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ORCIDBibTeX records: Quanming Yao
@article{DBLP:journals/tois/WeiZHY24,
author = {Lanning Wei and
Huan Zhao and
Zhiqiang He and
Quanming Yao},
title = {Neural Architecture Search for GNN-Based Graph Classification},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {1},
pages = {1:1--1:29},
year = {2024},
url = {https://doi.org/10.1145/3584945},
doi = {10.1145/3584945},
timestamp = {Wed, 20 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/WeiZHY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuQYSZW24,
author = {Lebin Yu and
Yunbo Qiu and
Quanming Yao and
Yuan Shen and
Xudong Zhang and
Jian Wang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Robust Communicative Multi-Agent Reinforcement Learning with Active
Defense},
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 = {17575--17582},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i16.29708},
doi = {10.1609/AAAI.V38I16.29708},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuQYSZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Yao24a,
author = {Quanming Yao},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Towards Human-like Learning from Relational Structured Data},
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 = {22684},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30300},
doi = {10.1609/AAAI.V38I20.30300},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Yao24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11641,
author = {Lanning Wei and
Jun Gao and
Huan Zhao and
Quanming Yao},
title = {Towards Versatile Graph Learning Approach: from the Perspective of
Large Language Models},
journal = {CoRR},
volume = {abs/2402.11641},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11641},
doi = {10.48550/ARXIV.2402.11641},
eprinttype = {arXiv},
eprint = {2402.11641},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18875,
author = {Zhen Hao Wong and
Hansi Yang and
Xiaoyi Fu and
Quanming Yao},
title = {Loss-aware Curriculum Learning for Heterogeneous Graph Neural Networks},
journal = {CoRR},
volume = {abs/2402.18875},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18875},
doi = {10.48550/ARXIV.2402.18875},
eprinttype = {arXiv},
eprint = {2402.18875},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10231,
author = {Zhanke Zhou and
Yongqi Zhang and
Jiangchao Yao and
Quanming Yao and
Bo Han},
title = {Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge
Graphs},
journal = {CoRR},
volume = {abs/2403.10231},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10231},
doi = {10.48550/ARXIV.2403.10231},
eprinttype = {arXiv},
eprint = {2403.10231},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11199,
author = {Haiquan Qiu and
Yatao Bian and
Quanming Yao},
title = {Graph Unitary Message Passing},
journal = {CoRR},
volume = {abs/2403.11199},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11199},
doi = {10.48550/ARXIV.2403.11199},
eprinttype = {arXiv},
eprint = {2403.11199},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11199.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14377,
author = {Guangyi Liu and
Quanming Yao and
Yongqi Zhang and
Lei Chen},
title = {Knowledge-Enhanced Recommendation with User-Centric Subgraph Network},
journal = {CoRR},
volume = {abs/2403.14377},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14377},
doi = {10.48550/ARXIV.2403.14377},
eprinttype = {arXiv},
eprint = {2403.14377},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ncs/ZhangYYWZL023,
author = {Yongqi Zhang and
Quanming Yao and
Ling Yue and
Xian Wu and
Ziheng Zhang and
Zhenxi Lin and
Yefeng Zheng},
title = {Emerging drug interaction prediction enabled by a flow-based graph
neural network with biomedical network},
journal = {Nat. Comput. Sci.},
volume = {3},
number = {12},
pages = {1023--1033},
year = {2023},
url = {https://doi.org/10.1038/s43588-023-00558-4},
doi = {10.1038/S43588-023-00558-4},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ncs/ZhangYYWZL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhangYK23,
author = {Yongqi Zhang and
Quanming Yao and
James T. Kwok},
title = {Bilinear Scoring Function Search for Knowledge Graph Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {2},
pages = {1458--1473},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3157321},
doi = {10.1109/TPAMI.2022.3157321},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ZhangYK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhangYKB23,
author = {Hui Zhang and
Quanming Yao and
James T. Kwok and
Xiang Bai},
title = {Searching a High Performance Feature Extractor for Text Recognition
Network},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {5},
pages = {6231--6246},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3205748},
doi = {10.1109/TPAMI.2022.3205748},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ZhangYKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenWYLJY23,
author = {Huiming Chen and
Huandong Wang and
Quanming Yao and
Yong Li and
Depeng Jin and
Qiang Yang},
title = {LoSAC: An Efficient Local Stochastic Average Control Method for Federated
Optimization},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {4},
pages = {58:1--58:28},
year = {2023},
url = {https://doi.org/10.1145/3566128},
doi = {10.1145/3566128},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ChenWYLJY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TangCZLRZYL23,
author = {Yunbo Tang and
Dan Chen and
Yiping Zuo and
Xiaoqiang Lu and
Rajiv Ranjan and
Albert Y. Zomaya and
Quanming Yao and
Xiaoli Li},
title = {Enhanced Bayesian Factorization With Variant Scale Partitioning for
Multivariate Time Series Analysis},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {4},
pages = {3832--3845},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3128770},
doi = {10.1109/TKDE.2021.3128770},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/TangCZLRZYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/XuYLY23,
author = {Zhen Xu and
Quanming Yao and
Yong Li and
Qiang Yang},
title = {Understanding and Simplifying Architecture Search in Spatio-Temporal
Graph Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=4jEuiMPKSF},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/XuYLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/YuQYZW23,
author = {Lebin Yu and
Yunbo Qiu and
Quanming Yao and
Xudong Zhang and
Jian Wang},
editor = {Sven Koenig and
Roni Stern and
Mauro Vallati},
title = {Improving Zero-Shot Coordination Performance Based on Policy Similarity},
booktitle = {Proceedings of the Thirty-Third International Conference on Automated
Planning and Scheduling, July 8-13, 2023, Prague, Czech Republic},
pages = {438--442},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/icaps.v33i1.27223},
doi = {10.1609/ICAPS.V33I1.27223},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aips/YuQYZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YangZYK23,
author = {Hansi Yang and
Yongqi Zhang and
Quanming Yao and
James T. Kwok},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Positive-Unlabeled Node Classification with Structure-aware Graph
Learning},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4390--4394},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615250},
doi = {10.1145/3583780.3615250},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YangZYK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YueZYLWZL023,
author = {Ling Yue and
Yongqi Zhang and
Quanming Yao and
Yong Li and
Xian Wu and
Ziheng Zhang and
Zhenxi Lin and
Yefeng Zheng},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Relation-aware Ensemble Learning for Knowledge Graph Embedding},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {16620--16631},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.1034},
doi = {10.18653/V1/2023.EMNLP-MAIN.1034},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YueZYLWZL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ZhangZYW23,
author = {Yongqi Zhang and
Hui Zhang and
Quanming Yao and
Jun Wan},
title = {Combining Self-Supervised and Supervised Learning with Noisy Labels},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2023,
Kuala Lumpur, Malaysia, October 8-11, 2023},
pages = {605--609},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICIP49359.2023.10221957},
doi = {10.1109/ICIP49359.2023.10221957},
timestamp = {Tue, 21 Nov 2023 12:38:06 +0100},
biburl = {https://dblp.org/rec/conf/icip/ZhangZYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShiDCYL023,
author = {Hongzhi Shi and
Jingtao Ding and
Yufan Cao and
Quanming Yao and
Li Liu and
Yong Li},
title = {Learning Symbolic Models for Graph-structured Physical Mechanism},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=f2wN4v\_2\_\_W},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShiDCYL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhuYLYX023,
author = {Jianing Zhu and
Jiangchao Yao and
Tongliang Liu and
Quanming Yao and
Jianliang Xu and
Bo Han},
title = {Combating Exacerbated Heterogeneity for Robust Models in Federated
Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=eKllxpLOOm},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhuYLYX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouZLYYH23,
author = {Zhanke Zhou and
Chenyu Zhou and
Xuan Li and
Jiangchao Yao and
Quanming Yao and
Bo Han},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {On Strengthening and Defending Graph Reconstruction Attack with Markov
Chain Approximation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {42843--42877},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/zhou23s.html},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouZLYYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangZTY23,
author = {Xu Wang and
Huan Zhao and
Wei{-}Wei Tu and
Quanming Yao},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Automated 3D Pre-Training for Molecular Property Prediction},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {2419--2430},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599252},
doi = {10.1145/3580305.3599252},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangZTY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZY0023,
author = {Yongqi Zhang and
Zhanke Zhou and
Quanming Yao and
Xiaowen Chu and
Bo Han},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {AdaProp: Learning Adaptive Propagation for Graph Neural Network based
Knowledge Graph Reasoning},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {3446--3457},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599404},
doi = {10.1145/3580305.3599404},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZY0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShenYLKY23,
author = {Zhenqian Shen and
Hansi Yang and
Yong Li and
James T. Kwok and
Quanming Yao},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Efficient Hyper-parameter Optimization with Cubic Regularization},
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/b7500454af92cf3934eb1cc2d59abbdf-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShenYLKY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouYLGYHW0023,
author = {Zhanke Zhou and
Jiangchao Yao and
Jiaxu Liu and
Xiawei Guo and
Quanming Yao and
LI He and
Liang Wang and
Bo Zheng and
Bo Han},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Combating Bilateral Edge Noise for Robust Link Prediction},
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/435986a8cc3e0667648df5d1c2d55c83-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhouYLGYHW0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WeiHZY23,
author = {Lanning Wei and
Zhiqiang He and
Huan Zhao and
Quanming Yao},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Search to Capture Long-range Dependency with Stacking GNNs for Graph
Classification},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {588--598},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583486},
doi = {10.1145/3543507.3583486},
timestamp = {Wed, 20 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/WeiHZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WuWJDDY23,
author = {Shiguang Wu and
Yaqing Wang and
Qinghe Jing and
Daxiang Dong and
Dejing Dou and
Quanming Yao},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {ColdNAS: Search to Modulate for User Cold-Start Recommendation},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {1021--1031},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583344},
doi = {10.1145/3543507.3583344},
timestamp = {Mon, 22 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WuWJDDY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ShiYL23,
author = {Hongzhi Shi and
Quanming Yao and
Yong Li},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Learning to Simulate Crowd Trajectories with Graph Networks},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {4200--4209},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583858},
doi = {10.1145/3543507.3583858},
timestamp = {Mon, 08 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ShiYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05063,
author = {Lebin Yu and
Yunbo Qiu and
Quanming Yao and
Xudong Zhang and
Jian Wang},
title = {Improving Zero-Shot Coordination Performance Based on Policy Similarity},
journal = {CoRR},
volume = {abs/2302.05063},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05063},
doi = {10.48550/ARXIV.2302.05063},
eprinttype = {arXiv},
eprint = {2302.05063},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08671,
author = {Lanning Wei and
Zhiqiang He and
Huan Zhao and
Quanming Yao},
title = {Search to Capture Long-range Dependency with Stacking GNNs for Graph
Classification},
journal = {CoRR},
volume = {abs/2302.08671},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08671},
doi = {10.48550/ARXIV.2302.08671},
eprinttype = {arXiv},
eprint = {2302.08671},
timestamp = {Wed, 20 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00250,
author = {Jianing Zhu and
Jiangchao Yao and
Tongliang Liu and
Quanming Yao and
Jianliang Xu and
Bo Han},
title = {Combating Exacerbated Heterogeneity for Robust Models in Federated
Learning},
journal = {CoRR},
volume = {abs/2303.00250},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.00250},
doi = {10.48550/ARXIV.2303.00250},
eprinttype = {arXiv},
eprint = {2303.00250},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-00250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12306,
author = {Haiquan Qiu and
Yongqi Zhang and
Yong Li and
Quanming Yao},
title = {Logical Expressiveness of Graph Neural Network for Knowledge Graph
Reasoning},
journal = {CoRR},
volume = {abs/2303.12306},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.12306},
doi = {10.48550/ARXIV.2303.12306},
eprinttype = {arXiv},
eprint = {2303.12306},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-12306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03387,
author = {Shiguang Wu and
Yaqing Wang and
Qinghe Jing and
Daxiang Dong and
Dejing Dou and
Quanming Yao},
title = {ColdNAS: Search to Modulate for User Cold-Start Recommendation},
journal = {CoRR},
volume = {abs/2306.03387},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03387},
doi = {10.48550/ARXIV.2306.03387},
eprinttype = {arXiv},
eprint = {2306.03387},
timestamp = {Mon, 22 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07812,
author = {Xu Wang and
Huan Zhao and
Weiwei Tu and
Quanming Yao},
title = {Automated 3D Pre-Training for Molecular Property Prediction},
journal = {CoRR},
volume = {abs/2306.07812},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07812},
doi = {10.48550/ARXIV.2306.07812},
eprinttype = {arXiv},
eprint = {2306.07812},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07812.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09104,
author = {Zhanke Zhou and
Chenyu Zhou and
Xuan Li and
Jiangchao Yao and
Quanming Yao and
Bo Han},
title = {On Strengthening and Defending Graph Reconstruction Attack with Markov
Chain Approximation},
journal = {CoRR},
volume = {abs/2306.09104},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09104},
doi = {10.48550/ARXIV.2306.09104},
eprinttype = {arXiv},
eprint = {2306.09104},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-04565,
author = {Lanning Wei and
Zhiqiang He and
Huan Zhao and
Quanming Yao},
title = {Unleashing the Power of Graph Learning through LLM-based Autonomous
Agents},
journal = {CoRR},
volume = {abs/2309.04565},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.04565},
doi = {10.48550/ARXIV.2309.04565},
eprinttype = {arXiv},
eprint = {2309.04565},
timestamp = {Wed, 20 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-04565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00614,
author = {Shiguang Wu and
Yaqing Wang and
Quanming Yao},
title = {Hierarchical Adaptation with Hypernetworks for Few-shot Molecular
Property Prediction},
journal = {CoRR},
volume = {abs/2310.00614},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00614},
doi = {10.48550/ARXIV.2310.00614},
eprinttype = {arXiv},
eprint = {2310.00614},
timestamp = {Mon, 22 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00614.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08917,
author = {Ling Yue and
Yongqi Zhang and
Quanming Yao and
Yong Li and
Xian Wu and
Ziheng Zhang and
Zhenxi Lin and
Yefeng Zheng},
title = {Relation-aware Ensemble Learning for Knowledge Graph Embedding},
journal = {CoRR},
volume = {abs/2310.08917},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08917},
doi = {10.48550/ARXIV.2310.08917},
eprinttype = {arXiv},
eprint = {2310.08917},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13538,
author = {Hansi Yang and
Yongqi Zhang and
Quanming Yao and
James T. Kwok},
title = {Positive-Unlabeled Node Classification with Structure-aware Graph
Learning},
journal = {CoRR},
volume = {abs/2310.13538},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13538},
doi = {10.48550/ARXIV.2310.13538},
eprinttype = {arXiv},
eprint = {2310.13538},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13538.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14166,
author = {Zhen Hao Wong and
Ling Yue and
Quanming Yao},
title = {Ensemble Learning for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2310.14166},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14166},
doi = {10.48550/ARXIV.2310.14166},
eprinttype = {arXiv},
eprint = {2310.14166},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01196,
author = {Zhanke Zhou and
Jiangchao Yao and
Jiaxu Liu and
Xiawei Guo and
Quanming Yao and
Li He and
Liang Wang and
Bo Zheng and
Bo Han},
title = {Combating Bilateral Edge Noise for Robust Link Prediction},
journal = {CoRR},
volume = {abs/2311.01196},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.01196},
doi = {10.48550/ARXIV.2311.01196},
eprinttype = {arXiv},
eprint = {2311.01196},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-01196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09261,
author = {Yongqi Zhang and
Quanming Yao and
Ling Yue and
Xian Wu and
Ziheng Zhang and
Zhenxi Lin and
Yefeng Zheng},
title = {Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural
Network with Biomedical Network},
journal = {CoRR},
volume = {abs/2311.09261},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09261},
doi = {10.48550/ARXIV.2311.09261},
eprinttype = {arXiv},
eprint = {2311.09261},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-15056,
author = {Yaqing Wang and
Zaifei Yang and
Quanming Yao},
title = {Accurate and interpretable drug-drug interaction prediction enabled
by knowledge subgraph learning},
journal = {CoRR},
volume = {abs/2311.15056},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.15056},
doi = {10.48550/ARXIV.2311.15056},
eprinttype = {arXiv},
eprint = {2311.15056},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-15056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11545,
author = {Lebin Yu and
Yunbo Qiu and
Quanming Yao and
Yuan Shen and
Xudong Zhang and
Jian Wang},
title = {Robust Communicative Multi-Agent Reinforcement Learning with Active
Defense},
journal = {CoRR},
volume = {abs/2312.11545},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11545},
doi = {10.48550/ARXIV.2312.11545},
eprinttype = {arXiv},
eprint = {2312.11545},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/XuWZYYTG22,
author = {Zhen Xu and
Lanning Wei and
Huan Zhao and
Rex Ying and
Quanming Yao and
Wei{-}Wei Tu and
Isabelle Guyon},
title = {Bridging the Gap of AutoGraph Between Academia and Industry: Analyzing
AutoGraph Challenge at {KDD} Cup 2020},
journal = {Frontiers Artif. Intell.},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/frai.2022.905104},
doi = {10.3389/FRAI.2022.905104},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/frai/XuWZYYTG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YaoW0K22,
author = {Quanming Yao and
Yaqing Wang and
Bo Han and
James T. Kwok},
title = {Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {136:1--136:60},
year = {2022},
url = {http://jmlr.org/papers/v23/20-1368.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YaoW0K22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/HeYLYZZZ22,
author = {Wei He and
Quanming Yao and
Chao Li and
Naoto Yokoya and
Qibin Zhao and
Hongyan Zhang and
Liangpei Zhang},
title = {Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image
Restoration},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {4},
pages = {2089--2107},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2020.3027563},
doi = {10.1109/TPAMI.2020.3027563},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/HeYLYZZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YaoYHK22,
author = {Quanming Yao and
Hansi Yang and
En{-}Liang Hu and
James T. Kwok},
title = {Efficient Low-Rank Semidefinite Programming With Robust Loss Functions},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {10},
pages = {6153--6168},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3085858},
doi = {10.1109/TPAMI.2021.3085858},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/YaoYHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/XuEPRTYZG22,
author = {Zhen Xu and
Sergio Escalera and
Adrien Pav{\~{a}}o and
Magali Richard and
Wei{-}Wei Tu and
Quanming Yao and
Huan Zhao and
Isabelle Guyon},
title = {Codabench: Flexible, easy-to-use, and reproducible meta-benchmark
platform},
journal = {Patterns},
volume = {3},
number = {7},
pages = {100543},
year = {2022},
url = {https://doi.org/10.1016/j.patter.2022.100543},
doi = {10.1016/J.PATTER.2022.100543},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/patterns/XuEPRTYZG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangZYL22,
author = {Yongqi Zhang and
Zhanke Zhou and
Quanming Yao and
Yong Li},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Efficient Hyper-parameter Search for Knowledge Graph Embedding},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {2715--2735},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.194},
doi = {10.18653/V1/2022.ACL-LONG.194},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangZYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/HeYYUZZ22,
author = {Wei He and
Quanming Yao and
Naoto Yokoya and
Tatsumi Uezato and
Hongyan Zhang and
Liangpei Zhang},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Spectrum-Aware and Transferable Architecture Search for Hyperspectral
Image Restoration},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XIX}},
series = {Lecture Notes in Computer Science},
volume = {13679},
pages = {19--37},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19800-7\_2},
doi = {10.1007/978-3-031-19800-7\_2},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/HeYYUZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangDY022,
author = {Zhen Wang and
Haotong Du and
Quanming Yao and
Xuelong Li},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Search to Pass Messages for Temporal Knowledge Graph Completion},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {6160--6172},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.458},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.458},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangDY022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhengWYD22,
author = {Kaixin Zheng and
Yaqing Wang and
Quanming Yao and
Dejing Dou},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Simplified Graph Learning for Inductive Short Text Classification},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {10717--10724},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.735},
doi = {10.18653/V1/2022.EMNLP-MAIN.735},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhengWYD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiuWTMY22,
author = {Haiquan Qiu and
Yao Wang and
Shaojie Tang and
Deyu Meng and
Quanming Yao},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Fast and Provable Nonconvex Tensor {RPCA}},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {18211--18249},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/qiu22d.html},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/QiuWTMY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangY22,
author = {Yongqi Zhang and
Quanming Yao},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Knowledge Graph Reasoning with Relational Digraph},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {912--924},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512008},
doi = {10.1145/3485447.3512008},
timestamp = {Thu, 23 Jun 2022 19:54:34 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-02625,
author = {Zhen Xu and
Lanning Wei and
Huan Zhao and
Rex Ying and
Quanming Yao and
Wei{-}Wei Tu and
Isabelle Guyon},
title = {Bridging the Gap of AutoGraph between Academia and Industry: Analysing
AutoGraph Challenge at {KDD} Cup 2020},
journal = {CoRR},
volume = {abs/2204.02625},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.02625},
doi = {10.48550/ARXIV.2204.02625},
eprinttype = {arXiv},
eprint = {2204.02625},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-02625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-02460,
author = {Yongqi Zhang and
Zhanke Zhou and
Quanming Yao and
Yong Li},
title = {KGTuner: Efficient Hyper-parameter Search for Knowledge Graph Learning},
journal = {CoRR},
volume = {abs/2205.02460},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.02460},
doi = {10.48550/ARXIV.2205.02460},
eprinttype = {arXiv},
eprint = {2205.02460},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-02460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03059,
author = {Quanming Yao and
Yaqing Wang and
Bo Han and
James T. Kwok},
title = {Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization},
journal = {CoRR},
volume = {abs/2205.03059},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03059},
doi = {10.48550/ARXIV.2205.03059},
eprinttype = {arXiv},
eprint = {2205.03059},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15319,
author = {Yongqi Zhang and
Zhanke Zhou and
Quanming Yao and
Xiaowen Chu and
Bo Han},
title = {Learning Adaptive Propagation for Knowledge Graph Reasoning},
journal = {CoRR},
volume = {abs/2205.15319},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15319},
doi = {10.48550/ARXIV.2205.15319},
eprinttype = {arXiv},
eprint = {2205.15319},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06027,
author = {Xu Wang and
Huan Zhao and
Lanning Wei and
Quanming Yao},
title = {Graph Property Prediction on Open Graph Benchmark: {A} Winning Solution
by Graph Neural Architecture Search},
journal = {CoRR},
volume = {abs/2207.06027},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06027},
doi = {10.48550/ARXIV.2207.06027},
eprinttype = {arXiv},
eprint = {2207.06027},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11673,
author = {Hansi Yang and
Yongqi Zhang and
Quanming Yao},
title = {AutoWeird: Weird Translational Scoring Function Identified by Random
Search},
journal = {CoRR},
volume = {abs/2207.11673},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.11673},
doi = {10.48550/ARXIV.2207.11673},
eprinttype = {arXiv},
eprint = {2207.11673},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-11673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06794,
author = {Yinfeng Li and
Chen Gao and
Quanming Yao and
Tong Li and
Depeng Jin and
Yong Li},
title = {DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal
Activity Prediction},
journal = {CoRR},
volume = {abs/2208.06794},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06794},
doi = {10.48550/ARXIV.2208.06794},
eprinttype = {arXiv},
eprint = {2208.06794},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13139,
author = {Hui Zhang and
Quanming Yao and
James T. Kwok and
Xiang Bai},
title = {Searching a High-Performance Feature Extractor for Text Recognition
Network},
journal = {CoRR},
volume = {abs/2209.13139},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13139},
doi = {10.48550/ARXIV.2209.13139},
eprinttype = {arXiv},
eprint = {2209.13139},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16740,
author = {Zhen Wang and
Haotong Du and
Quanming Yao and
Xuelong Li},
title = {Search to Pass Messages for Temporal Knowledge Graph Completion},
journal = {CoRR},
volume = {abs/2210.16740},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16740},
doi = {10.48550/ARXIV.2210.16740},
eprinttype = {arXiv},
eprint = {2210.16740},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10990,
author = {Lanning Wei and
Zhiqiang He and
Huan Zhao and
Quanming Yao},
title = {Enhancing Intra-class Information Extraction for Heterophilous Graphs:
One Neural Architecture Search Approach},
journal = {CoRR},
volume = {abs/2211.10990},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10990},
doi = {10.48550/ARXIV.2211.10990},
eprinttype = {arXiv},
eprint = {2211.10990},
timestamp = {Wed, 20 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/WangYKN20,
author = {Yaqing Wang and
Quanming Yao and
James T. Kwok and
Lionel M. Ni},
title = {Generalizing from a Few Examples: {A} Survey on Few-shot Learning},
journal = {{ACM} Comput. Surv.},
volume = {53},
number = {3},
pages = {63:1--63:34},
year = {2021},
url = {https://doi.org/10.1145/3386252},
doi = {10.1145/3386252},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/WangYKN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhengWYL21,
author = {Wei Zheng and
Zhen Wang and
Quanming Yao and
Xuelong Li},
title = {WRTRe: Weighted relative position transformer for joint entity and
relation extraction},
journal = {Neurocomputing},
volume = {459},
pages = {315--326},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.06.071},
doi = {10.1016/J.NEUCOM.2021.06.071},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhengWYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/EscalanteYTPQYH21,
author = {Hugo Jair Escalante and
Quanming Yao and
Wei{-}Wei Tu and
Nelishia Pillay and
Rong Qu and
Yang Yu and
Neil Houlsby},
title = {Guest Editorial: Automated Machine Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {9},
pages = {2887--2890},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2021.3077106},
doi = {10.1109/TPAMI.2021.3077106},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/EscalanteYTPQYH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhaoYSKL21,
author = {Huan Zhao and
Quanming Yao and
Yangqiu Song and
James T. Kwok and
Dik Lun Lee},
title = {Side Information Fusion for Recommender Systems over Heterogeneous
Information Network},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {60:1--60:32},
year = {2021},
url = {https://doi.org/10.1145/3441446},
doi = {10.1145/3441446},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhaoYSKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/ZhangY021,
author = {Yongqi Zhang and
Quanming Yao and
Lei Chen},
title = {Simple and automated negative sampling for knowledge graph embedding},
journal = {{VLDB} J.},
volume = {30},
number = {2},
pages = {259--285},
year = {2021},
url = {https://doi.org/10.1007/s00778-020-00640-7},
doi = {10.1007/S00778-020-00640-7},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/ZhangY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WeiZYH21,
author = {Lanning Wei and
Huan Zhao and
Quanming Yao and
Zhiqiang He},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Pooling Architecture Search for Graph Classification},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {2091--2100},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482285},
doi = {10.1145/3459637.3482285},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WeiZYH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangWYD21,
author = {Yaqing Wang and
Song Wang and
Quanming Yao and
Dejing Dou},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Hierarchical Heterogeneous Graph Representation Learning for Short
Text Classification},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {3091--3101},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.247},
doi = {10.18653/V1/2021.EMNLP-MAIN.247},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WangWYD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhaoYT21,
author = {Huan Zhao and
Quanming Yao and
Weiwei Tu},
title = {Search to aggregate neighborhood for graph neural network},
booktitle = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,
Chania, Greece, April 19-22, 2021},
pages = {552--563},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDE51399.2021.00054},
doi = {10.1109/ICDE51399.2021.00054},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/ZhaoYT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/DiYZC21,
author = {Shimin Di and
Quanming Yao and
Yongqi Zhang and
Lei Chen},
title = {Efficient Relation-aware Scoring Function Search for Knowledge Graph
Embedding},
booktitle = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,
Chania, Greece, April 19-22, 2021},
pages = {1104--1115},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDE51399.2021.00100},
doi = {10.1109/ICDE51399.2021.00100},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/DiYZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DingYZZ21,
author = {Yuhui Ding and
Quanming Yao and
Huan Zhao and
Tong Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural
Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {279--288},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467447},
doi = {10.1145/3447548.3467447},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DingYZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GaoYJL21,
author = {Chen Gao and
Quanming Yao and
Depeng Jin and
Yong Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Efficient Data-specific Model Search for Collaborative Filtering},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {415--425},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467399},
doi = {10.1145/3447548.3467399},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GaoYJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GaoLYJL21,
author = {Chen Gao and
Yinfeng Li and
Quanming Yao and
Depeng Jin and
Yong Li},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Progressive Feature Interaction Search for Deep Sparse Network},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {392--403},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/03b2ceb73723f8b53cd533e4fba898ee-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GaoLYJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuYHL21,
author = {Fengli Xu and
Quanming Yao and
Pan Hui and
Yong Li},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Automorphic Equivalence-aware Graph Neural Network},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {15138--15150},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/7ffb4e0ece07869880d51662a2234143-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuYHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangAYD21,
author = {Yaqing Wang and
Abulikemu Abuduweili and
Quanming Yao and
Dejing Dou},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Property-Aware Relation Networks for Few-Shot Molecular Property Prediction},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17441--17454},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/91bc333f6967019ac47b49ca0f2fa757-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangAYD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangYK21,
author = {Yaqing Wang and
Quanming Yao and
James T. Kwok},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank
Matrix Learning},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {1798--1808},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450142},
doi = {10.1145/3442381.3450142},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/WangYK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuYL21,
author = {Yu Liu and
Quanming Yao and
Yong Li},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Role-Aware Modeling for N-ary Relational Knowledge Bases},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {2660--2671},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449874},
doi = {10.1145/3442381.3449874},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LiuYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DiYC21,
author = {Shimin Di and
Quanming Yao and
Lei Chen},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Searching to Sparsify Tensor Decomposition for N-ary Relational Data},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {4043--4054},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449853},
doi = {10.1145/3442381.3449853},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/DiYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-01078,
author = {Hansi Yang and
Quanming Yao and
James T. Kwok},
title = {Tensorizing Subgraph Search in the Supernet},
journal = {CoRR},
volume = {abs/2101.01078},
year = {2021},
url = {https://arxiv.org/abs/2101.01078},
eprinttype = {arXiv},
eprint = {2101.01078},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-01078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06608,
author = {Huan Zhao and
Quanming Yao and
Wei{-}Wei Tu},
title = {Search to aggregate neighborhood for graph neural network},
journal = {CoRR},
volume = {abs/2104.06608},
year = {2021},
url = {https://arxiv.org/abs/2104.06608},
eprinttype = {arXiv},
eprint = {2104.06608},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-09780,
author = {Yu Liu and
Quanming Yao and
Yong Li},
title = {Role-Aware Modeling for N-ary Relational Knowledge Bases},
journal = {CoRR},
volume = {abs/2104.09780},
year = {2021},
url = {https://arxiv.org/abs/2104.09780},
eprinttype = {arXiv},
eprint = {2104.09780},
timestamp = {Thu, 27 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-09780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-10625,
author = {Shimin Di and
Quanming Yao and
Lei Chen},
title = {Searching to Sparsify Tensor Decomposition for N-ary Relational Data},
journal = {CoRR},
volume = {abs/2104.10625},
year = {2021},
url = {https://arxiv.org/abs/2104.10625},
eprinttype = {arXiv},
eprint = {2104.10625},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-10625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-10880,
author = {Shimin Di and
Quanming Yao and
Yongqi Zhang and
Lei Chen},
title = {Efficient Relation-aware Scoring Function Search for Knowledge Graph
Embedding},
journal = {CoRR},
volume = {abs/2104.10880},
year = {2021},
url = {https://arxiv.org/abs/2104.10880},
eprinttype = {arXiv},
eprint = {2104.10880},
timestamp = {Mon, 09 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-10880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07453,
author = {Chen Gao and
Quanming Yao and
Depeng Jin and
Yong Li},
title = {Efficient Data-specific Model Search for Collaborative Filtering},
journal = {CoRR},
volume = {abs/2106.07453},
year = {2021},
url = {https://arxiv.org/abs/2106.07453},
eprinttype = {arXiv},
eprint = {2106.07453},
timestamp = {Fri, 25 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00184,
author = {Yongqi Zhang and
Zhanke Zhou and
Quanming Yao},
title = {AutoSF+: Towards Automatic Scoring Function Design for Knowledge Graph
Embedding},
journal = {CoRR},
volume = {abs/2107.00184},
year = {2021},
url = {https://arxiv.org/abs/2107.00184},
eprinttype = {arXiv},
eprint = {2107.00184},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06040,
author = {Yongqi Zhang and
Quanming Yao},
title = {Knowledge Graph Reasoning with Relational Directed Graph},
journal = {CoRR},
volume = {abs/2108.06040},
year = {2021},
url = {https://arxiv.org/abs/2108.06040},
eprinttype = {arXiv},
eprint = {2108.06040},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-09127,
author = {Xiawei Guo and
Yuhan Quan and
Huan Zhao and
Quanming Yao and
Yong Li and
Weiwei Tu},
title = {TabGNN: Multiplex Graph Neural Network for Tabular Data Prediction},
journal = {CoRR},
volume = {abs/2108.09127},
year = {2021},
url = {https://arxiv.org/abs/2108.09127},
eprinttype = {arXiv},
eprint = {2108.09127},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-09127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10587,
author = {Lanning Wei and
Huan Zhao and
Quanming Yao and
Zhiqiang He},
title = {Pooling Architecture Search for Graph Classification},
journal = {CoRR},
volume = {abs/2108.10587},
year = {2021},
url = {https://arxiv.org/abs/2108.10587},
eprinttype = {arXiv},
eprint = {2108.10587},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-10587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00180,
author = {Yaqing Wang and
Song Wang and
Quanming Yao and
Dejing Dou},
title = {Hierarchical Heterogeneous Graph Representation Learning for Short
Text Classification},
journal = {CoRR},
volume = {abs/2111.00180},
year = {2021},
url = {https://arxiv.org/abs/2111.00180},
eprinttype = {arXiv},
eprint = {2111.00180},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-00180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07839,
author = {Huiming Chen and
Huandong Wang and
Quanming Yao and
Yong Li and
Depeng Jin and
Qiang Yang},
title = {LoSAC: An Efficient Local Stochastic Average Control Method for Federated
Optimization},
journal = {CoRR},
volume = {abs/2112.07839},
year = {2021},
url = {https://arxiv.org/abs/2112.07839},
eprinttype = {arXiv},
eprint = {2112.07839},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YaoXTZ20,
author = {Quanming Yao and
Ju Xu and
Wei{-}Wei Tu and
Zhanxing Zhu},
title = {Efficient Neural Architecture Search via Proximal Iterations},
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 = {6664--6671},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6143},
doi = {10.1609/AAAI.V34I04.6143},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YaoXTZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoWY20,
author = {Huan Zhao and
Lanning Wei and
Quanming Yao},
editor = {Stefan Conrad and
Ilaria Tiddi},
title = {Simplifying Architecture Search for Graph Neural Network},
booktitle = {Proceedings of the {CIKM} 2020 Workshops co-located with 29th {ACM}
International Conference on Information and Knowledge Management {(CIKM}
2020), Galway, Ireland, October 19-23, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2699},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2699/paper08.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:32 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZhangYYXB20,
author = {Hui Zhang and
Quanming Yao and
Mingkun Yang and
Yongchao Xu and
Xiang Bai},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {AutoSTR: Efficient Backbone Search for Scene Text Recognition},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XXIV}},
series = {Lecture Notes in Computer Science},
volume = {12369},
pages = {751--767},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58586-0\_44},
doi = {10.1007/978-3-030-58586-0\_44},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/ZhangYYXB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhangYDC20,
author = {Yongqi Zhang and
Quanming Yao and
Wenyuan Dai and
Lei Chen},
title = {AutoSF: Searching Scoring Functions for Knowledge Graph Embedding},
booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
Dallas, TX, USA, April 20-24, 2020},
pages = {433--444},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDE48307.2020.00044},
doi = {10.1109/ICDE48307.2020.00044},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/ZhangYDC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ShiYGLZYLL20,
author = {Hongzhi Shi and
Quanming Yao and
Qi Guo and
Yaguang Li and
Lingyu Zhang and
Jieping Ye and
Yong Li and
Yan Liu},
title = {Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional
Network},
booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
Dallas, TX, USA, April 20-24, 2020},
pages = {1818--1821},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDE48307.2020.00178},
doi = {10.1109/ICDE48307.2020.00178},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/ShiYGLZYLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/00030YYXTS20,
author = {Bo Han and
Gang Niu and
Xingrui Yu and
Quanming Yao and
Miao Xu and
Ivor W. Tsang and
Masashi Sugiyama},
title = {{SIGUA:} Forgetting May Make Learning with Noisy Labels More Robust},
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 = {4006--4016},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/han20c.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/00030YYXTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YaoY00K20,
author = {Quanming Yao and
Hansi Yang and
Bo Han and
Gang Niu and
James Tin{-}Yau Kwok},
title = {Searching to Exploit Memorization Effect in Learning with Noisy Labels},
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 = {10789--10798},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yao20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YaoY00K20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MehrotraCLYGKYG20,
author = {Rishabh Mehrotra and
Ben Carterette and
Yong Li and
Quanming Yao and
Chen Gao and
James T. Kwok and
Qiang Yang and
Isabelle Guyon},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Advances in Recommender Systems: From Multi-stakeholder Marketplaces
to Automated RecSys},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3533--3534},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3406463},
doi = {10.1145/3394486.3406463},
timestamp = {Sun, 31 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MehrotraCLYGKYG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DingQY0J20,
author = {Jingtao Ding and
Yuhan Quan and
Quanming Yao and
Yong Li and
Depeng Jin},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Simplify and Robustify Negative Sampling for Implicit Collaborative
Filtering},
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/0c7119e3a6a2209da6a5b90e5b5b75bd-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DingQY0J20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangY020,
author = {Yongqi Zhang and
Quanming Yao and
Lei Chen},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Interstellar: Searching Recurrent Architecture for Knowledge Graph
Embedding},
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/722caafb4825ef5d8670710fa29087cf-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangY020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0016Y020,
author = {Yu Liu and
Quanming Yao and
Yong Li},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {1104--1114},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380188},
doi = {10.1145/3366423.3380188},
timestamp = {Fri, 25 Dec 2020 01:14:58 +0100},
biburl = {https://dblp.org/rec/conf/www/0016Y020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YaoCKLH20,
author = {Quanming Yao and
Xiangning Chen and
James T. Kwok and
Yong Li and
Cho{-}Jui Hsieh},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Efficient Neural Interaction Function Search for Collaborative Filtering},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {1660--1670},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380237},
doi = {10.1145/3366423.3380237},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YaoCKLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/GuoYKTCDY20,
author = {Xiawei Guo and
Quanming Yao and
James T. Kwok and
Wei{-}Wei Tu and
Yuqiang Chen and
Wenyuan Dai and
Qiang Yang},
editor = {Qiang Yang and
Lixin Fan and
Han Yu},
title = {Privacy-Preserving Stacking with Application to Cross-organizational
Diabetes Prediction},
booktitle = {Federated Learning - Privacy and Incentive},
series = {Lecture Notes in Computer Science},
volume = {12500},
pages = {269--283},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63076-8\_19},
doi = {10.1007/978-3-030-63076-8\_19},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/GuoYKTCDY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06567,
author = {Hui Zhang and
Quanming Yao and
Mingkun Yang and
Yongchao Xu and
Xiang Bai},
title = {Efficient Backbone Search for Scene Text Recognition},
journal = {CoRR},
volume = {abs/2003.06567},
year = {2020},
url = {https://arxiv.org/abs/2003.06567},
eprinttype = {arXiv},
eprint = {2003.06567},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03988,
author = {Yu Liu and
Quanming Yao and
Yong Li},
title = {Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases},
journal = {CoRR},
volume = {abs/2007.03988},
year = {2020},
url = {https://arxiv.org/abs/2007.03988},
eprinttype = {arXiv},
eprint = {2007.03988},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-06542,
author = {Yaqing Wang and
Quanming Yao and
James T. Kwok},
title = {Efficient Low-Rank Matrix Learning by Factorizable Nonconvex Regularization},
journal = {CoRR},
volume = {abs/2008.06542},
year = {2020},
url = {https://arxiv.org/abs/2008.06542},
eprinttype = {arXiv},
eprint = {2008.06542},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-06542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11652,
author = {Huan Zhao and
Lanning Wei and
Quanming Yao},
title = {Simplifying Architecture Search for Graph Neural Network},
journal = {CoRR},
volume = {abs/2008.11652},
year = {2020},
url = {https://arxiv.org/abs/2008.11652},
eprinttype = {arXiv},
eprint = {2008.11652},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-11652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-03376,
author = {Jingtao Ding and
Yuhan Quan and
Quanming Yao and
Yong Li and
Depeng Jin},
title = {Simplify and Robustify Negative Sampling for Implicit Collaborative
Filtering},
journal = {CoRR},
volume = {abs/2009.03376},
year = {2020},
url = {https://arxiv.org/abs/2009.03376},
eprinttype = {arXiv},
eprint = {2009.03376},
timestamp = {Thu, 29 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-03376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03250,
author = {Yuhui Ding and
Quanming Yao and
Tong Zhang},
title = {Propagation Model Search for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2010.03250},
year = {2020},
url = {https://arxiv.org/abs/2010.03250},
eprinttype = {arXiv},
eprint = {2010.03250},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12921,
author = {Wei He and
Quanming Yao and
Chao Li and
Naoto Yokoya and
Qibin Zhao and
Hongyan Zhang and
Liangpei Zhang},
title = {Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image
Restoration},
journal = {CoRR},
volume = {abs/2010.12921},
year = {2020},
url = {https://arxiv.org/abs/2010.12921},
eprinttype = {arXiv},
eprint = {2010.12921},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-14227,
author = {Yongqi Zhang and
Quanming Yao and
Lei Chen},
title = {Efficient, Simple and Automated Negative Sampling for Knowledge Graph
Embedding},
journal = {CoRR},
volume = {abs/2010.14227},
year = {2020},
url = {https://arxiv.org/abs/2010.14227},
eprinttype = {arXiv},
eprint = {2010.14227},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-14227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04218,
author = {Fengli Xu and
Quanming Yao and
Pan Hui and
Yong Li},
title = {Graph Neural Network with Automorphic Equivalence Filters},
journal = {CoRR},
volume = {abs/2011.04218},
year = {2020},
url = {https://arxiv.org/abs/2011.04218},
eprinttype = {arXiv},
eprint = {2011.04218},
timestamp = {Thu, 08 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04406,
author = {Bo Han and
Quanming Yao and
Tongliang Liu and
Gang Niu and
Ivor W. Tsang and
James T. Kwok and
Masashi Sugiyama},
title = {A Survey of Label-noise Representation Learning: Past, Present and
Future},
journal = {CoRR},
volume = {abs/2011.04406},
year = {2020},
url = {https://arxiv.org/abs/2011.04406},
eprinttype = {arXiv},
eprint = {2011.04406},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08145,
author = {Hui Zhang and
Quanming Yao},
title = {Decoupling Representation and Classifier for Noisy Label Learning},
journal = {CoRR},
volume = {abs/2011.08145},
year = {2020},
url = {https://arxiv.org/abs/2011.08145},
eprinttype = {arXiv},
eprint = {2011.08145},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HanYPTXYS19,
author = {Bo Han and
Quanming Yao and
Yuangang Pan and
Ivor W. Tsang and
Xiaokui Xiao and
Qiang Yang and
Masashi Sugiyama},
title = {Millionaire: a hint-guided approach for crowdsourcing},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {831--858},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5766-5},
doi = {10.1007/S10994-018-5766-5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HanYPTXYS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YaoKWL19,
author = {Quanming Yao and
James T. Kwok and
Taifeng Wang and
Tie{-}Yan Liu},
title = {Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {41},
number = {11},
pages = {2628--2643},
year = {2019},
url = {https://doi.org/10.1109/TPAMI.2018.2858249},
doi = {10.1109/TPAMI.2018.2858249},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/YaoKWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YaoK19,
author = {Quanming Yao and
James T. Kwok},
title = {Accelerated and Inexact Soft-Impute for Large-Scale Matrix and Tensor
Completion},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {9},
pages = {1665--1679},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2867533},
doi = {10.1109/TKDE.2018.2867533},
timestamp = {Sat, 12 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YaoK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0003YLYZ19,
author = {Wei He and
Quanming Yao and
Chao Li and
Naoto Yokoya and
Qibin Zhao},
title = {Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {6868--6877},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/He\_Non-Local\_Meets\_Global\_An\_Integrated\_Paradigm\_for\_Hyperspectral\_Denoising\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00703},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/0003YLYZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhangYSC19,
author = {Yongqi Zhang and
Quanming Yao and
Yingxia Shao and
Lei Chen},
title = {NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph
Embedding},
booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
Macao, China, April 8-11, 2019},
pages = {614--625},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDE.2019.00061},
doi = {10.1109/ICDE.2019.00061},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/ZhangYSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YaoK019,
author = {Quanming Yao and
James Tin{-}Yau Kwok and
Bo Han},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Efficient Nonconvex Regularized Tensor Completion with Structure-aware
Proximal Iterations},
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 = {7035--7044},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/yao19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/YaoK019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuY19,
author = {En{-}Liang Hu and
Quanming Yao},
editor = {Sarit Kraus},
title = {Robust Learning from Noisy Side-information by Semidefinite Programming},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {2514--2520},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/349},
doi = {10.24963/IJCAI.2019/349},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HuY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YaoGKTCD019,
author = {Quanming Yao and
Xiawei Guo and
James T. Kwok and
Wei{-}Wei Tu and
Yuqiang Chen and
Wenyuan Dai and
Qiang Yang},
editor = {Sarit Kraus},
title = {Privacy-Preserving Stacking with Application to Cross-organizational
Diabetes Prediction},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4114--4120},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/571},
doi = {10.24963/IJCAI.2019/571},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YaoGKTCD019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShiZYLSJ19,
author = {Hongzhi Shi and
Chao Zhang and
Quanming Yao and
Yong Li and
Funing Sun and
Depeng Jin},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {State-Sharing Sparse Hidden Markov Models for Personalized Sequences},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1549--1559},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330828},
doi = {10.1145/3292500.3330828},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShiZYLSJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LuoWZYTCDY19,
author = {Yuanfei Luo and
Mengshuo Wang and
Hao Zhou and
Quanming Yao and
Wei{-}Wei Tu and
Yuqiang Chen and
Wenyuan Dai and
Qiang Yang},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {AutoCross: Automatic Feature Crossing for Tabular Data in Real-World
Applications},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1936--1945},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330679},
doi = {10.1145/3292500.3330679},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LuoWZYTCDY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-05046,
author = {Yaqing Wang and
Quanming Yao},
title = {Few-shot Learning: {A} Survey},
journal = {CoRR},
volume = {abs/1904.05046},
year = {2019},
url = {http://arxiv.org/abs/1904.05046},
eprinttype = {arXiv},
eprint = {1904.05046},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-05046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11682,
author = {Yongqi Zhang and
Quanming Yao and
Wenyuan Dai and
Lei Chen},
title = {AutoKGE: Searching Scoring Functions for Knowledge Graph Embedding},
journal = {CoRR},
volume = {abs/1904.11682},
year = {2019},
url = {http://arxiv.org/abs/1904.11682},
eprinttype = {arXiv},
eprint = {1904.11682},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-11682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12857,
author = {Yuanfei Luo and
Mengshuo Wang and
Hao Zhou and
Quanming Yao and
Wei{-}Wei Tu and
Yuqiang Chen and
Qiang Yang and
Wenyuan Dai},
title = {AutoCross: Automatic Feature Crossing for Tabular Data in Real-World
Applications},
journal = {CoRR},
volume = {abs/1904.12857},
year = {2019},
url = {http://arxiv.org/abs/1904.12857},
eprinttype = {arXiv},
eprint = {1904.12857},
timestamp = {Fri, 03 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04629,
author = {En{-}Liang Hu and
Quanming Yao},
title = {Robust Learning from Noisy Side-information by Semidefinite Programming},
journal = {CoRR},
volume = {abs/1905.04629},
year = {2019},
url = {http://arxiv.org/abs/1905.04629},
eprinttype = {arXiv},
eprint = {1905.04629},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13577,
author = {Quanming Yao and
Ju Xu and
Wei{-}Wei Tu and
Zhanxing Zhu},
title = {Differentiable Neural Architecture Search via Proximal Iterations},
journal = {CoRR},
volume = {abs/1905.13577},
year = {2019},
url = {http://arxiv.org/abs/1905.13577},
eprinttype = {arXiv},
eprint = {1905.13577},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-12091,
author = {Quanming Yao and
Xiangning Chen and
James T. Kwok and
Yong Li},
title = {Searching for Interaction Functions in Collaborative Filtering},
journal = {CoRR},
volume = {abs/1906.12091},
year = {2019},
url = {http://arxiv.org/abs/1906.12091},
eprinttype = {arXiv},
eprint = {1906.12091},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-12091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02377,
author = {Hansi Yang and
Quanming Yao and
Bo Han and
Gang Niu},
title = {Searching to Exploit Memorization Effect in Learning from Corrupted
Labels},
journal = {CoRR},
volume = {abs/1911.02377},
year = {2019},
url = {http://arxiv.org/abs/1911.02377},
eprinttype = {arXiv},
eprint = {1911.02377},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07132,
author = {Yongqi Zhang and
Quanming Yao and
Lei Chen},
title = {Neural Recurrent Structure Search for Knowledge Graph Embedding},
journal = {CoRR},
volume = {abs/1911.07132},
year = {2019},
url = {http://arxiv.org/abs/1911.07132},
eprinttype = {arXiv},
eprint = {1911.07132},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/WangYKN18,
author = {Yaqing Wang and
Quanming Yao and
James T. Kwok and
Lionel M. Ni},
title = {Scalable Online Convolutional Sparse Coding},
journal = {{IEEE} Trans. Image Process.},
volume = {27},
number = {10},
pages = {4850--4859},
year = {2018},
url = {https://doi.org/10.1109/TIP.2018.2842152},
doi = {10.1109/TIP.2018.2842152},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/WangYKN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangYKN18,
author = {Yaqing Wang and
Quanming Yao and
James Tin{-}Yau Kwok and
Lionel M. Ni},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Online Convolutional Sparse Coding with Sample-Dependent Dictionary},
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 = {5196--5205},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/wang18k.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangYKN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YaoK18,
author = {Quanming Yao and
James T. Kwok},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Scalable Robust Matrix Factorization with Nonconvex Loss},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5066--5075},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/2c3ddf4bf13852db711dd1901fb517fa-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YaoK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HanYYNXHTS18,
author = {Bo Han and
Quanming Yao and
Xingrui Yu and
Gang Niu and
Miao Xu and
Weihua Hu and
Ivor W. Tsang and
Masashi Sugiyama},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Co-teaching: Robust training of deep neural networks with extremely
noisy labels},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {8536--8546},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/a19744e268754fb0148b017647355b7b-Abstract.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HanYYNXHTS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-02411,
author = {Huan Zhao and
Quanming Yao and
Yangqiu Song and
James T. Kwok and
Dik Lun Lee},
title = {Learning with Heterogeneous Side Information Fusion for Recommender
Systems},
journal = {CoRR},
volume = {abs/1801.02411},
year = {2018},
url = {http://arxiv.org/abs/1801.02411},
eprinttype = {arXiv},
eprint = {1801.02411},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-02411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09172,
author = {Bo Han and
Quanming Yao and
Yuangang Pan and
Ivor W. Tsang and
Xiaokui Xiao and
Qiang Yang and
Masashi Sugiyama},
title = {Millionaire: {A} Hint-guided Approach for Crowdsourcing},
journal = {CoRR},
volume = {abs/1802.09172},
year = {2018},
url = {http://arxiv.org/abs/1802.09172},
eprinttype = {arXiv},
eprint = {1802.09172},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09172.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-06872,
author = {Bo Han and
Quanming Yao and
Xingrui Yu and
Gang Niu and
Miao Xu and
Weihua Hu and
Ivor W. Tsang and
Masashi Sugiyama},
title = {Co-sampling: Training Robust Networks for Extremely Noisy Supervision},
journal = {CoRR},
volume = {abs/1804.06872},
year = {2018},
url = {http://arxiv.org/abs/1804.06872},
eprinttype = {arXiv},
eprint = {1804.06872},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-06872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-10366,
author = {Yaqing Wang and
Quanming Yao and
James T. Kwok and
Lionel M. Ni},
title = {Online Convolutional Sparse Coding with Sample-Dependent Dictionary},
journal = {CoRR},
volume = {abs/1804.10366},
year = {2018},
url = {http://arxiv.org/abs/1804.10366},
eprinttype = {arXiv},
eprint = {1804.10366},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-10366.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08725,
author = {Quanming Yao},
title = {Scalable Tensor Completion with Nonconvex Regularization},
journal = {CoRR},
volume = {abs/1807.08725},
year = {2018},
url = {http://arxiv.org/abs/1807.08725},
eprinttype = {arXiv},
eprint = {1807.08725},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-08725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-13306,
author = {Quanming Yao and
Mengshuo Wang and
Hugo Jair Escalante and
Isabelle Guyon and
Yi{-}Qi Hu and
Yu{-}Feng Li and
Wei{-}Wei Tu and
Qiang Yang and
Yang Yu},
title = {Taking Human out of Learning Applications: {A} Survey on Automated
Machine Learning},
journal = {CoRR},
volume = {abs/1810.13306},
year = {2018},
url = {http://arxiv.org/abs/1810.13306},
eprinttype = {arXiv},
eprint = {1810.13306},
timestamp = {Thu, 08 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-13306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09491,
author = {Xiawei Guo and
Quanming Yao and
Wei{-}Wei Tu and
Yuqiang Chen and
Wenyuan Dai and
Qiang Yang},
title = {Privacy-preserving Transfer Learning for Knowledge Sharing},
journal = {CoRR},
volume = {abs/1811.09491},
year = {2018},
url = {http://arxiv.org/abs/1811.09491},
eprinttype = {arXiv},
eprint = {1811.09491},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09491.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-04243,
author = {Wei He and
Quanming Yao and
Chao Li and
Naoto Yokoya and
Qibin Zhao},
title = {Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising},
journal = {CoRR},
volume = {abs/1812.04243},
year = {2018},
url = {http://arxiv.org/abs/1812.04243},
eprinttype = {arXiv},
eprint = {1812.04243},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-04243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-06410,
author = {Yongqi Zhang and
Quanming Yao and
Yingxia Shao and
Lei Chen},
title = {NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph
Embedding},
journal = {CoRR},
volume = {abs/1812.06410},
year = {2018},
url = {http://arxiv.org/abs/1812.06410},
eprinttype = {arXiv},
eprint = {1812.06410},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-06410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YaoK17,
author = {Quanming Yao and
James T. Kwok},
title = {Efficient Learning with a Family of Nonconvex Regularizers by Redistributing
Nonconvexity},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {179:1--179:52},
year = {2017},
url = {http://jmlr.org/papers/v18/17-078.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YaoK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vi/YangYQ17,
author = {Yi Yang and
Quanming Yao and
Huamin Qu},
title = {VISTopic: {A} visual analytics system for making sense of large document
collections using hierarchical topic modeling},
journal = {Vis. Informatics},
volume = {1},
number = {1},
pages = {40--47},
year = {2017},
url = {https://doi.org/10.1016/j.visinf.2017.01.005},
doi = {10.1016/J.VISINF.2017.01.005},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vi/YangYQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GuoYK17,
author = {Xiawei Guo and
Quanming Yao and
James Tin{-}Yau Kwok},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Efficient Sparse Low-Rank Tensor Completion Using the Frank-Wolfe
Algorithm},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1948--1954},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10886},
doi = {10.1609/AAAI.V31I1.10886},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GuoYK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoYKL17,
author = {Huan Zhao and
Quanming Yao and
James T. Kwok and
Dik Lun Lee},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Collaborative Filtering with Social Local Models},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {645--654},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.74},
doi = {10.1109/ICDM.2017.74},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoYKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HouYK17,
author = {Lu Hou and
Quanming Yao and
James T. Kwok},
title = {Loss-aware Binarization of Deep Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=S1oWlN9ll},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HouYK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YaoKGCL17,
author = {Quanming Yao and
James T. Kwok and
Fei Gao and
Wei Chen and
Tie{-}Yan Liu},
editor = {Carles Sierra},
title = {Efficient Inexact Proximal Gradient Algorithm for Nonconvex Problems},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3308--3314},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/462},
doi = {10.24963/IJCAI.2017/462},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YaoKGCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangKYN17,
author = {Yaqing Wang and
James T. Kwok and
Quanming Yao and
Lionel M. Ni},
title = {Zero-shot learning with a partial set of observed attributes},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {3777--3784},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966332},
doi = {10.1109/IJCNN.2017.7966332},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/WangKYN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoYLSL17,
author = {Huan Zhao and
Quanming Yao and
Jianda Li and
Yangqiu Song and
Dik Lun Lee},
title = {Meta-Graph Based Recommendation Fusion over Heterogeneous Information
Networks},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {635--644},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098063},
doi = {10.1145/3097983.3098063},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoYLSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YaoK17,
author = {Quanming Yao and
James T. Kwok},
title = {Accelerated and Inexact Soft-Impute for Large-Scale Matrix and Tensor
Completion},
journal = {CoRR},
volume = {abs/1703.05487},
year = {2017},
url = {http://arxiv.org/abs/1703.05487},
eprinttype = {arXiv},
eprint = {1703.05487},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YaoK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoYL17,
author = {Huan Zhao and
Quanming Yao and
Dik Lun Lee},
title = {Social Recommendation With Local Low Rank Matrix Approximation},
journal = {CoRR},
volume = {abs/1704.05735},
year = {2017},
url = {http://arxiv.org/abs/1704.05735},
eprinttype = {arXiv},
eprint = {1704.05735},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangYKN17,
author = {Yaqing Wang and
Quanming Yao and
James T. Kwok and
Lionel M. Ni},
title = {Online Convolutional Sparse Coding},
journal = {CoRR},
volume = {abs/1706.06972},
year = {2017},
url = {http://arxiv.org/abs/1706.06972},
eprinttype = {arXiv},
eprint = {1706.06972},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangYKN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00146,
author = {Quanming Yao and
James T. Kwok and
Taifeng Wang and
Tie{-}Yan Liu},
title = {Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers},
journal = {CoRR},
volume = {abs/1708.00146},
year = {2017},
url = {http://arxiv.org/abs/1708.00146},
eprinttype = {arXiv},
eprint = {1708.00146},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-07205,
author = {Quanming Yao},
title = {Efficient Robust Matrix Factorization with Nonconvex Penalties},
journal = {CoRR},
volume = {abs/1710.07205},
year = {2017},
url = {http://arxiv.org/abs/1710.07205},
eprinttype = {arXiv},
eprint = {1710.07205},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-07205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YaoK16,
author = {Quanming Yao and
James T. Kwok},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Efficient Learning with a Family of Nonconvex Regularizers by Redistributing
Nonconvexity},
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 = {2645--2654},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/yao16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/YaoK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YaoK16,
author = {Quanming Yao and
James T. Kwok},
editor = {Subbarao Kambhampati},
title = {Greedy Learning of Generalized Low-Rank Models},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {2294--2300},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/327},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YaoK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YaoK16,
author = {Quanming Yao and
James T. Kwok},
title = {Efficient Learning with a Family of Nonconvex Regularizers by Redistributing
Nonconvexity},
journal = {CoRR},
volume = {abs/1606.03841},
year = {2016},
url = {http://arxiv.org/abs/1606.03841},
eprinttype = {arXiv},
eprint = {1606.03841},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YaoK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YaoK16a,
author = {Quanming Yao and
James T. Kwok},
title = {Learning of Generalized Low-Rank Models: {A} Greedy Approach},
journal = {CoRR},
volume = {abs/1607.08012},
year = {2016},
url = {http://arxiv.org/abs/1607.08012},
eprinttype = {arXiv},
eprint = {1607.08012},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YaoK16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YaoK16b,
author = {Quanming Yao and
James T. Kwok},
title = {Fast Learning with Nonconvex {L1-2} Regularization},
journal = {CoRR},
volume = {abs/1610.09461},
year = {2016},
url = {http://arxiv.org/abs/1610.09461},
eprinttype = {arXiv},
eprint = {1610.09461},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YaoK16b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HouYK16,
author = {Lu Hou and
Quanming Yao and
James T. Kwok},
title = {Loss-aware Binarization of Deep Networks},
journal = {CoRR},
volume = {abs/1611.01600},
year = {2016},
url = {http://arxiv.org/abs/1611.01600},
eprinttype = {arXiv},
eprint = {1611.01600},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HouYK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YaoJ15,
author = {Quanming Yao and
James T. Kwok},
editor = {Blai Bonet and
Sven Koenig},
title = {Colorization by Patch-Based Local Low-Rank Matrix Completion},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {1959--1965},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9479},
doi = {10.1609/AAAI.V29I1.9479},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YaoJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YaoKZ15,
author = {Quanming Yao and
James T. Kwok and
Wenliang Zhong},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Fast Low-Rank Matrix Learning with Nonconvex Regularization},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {539--548},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.9},
doi = {10.1109/ICDM.2015.9},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YaoKZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YaoJ15,
author = {Quanming Yao and
James T. Kwok},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Accelerated Inexact Soft-Impute for Fast Large-Scale Matrix Completion},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {4002--4008},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/562},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YaoJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YaoKZ15,
author = {Quanming Yao and
James Tin{-}Yau Kwok and
Wenliang Zhong},
title = {Fast Low-Rank Matrix Learning with Nonconvex Regularization},
journal = {CoRR},
volume = {abs/1512.00984},
year = {2015},
url = {http://arxiv.org/abs/1512.00984},
eprinttype = {arXiv},
eprint = {1512.00984},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YaoKZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccpr/YaoJGYLX12,
author = {Quanming Yao and
Xiubao Jiang and
Mingming Gong and
Xinge You and
Yu Liu and
Duanquan Xu},
editor = {Cheng{-}Lin Liu and
Changshui Zhang and
Liang Wang},
title = {Efficient Group Learning with Hypergraph Partition in Multi-task Learning},
booktitle = {Pattern Recognition - Chinese Conference, {CCPR} 2012, Beijing, China,
September 24-26, 2012. Proceedings},
series = {Communications in Computer and Information Science},
volume = {321},
pages = {9--16},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33506-8\_2},
doi = {10.1007/978-3-642-33506-8\_2},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccpr/YaoJGYLX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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