chih Chen and
                  Ee{-}Peng Lim and
                  Michael G. Christel},
  title        = {Two supervised learning approaches for name disambiguation in author
                  citations},
  booktitle    = {{ACM/IEEE} Joint Conference on Digital Libraries, {JCDL} 2004, Tucson,
                  AZ, USA, June 7-11, 2004, Proceedings},
  pages        = {296--305},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/996350.996419},
  doi          = {10.1145/996350.996419},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/jcdl/HanGZLT04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangZZ04,
  author       = {Jing Wang and
                  Zhenyue Zhang and
                  Hongyuan Zha},
  title        = {Adaptive Manifold Learning},
  booktitle    = {Advances in Neural Information Processing Systems 17 [Neural Information
                  Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
                  British Columbia, Canada]},
  pages        = {1473--1480},
  year         = {2004},
  url          = {https://proceedings.neurips.cc/paper/2004/hash/eb0ecdb070a1a0ac46de0cd733d39cf3-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/WangZZ04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiZC04,
  author       = {Bing Li and
                  Hongyuan Zha and
                  Francesca Chiaromonte},
  editor       = {David Maxwell Chickering and
                  Joseph Y. Halpern},
  title        = {Linear Contour Learning: {A} Method for Supervised Dimension Reduction},
  booktitle    = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial
                  Intelligence, Banff, Canada, July 7-11, 2004},
  pages        = {346--356},
  publisher    = {{AUAI} Press},
  year         = {2004},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1089\&\#38;proceeding\_id=20},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/LiZC04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccn/JiZ03,
  author       = {Xiang Ji and
                  Hongyuan Zha},
  editor       = {Ronald P. Luijten and
                  Luiz A. DaSilva and
                  E. K. Park},
  title        = {Robust sensor localization algorithm in wireless ad-hoc sensor networks},
  booktitle    = {Proceedings of the 12th International Conference on Computer Communications
                  and Networks, {ICCCN} 2003, 20-22 October, 2003, Double Tree Lincoln
                  Centre, Dallas, Texas, {USA}},
  pages        = {527--532},
  publisher    = {{IEEE}},
  year         = {2003},
  url          = {https://doi.org/10.1109/ICCCN.2003.1284219},
  doi          = {10.1109/ICCCN.2003.1284219},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icccn/JiZ03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaZ03,
  author       = {Hongyuan Zha and
                  Zhenyue Zhang},
  editor       = {Tom Fawcett and
                  Nina Mishra},
  title        = {Isometric Embedding and Continuum {ISOMAP}},
  booktitle    = {Machine Learning, Proceedings of the Twentieth International Conference
                  {(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
  pages        = {864--871},
  publisher    = {{AAAI} Press},
  year         = {2003},
  url          = {http://www.aaai.org/Library/ICML/2003/icml03-112.php},
  timestamp    = {Thu, 13 Dec 2012 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ZhaZ03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/ZhangZ03,
  author       = {Zhenyue Zhang and
                  Hongyuan Zha},
  editor       = {Jiming Liu and
                  Yiu{-}ming Cheung and
                  Hujun Yin},
  title        = {Nonlinear Dimension Reduction via Local Tangent Space Alignment},
  booktitle    = {Intelligent Data Engineering and Automated Learning, 4th International
                  Conference, {IDEAL} 2003, Hong Kong, China, March 21-23, 2003, Revised
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {2690},
  pages        = {477--481},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-45080-1\_66},
  doi          = {10.1007/978-3-540-45080-1\_66},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/ZhangZ03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcdl/HanGMZZF03,
  author       = {Hui Han and
                  C. Lee Giles and
                  Eren Manavoglu and
                  Hongyuan Zha and
                  Zhenyue Zhang and
                  Edward A. Fox},
  title        = {Automatic Document Metadata Extraction Using Support Vector Machines},
  booktitle    = {{ACM/IEEE} 2003 Joint Conference on Digital Libraries {(JCDL} 2003),
                  27-31 May 2003, Houston, Texas, USA, Proceedings},
  pages        = {37--48},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/JCDL.2003.1204842},
  doi          = {10.1109/JCDL.2003.1204842},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/jcdl/HanGMZZF03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JiZ03,
  author       = {Xiang Ji and
                  Hongyuan Zha},
  editor       = {Kyu{-}Young Whang and
                  Jongwoo Jeon and
                  Kyuseok Shim and
                  Jaideep Srivastava},
  title        = {Extracting Shared Topics of Multiple Documents},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 7th Pacific-Asia
                  Conference, {PAKDD} 2003, Seoul, Korea, April 30 - May 2, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2637},
  pages        = {100--110},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-36175-8\_10},
  doi          = {10.1007/3-540-36175-8\_10},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pakdd/JiZ03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ride/JiZ03,
  author       = {Xiang Ji and
                  Hongyuan Zha},
  editor       = {W. Bruce Croft and
                  Rajeev Sangal},
  title        = {Correlating Summarization of {A} Pair of Multilingual Documents},
  booktitle    = {Thirteenth International Work Shop on Research Issues in Data Engineering:
                  Multi-lingual Information Management, {RIDE-MLIM} 2003, Hyderabad,
                  India, March 10-11, 2003},
  pages        = {39--46},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/RIDE.2003.1249844},
  doi          = {10.1109/RIDE.2003.1249844},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ride/JiZ03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DingHHZS03,
  author       = {Chris H. Q. Ding and
                  Xiaofeng He and
                  Parry Husbands and
                  Hongyuan Zha and
                  Horst D. Simon},
  editor       = {Daniel Barbar{\'{a}} and
                  Chandrika Kamath},
  title        = {PageRank: {HITS} and a Unified Framework for Link Analysis},
  booktitle    = {Proceedings of the Third {SIAM} International Conference on Data Mining,
                  San Francisco, CA, USA, May 1-3, 2003},
  pages        = {249--253},
  publisher    = {{SIAM}},
  year         = {2003},
  url          = {https://doi.org/10.1137/1.9781611972733.24},
  doi          = {10.1137/1.9781611972733.24},
  timestamp    = {Fri, 06 Oct 2023 11:45:43 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/DingHHZS03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/JiZ03,
  author       = {Xiang Ji and
                  Hongyuan Zha},
  editor       = {Ian F. Akyildiz and
                  Deborah Estrin and
                  David E. Culler and
                  Mani B. Srivastava},
  title        = {Multidimensional scaling based sensor positioning algorithms in wireless
                  sensor networks},
  booktitle    = {Proceedings of the 1st International Conference on Embedded Networked
                  Sensor Systems, SenSys 2003, Los Angeles, California, USA, November
                  5-7, 2003},
  pages        = {328--329},
  publisher    = {{ACM}},
  year         = {2003},
  url          = {https://doi.org/10.1145/958491.958544},
  doi          = {10.1145/958491.958544},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sensys/JiZ03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/JiZ03,
  author       = {Xiang Ji and
                  Hongyuan Zha},
  editor       = {Charles L. A. Clarke and
                  Gordon V. Cormack and
                  Jamie Callan and
                  David Hawking and
                  Alan F. Smeaton},
  title        = {Domain-independent text segmentation using anisotropic diffusion and
                  dynamic programming},
  booktitle    = {{SIGIR} 2003: Proceedings of the 26th Annual International {ACM} {SIGIR}
                  Conference on Research and Development in Information Retrieval, July
                  28 - August 1, 2003, Toronto, Canada},
  pages        = {322--329},
  publisher    = {{ACM}},
  year         = {2003},
  url          = {https://doi.org/10.1145/860435.860494},
  doi          = {10.1145/860435.860494},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/JiZ03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HanMGZ03,
  author       = {Hui Han and
                  Eren Manavoglu and
                  C. Lee Giles and
                  Hongyuan Zha},
  editor       = {Charles L. A. Clarke and
                  Gordon V. Cormack and
                  Jamie Callan and
                  David Hawking and
                  Alan F. Smeaton},
  title        = {Rule-based word clustering for text classification},
  booktitle    = {{SIGIR} 2003: Proceedings of the 26th Annual International {ACM} {SIGIR}
                  Conference on Research and Development in Information Retrieval, July
                  28 - August 1, 2003, Toronto, Canada},
  pages        = {445--446},
  publisher    = {{ACM}},
  year         = {2003},
  url          = {https://doi.org/10.1145/860435.860543},
  doi          = {10.1145/860435.860543},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/HanMGZ03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/BarlowBRZ02,
  author       = {Jesse L. Barlow and
                  Michael W. Berry and
                  Axel Ruhe and
                  Hongyuan Zha},
  title        = {Preface},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {41},
  number       = {1},
  pages        = {1--2},
  year         = {2002},
  url          = {https://doi.org/10.1016/S0167-9473(02)00204-9},
  doi          = {10.1016/S0167-9473(02)00204-9},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/BarlowBRZ02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/HeZDS02,
  author       = {Xiaofeng He and
                  Hongyuan Zha and
                  Chris H. Q. Ding and
                  Horst D. Simon},
  title        = {Web document clustering using hyperlink structures},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {41},
  number       = {1},
  pages        = {19--45},
  year         = {2002},
  url          = {https://doi.org/10.1016/S0167-9473(02)00070-1},
  doi          = {10.1016/S0167-9473(02)00070-1},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/csda/HeZDS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/ZhangZS02,
  author       = {Zhenyue Zhang and
                  Hongyuan Zha and
                  Horst D. Simon},
  title        = {Low-Rank Approximations with Sparse Factors {I:} Basic Algorithms
                  and Error Analysis},
  journal      = {{SIAM} J. Matrix Anal. Appl.},
  volume       = {23},
  number       = {3},
  pages        = {706--727},
  year         = {2002},
  url          = {https://doi.org/10.1137/S0895479899359631},
  doi          = {10.1137/S0895479899359631},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siammax/ZhangZS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csb/LiZ02,
  author       = {Jia Li and
                  Hongyuan Zha},
  title        = {Simultaneous Classification and Feature Clustering Using Discriminant
                  Vector Quantization with Applications to Microarray Data Analysis},
  booktitle    = {1st {IEEE} Computer Society Bioinformatics Conference, {CSB} 2002,
                  Stanford, CA, USA, August 14-16, 2002},
  pages        = {246--255},
  publisher    = {{IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1109/CSB.2002.1039347},
  doi          = {10.1109/CSB.2002.1039347},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/csb/LiZ02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DingHZS02,
  author       = {Chris H. Q. Ding and
                  Xiaofeng He and
                  Hongyuan Zha and
                  Horst D. Simon},
  title        = {Adaptive dimension reduction for clustering high dimensional data},
  booktitle    = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
                  {(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
  pages        = {147--154},
  publisher    = {{IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1109/ICDM.2002.1183897},
  doi          = {10.1109/ICDM.2002.1183897},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/DingHZS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DingHZS02,
  author       = {Chris H. Q. Ding and
                  Xiaofeng He and
                  Hongyuan Zha and
                  Horst D. Simon},
  editor       = {Tapio Elomaa and
                  Heikki Mannila and
                  Hannu Toivonen},
  title        = {Unsupervised Learning: Self-aggregation in Scaled Principal Component
                  Space},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, 6th European Conference,
                  {PKDD} 2002, Helsinki, Finland, August 19-23, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2431},
  pages        = {112--124},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-45681-3\_10},
  doi          = {10.1007/3-540-45681-3\_10},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/DingHZS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Zha02,
  author       = {Hongyuan Zha},
  editor       = {Kalervo J{\"{a}}rvelin and
                  Micheline Beaulieu and
                  Ricardo A. Baeza{-}Yates and
                  Sung{-}Hyon Myaeng},
  title        = {Generic summarization and keyphrase extraction using mutual reinforcement
                  principle and sentence clustering},
  booktitle    = {{SIGIR} 2002: Proceedings of the 25th Annual International {ACM} {SIGIR}
                  Conference on Research and Development in Information Retrieval, August
                  11-15, 2002, Tampere, Finland},
  pages        = {113--120},
  publisher    = {{ACM}},
  year         = {2002},
  url          = {https://doi.org/10.1145/564376.564398},
  doi          = {10.1145/564376.564398},
  timestamp    = {Wed, 07 Nov 2018 14:52:44 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/Zha02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DingHHZS02,
  author       = {Chris H. Q. Ding and
                  Xiaofeng He and
                  Parry Husbands and
                  Hongyuan Zha and
                  Horst D. Simon},
  editor       = {Kalervo J{\"{a}}rvelin and
                  Micheline Beaulieu and
                  Ricardo A. Baeza{-}Yates and
                  Sung{-}Hyon Myaeng},
  title        = {PageRank, {HITS} and a unified framework for link analysis},
  booktitle    = {{SIGIR} 2002: Proceedings of the 25th Annual International {ACM} {SIGIR}
                  Conference on Research and Development in Information Retrieval, August
                  11-15, 2002, Tampere, Finland},
  pages        = {353--354},
  publisher    = {{ACM}},
  year         = {2002},
  url          = {https://doi.org/10.1145/564376.564440},
  doi          = {10.1145/564376.564440},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/DingHHZS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhaJ02,
  author       = {Hongyuan Zha and
                  Xiang Ji},
  editor       = {Kalervo J{\"{a}}rvelin and
                  Micheline Beaulieu and
                  Ricardo A. Baeza{-}Yates and
                  Sung{-}Hyon Myaeng},
  title        = {Correlating multilingual documents via bipartite graph modeling},
  booktitle    = {{SIGIR} 2002: Proceedings of the 25th Annual International {ACM} {SIGIR}
                  Conference on Research and Development in Information Retrieval, August
                  11-15, 2002, Tampere, Finland},
  pages        = {443--444},
  publisher    = {{ACM}},
  year         = {2002},
  url          = {https://doi.org/10.1145/564376.564485},
  doi          = {10.1145/564376.564485},
  timestamp    = {Mon, 04 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/ZhaJ02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-LG-0212008,
  author       = {Zhenyue Zhang and
                  Hongyuan Zha},
  title        = {Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent
                  Space Alignment},
  journal      = {CoRR},
  volume       = {cs.LG/0212008},
  year         = {2002},
  url          = {http://arxiv.org/abs/cs/0212008},
  timestamp    = {Fri, 10 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/cs-LG-0212008.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/ZhangZ01,
  author       = {Zhenyue Zhang and
                  Hongyuan Zha},
  title        = {Structure and Perturbation Analysis of Truncated SVDs for Column-Partitioned
                  Matrices},
  journal      = {{SIAM} J. Matrix Anal. Appl.},
  volume       = {22},
  number       = {4},
  pages        = {1245--1262},
  year         = {2001},
  url          = {https://doi.org/10.1137/S0895479899357875},
  doi          = {10.1137/S0895479899357875},
  timestamp    = {Tue, 26 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siammax/ZhangZ01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaHDGS01,
  author       = {Hongyuan Zha and
                  Xiaofeng He and
                  Chris H. Q. Ding and
                  Ming Gu and
                  Horst D. Simon},
  title        = {Bipartite Graph Partitioning and Data Clustering},
  booktitle    = {Proceedings of the 2001 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, Atlanta, Georgia, USA, November 5-10, 2001},
  pages        = {25--32},
  publisher    = {{ACM}},
  year         = {2001},
  url          = {https://doi.org/10.1145/502585.502591},
  doi          = {10.1145/502585.502591},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/ZhaHDGS01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DingHZGS01,
  author       = {Chris H. Q. Ding and
                  Xiaofeng He and
                  Hongyuan Zha and
                  Ming Gu and
                  Horst D. Simon},
  editor       = {Nick Cercone and
                  Tsau Young Lin and
                  Xindong Wu},
  title        = {A Min-max Cut Algorithm for Graph Partitioning and Data Clustering},
  booktitle    = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
                  29 November - 2 December 2001, San Jose, California, {USA}},
  pages        = {107--114},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/ICDM.2001.989507},
  doi          = {10.1109/ICDM.2001.989507},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/DingHZGS01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeDZS01,
  author       = {Xiaofeng He and
                  Chris H. Q. Ding and
                  Hongyuan Zha and
                  Horst D. Simon},
  editor       = {Nick Cercone and
                  Tsau Young Lin and
                  Xindong Wu},
  title        = {Automatic Topic Identification Using Webpage Clustering},
  booktitle    = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
                  29 November - 2 December 2001, San Jose, California, {USA}},
  pages        = {195--202},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/ICDM.2001.989518},
  doi          = {10.1109/ICDM.2001.989518},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/HeDZS01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DingHZ01,
  author       = {Chris H. Q. Ding and
                  Xiaofeng He and
                  Hongyuan Zha},
  editor       = {Doheon Lee and
                  Mario Schkolnick and
                  Foster J. Provost and
                  Ramakrishnan Srikant},
  title        = {A spectral method to separate disconnected and nearly-disconnected
                  web graph components},
  booktitle    = {Proceedings of the seventh {ACM} {SIGKDD} international conference
                  on Knowledge discovery and data mining, San Francisco, CA, USA, August
                  26-29, 2001},
  pages        = {275--280},
  publisher    = {{ACM}},
  year         = {2001},
  url          = {https://doi.org/10.1145/502512.502551},
  doi          = {10.1145/502512.502551},
  timestamp    = {Tue, 01 Jun 2021 15:21:34 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/DingHZ01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaHDGS01,
  author       = {Hongyuan Zha and
                  Xiaofeng He and
                  Chris H. Q. Ding and
                  Ming Gu and
                  Horst D. Simon},
  editor       = {Thomas G. Dietterich and
                  Suzanna Becker and
                  Zoubin Ghahramani},
  title        = {Spectral Relaxation for K-means Clustering},
  booktitle    = {Advances in Neural Information Processing Systems 14 [Neural Information
                  Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
                  2001, Vancouver, British Columbia, Canada]},
  pages        = {1057--1064},
  publisher    = {{MIT} Press},
  year         = {2001},
  url          = {https://proceedings.neurips.cc/paper/2001/hash/d5c186983b52c4551ee00f72316c6eaa-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ZhaHDGS01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-IR-0108018,
  author       = {Hongyuan Zha and
                  Xiaofeng He and
                  Chris H. Q. Ding and
                  Ming Gu and
                  Horst D. Simon},
  title        = {Bipartite graph partitioning and data clustering},
  journal      = {CoRR},
  volume       = {cs.IR/0108018},
  year         = {2001},
  url          = {https://arxiv.org/abs/cs/0108018},
  timestamp    = {Fri, 10 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/cs-IR-0108018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/ZhaZ00,
  author       = {Hongyuan Zha and
                  Zhenyue Zhang},
  title        = {Matrices with Low-Rank-Plus-Shift Structure: Partial {SVD} and Latent
                  Semantic Indexing},
  journal      = {{SIAM} J. Matrix Anal. Appl.},
  volume       = {21},
  number       = {2},
  pages        = {522--536},
  year         = {2000},
  url          = {https://doi.org/10.1137/S0895479898344443},
  doi          = {10.1137/S0895479898344443},
  timestamp    = {Tue, 26 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siammax/ZhaZ00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/SimonZ00,
  author       = {Horst D. Simon and
                  Hongyuan Zha},
  title        = {Low-Rank Matrix Approximation Using the Lanczos Bidiagonalization
                  Process with Applications},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {21},
  number       = {6},
  pages        = {2257--2274},
  year         = {2000},
  url          = {https://doi.org/10.1137/S1064827597327309},
  doi          = {10.1137/S1064827597327309},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamsc/SimonZ00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/ZhaS99,
  author       = {Hongyuan Zha and
                  Horst D. Simon},
  title        = {On Updating Problems in Latent Semantic Indexing},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {21},
  number       = {2},
  pages        = {782--791},
  year         = {1999},
  url          = {https://doi.org/10.1137/S1064827597329266},
  doi          = {10.1137/S1064827597329266},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamsc/ZhaS99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/ZhaZ98,
  author       = {Hongyuan Zha and
                  Zhenyue Zhang},
  title        = {A Cubically Convergent Parallelizable Method for the Hermitian Eigenvalue
                  Problem},
  journal      = {{SIAM} J. Matrix Anal. Appl.},
  volume       = {19},
  number       = {2},
  pages        = {468--486},
  year         = {1998},
  url          = {https://doi.org/10.1137/s0895479896302035},
  doi          = {10.1137/S0895479896302035},
  timestamp    = {Sun, 13 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siammax/ZhaZ98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/BarlowZ98,
  author       = {Jesse L. Barlow and
                  Hongyuan Zha},
  title        = {Growth in Gaussian Elimination, Orthogonal Matrices, and the 2-Norm},
  journal      = {{SIAM} J. Matrix Anal. Appl.},
  volume       = {19},
  number       = {3},
  pages        = {807--815},
  year         = {1998},
  url          = {https://doi.org/10.1137/s0895479896309912},
  doi          = {10.1137/S0895479896309912},
  timestamp    = {Sun, 13 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siammax/BarlowZ98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/irregular/ZhaMS98,
  author       = {Hongyuan Zha and
                  Osni Marques and
                  Horst D. Simon},
  editor       = {Afonso Ferreira and
                  Jos{\'{e}} D. P. Rolim and
                  Horst D. Simon and
                  Shang{-}Hua Teng},
  title        = {Large-Scale {SVD} and Subspace-Based Methods for Information Retrieval},
  booktitle    = {Solving Irregularly Structured Problems in Parallel, 5th International
                  Symposium, {IRREGULAR} '98, Berkeley, California, USA, August 9-11,
                  1998, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1457},
  pages        = {29--42},
  publisher    = {Springer},
  year         = {1998},
  url          = {https://doi.org/10.1007/BFb0018525},
  doi          = {10.1007/BFB0018525},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/irregular/ZhaMS98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/Zha96,
  author       = {Hongyuan Zha},
  title        = {Fast algorithms for direction-of-arrival finding using large {ESPRIT}
                  arrays},
  journal      = {Signal Process.},
  volume       = {48},
  number       = {2},
  pages        = {111--121},
  year         = {1996},
  url          = {https://doi.org/10.1016/0165-1684(95)00128-X},
  doi          = {10.1016/0165-1684(95)00128-X},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigpro/Zha96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/TungZK96,
  author       = {Shang{-}Sheng Tung and
                  Hongyuan Zha and
                  Thomas F. Keefe},
  editor       = {Roland Wagner and
                  Helmut Thoma},
  title        = {Indexing Management for Distributed Linear Hash Files},
  booktitle    = {Seventh International Workshop on Database and Expert Systems Applications,
                  {DEXA} '96, Zurich, Switzerland, September 9-10, 1996},
  pages        = {106--114},
  publisher    = {{IEEE} Computer Society},
  year         = {1996},
  url          = {https://doi.org/10.1109/DEXA.1996.558283},
  doi          = {10.1109/DEXA.1996.558283},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dexaw/TungZK96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/Zha95,
  author       = {Hongyuan Zha},
  title        = {Comments on Large Least Squares Problems Involving Kronecker Products},
  journal      = {{SIAM} J. Matrix Anal. Appl.},
  volume       = {16},
  number       = {4},
  pages        = {1172},
  year         = {1995},
  url          = {https://doi.org/10.1137/S0895479894265009},
  doi          = {10.1137/S0895479894265009},
  timestamp    = {Tue, 26 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siammax/Zha95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/na/HuffelZ93,
  author       = {Sabine Van Huffel and
                  Hongyuan Zha},
  title        = {An efficient Total Least Squares algorithm based on a rank-revealing
                  two-sided orthogonal decomposition},
  journal      = {Numer. Algorithms},
  volume       = {4},
  number       = {1},
  pages        = {101--133},
  year         = {1993},
  url          = {https://doi.org/10.1007/BF02142742},
  doi          = {10.1007/BF02142742},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/na/HuffelZ93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/BaiZ93,
  author       = {Zhaojun Bai and
                  Hongyuan Zha},
  title        = {A New Preprocessing Algorithm for the Computation of the Generalized
                  Singular Value Decomposition},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {14},
  number       = {4},
  pages        = {1007--1012},
  year         = {1993},
  url          = {https://doi.org/10.1137/0914060},
  doi          = {10.1137/0914060},
  timestamp    = {Thu, 30 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamsc/BaiZ93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/el/93/HuffelZ93,
  author       = {Sabine Van Huffel and
                  Hongyuan Zha},
  editor       = {Calyampudi Radhakrishna Rao},
  title        = {10 The total least squares problem},
  booktitle    = {Computational Statistics},
  series       = {Handbook of Statistics},
  volume       = {9},
  pages        = {377--408},
  publisher    = {North-Holland},
  year         = {1993},
  url          = {https://doi.org/10.1016/s0169-7161(05)80134-8},
  doi          = {10.1016/S0169-7161(05)80134-8},
  timestamp    = {Tue, 02 Jun 2020 17:09:08 +0200},
  biburl       = {https://dblp.org/rec/books/el/93/HuffelZ93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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