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BibTeX records: Hongyuan Zha
@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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