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BibTeX records: Tie-Yan Liu
@article{DBLP:journals/natmi/ZhengHLSLFJWZMZTHJCNLL24, author = {Shuxin Zheng and Jiyan He and Chang Liu and Yu Shi and Ziheng Lu and Weitao Feng and Fusong Ju and Jiaxi Wang and Jianwei Zhu and Yaosen Min and He Zhang and Shidi Tang and Hongxia Hao and Peiran Jin and Chi Chen and Frank No{\'{e}} and Haiguang Liu and Tie{-}Yan Liu}, title = {Predicting equilibrium distributions for molecular systems with deep learning}, journal = {Nat. Mac. Intell.}, volume = {6}, number = {5}, pages = {558--567}, year = {2024}, url = {https://doi.org/10.1038/s42256-024-00837-3}, doi = {10.1038/S42256-024-00837-3}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/natmi/ZhengHLSLFJWZMZTHJCNLL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/HuangSGWZBYL24, author = {Xinquan Huang and Wenlei Shi and Xiaotian Gao and Xinran Wei and Jia Zhang and Jiang Bian and Mao Yang and Tie{-}Yan Liu}, title = {LordNet: An efficient neural network for learning to solve parametric partial differential equations without simulated data}, journal = {Neural Networks}, volume = {176}, pages = {106354}, year = {2024}, url = {https://doi.org/10.1016/j.neunet.2024.106354}, doi = {10.1016/J.NEUNET.2024.106354}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/HuangSGWZBYL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/TanCLCZLWLYHZQSL24, author = {Xu Tan and Jiawei Chen and Haohe Liu and Jian Cong and Chen Zhang and Yanqing Liu and Xi Wang and Yichong Leng and Yuanhao Yi and Lei He and Sheng Zhao and Tao Qin and Frank K. Soong and Tie{-}Yan Liu}, title = {NaturalSpeech: End-to-End Text-to-Speech Synthesis With Human-Level Quality}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {46}, number = {6}, pages = {4234--4245}, year = {2024}, url = {https://doi.org/10.1109/TPAMI.2024.3356232}, doi = {10.1109/TPAMI.2024.3356232}, timestamp = {Sun, 21 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/TanCLCZLWLYHZQSL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LiLWWMQZL24, author = {Juntao Li and Xiaobo Liang and Lijun Wu and Yue Wang and Qi Meng and Tao Qin and Min Zhang and Tie{-}Yan Liu}, title = {Randomness Regularization With Simple Consistency Training for Neural Networks}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {46}, number = {8}, pages = {5763--5778}, year = {2024}, url = {https://doi.org/10.1109/TPAMI.2024.3370716}, doi = {10.1109/TPAMI.2024.3370716}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/LiLWWMQZL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/000300LB24, author = {Xu Tan and Tao Qin and Jiang Bian and Tie{-}Yan Liu and Yoshua Bengio}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Regeneration Learning: {A} Learning Paradigm for Data Generation}, 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 = {22614--22622}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i20.30271}, doi = {10.1609/AAAI.V38I20.30271}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/000300LB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/LiWHYWZWWSL24, author = {Yunyang Li and Yusong Wang and Lin Huang and Han Yang and Xinran Wei and Jia Zhang and Tong Wang and Zun Wang and Bin Shao and Tie{-}Yan Liu}, title = {Long-Short-Range Message-Passing: {A} Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=rvDQtdMnOl}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/LiWHYWZWWSL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ChenL0ZL024, author = {Tianlang Chen and Shengjie Luo and Di He and Shuxin Zheng and Tie{-}Yan Liu and Liwei Wang}, title = {GeoMFormer: {A} General Architecture for Geometric Molecular Representation Learning}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=Y5Zi59N265}, timestamp = {Mon, 02 Sep 2024 16:45:29 +0200}, biburl = {https://dblp.org/rec/conf/icml/ChenL0ZL024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Zhang0WWL0SL24, author = {He Zhang and Chang Liu and Zun Wang and Xinran Wei and Siyuan Liu and Nanning Zheng and Bin Shao and Tie{-}Yan Liu}, title = {Self-Consistency Training for Density-Functional-Theory Hamiltonian Prediction}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=Vw4Yar2fmW}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/Zhang0WWL0SL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/WangZZM0MLL024, author = {Bohan Wang and Yushun Zhang and Huishuai Zhang and Qi Meng and Ruoyu Sun and Zhi{-}Ming Ma and Tie{-}Yan Liu and Zhi{-}Quan Luo and Wei Chen}, editor = {Ricardo Baeza{-}Yates and Francesco Bonchi}, title = {Provable Adaptivity of Adam under Non-uniform Smoothness}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, pages = {2960--2969}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3637528.3671718}, doi = {10.1145/3637528.3671718}, timestamp = {Sun, 08 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/WangZZM0MLL024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-09560, author = {He Zhang and Chang Liu and Zun Wang and Xinran Wei and Siyuan Liu and Nanning Zheng and Bin Shao and Tie{-}Yan Liu}, title = {Self-Consistency Training for Hamiltonian Prediction}, journal = {CoRR}, volume = {abs/2403.09560}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.09560}, doi = {10.48550/ARXIV.2403.09560}, eprinttype = {arXiv}, eprint = {2403.09560}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-09560.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-16853, author = {Tianlang Chen and Shengjie Luo and Di He and Shuxin Zheng and Tie{-}Yan Liu and Liwei Wang}, title = {GeoMFormer: {A} General Architecture for Geometric Molecular Representation Learning}, journal = {CoRR}, volume = {abs/2406.16853}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.16853}, doi = {10.48550/ARXIV.2406.16853}, eprinttype = {arXiv}, eprint = {2406.16853}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-16853.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bib/LiZSZWL23, author = {Zimeng Li and Shichao Zhu and Bin Shao and Xiangxiang Zeng and Tong Wang and Tie{-}Yan Liu}, title = {{DSN-DDI:} an accurate and generalized framework for drug-drug interaction prediction by dual-view representation learning}, journal = {Briefings Bioinform.}, volume = {24}, number = {1}, year = {2023}, url = {https://doi.org/10.1093/bib/bbac597}, doi = {10.1093/BIB/BBAC597}, timestamp = {Tue, 04 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bib/LiZSZWL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bib/LinWZLXXQL23, author = {Jiacheng Lin and Lijun Wu and Jinhua Zhu and Xiaobo Liang and Yingce Xia and Shufang Xie and Tao Qin and Tie{-}Yan Liu}, title = {{R2-DDI:} relation-aware feature refinement for drug-drug interaction prediction}, journal = {Briefings Bioinform.}, volume = {24}, number = {1}, year = {2023}, url = {https://doi.org/10.1093/bib/bbac576}, doi = {10.1093/BIB/BBAC576}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bib/LinWZLXXQL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/XiaoZLLL23, author = {Mingqing Xiao and Shuxin Zheng and Chang Liu and Zhouchen Lin and Tie{-}Yan Liu}, title = {Invertible Rescaling Network and Its Extensions}, journal = {Int. J. Comput. Vis.}, volume = {131}, number = {1}, pages = {134--159}, year = {2023}, url = {https://doi.org/10.1007/s11263-022-01688-4}, doi = {10.1007/S11263-022-01688-4}, timestamp = {Fri, 17 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/XiaoZLLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/GongMWWCML23, author = {Shiqi Gong and Qi Meng and Yue Wang and Lijun Wu and Wei Chen and Zhiming Ma and Tie{-}Yan Liu}, title = {Incorporating {NODE} with pre-trained neural differential operator for learning dynamics}, journal = {Neurocomputing}, volume = {528}, pages = {48--58}, year = {2023}, url = {https://doi.org/10.1016/j.neucom.2023.01.040}, doi = {10.1016/J.NEUCOM.2023.01.040}, timestamp = {Mon, 06 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/GongMWWCML23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nature/WangFD0HLCLKDAB23, author = {Hanchen Wang and Tianfan Fu and Yuanqi Du and Wenhao Gao and Kexin Huang and Ziming Liu and Payal Chandak and Shengchao Liu and Peter Van Katwyk and Andreea Deac and Anima Anandkumar and Karianne Bergen and Carla P. Gomes and Shirley Ho and Pushmeet Kohli and Joan Lasenby and Jure Leskovec and Tie{-}Yan Liu and Arjun Manrai and Debora S. Marks and Bharath Ramsundar and Le Song and Jimeng Sun and Jian Tang and Petar Velickovic and Max Welling and Linfeng Zhang and Connor W. Coley and Yoshua Bengio and Marinka Zitnik}, title = {Scientific discovery in the age of artificial intelligence}, journal = {Nat.}, volume = {620}, number = {7972}, pages = {47--60}, year = {2023}, url = {https://doi.org/10.1038/s41586-023-06221-2}, doi = {10.1038/S41586-023-06221-2}, timestamp = {Mon, 29 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nature/WangFD0HLCLKDAB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/ZhuXWDZQLL23, author = {Jinhua Zhu and Yingce Xia and Lijun Wu and Jiajun Deng and Wengang Zhou and Tao Qin and Tie{-}Yan Liu and Houqiang Li}, title = {Masked Contrastive Representation Learning for Reinforcement Learning}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {3}, pages = {3421--3433}, year = {2023}, url = {https://doi.org/10.1109/TPAMI.2022.3176413}, doi = {10.1109/TPAMI.2022.3176413}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/ZhuXWDZQLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/XiaoWGLZQL23, author = {Yisheng Xiao and Lijun Wu and Junliang Guo and Juntao Li and Min Zhang and Tao Qin and Tie{-}Yan Liu}, title = {A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {10}, pages = {11407--11427}, year = {2023}, url = {https://doi.org/10.1109/TPAMI.2023.3277122}, doi = {10.1109/TPAMI.2023.3277122}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/XiaoWGLZQL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/Yu0KL0Z23, author = {Da Yu and Gautam Kamath and Janardhan Kulkarni and Tie{-}Yan Liu and Jian Yin and Huishuai Zhang}, title = {Individual Privacy Accounting for Differentially Private Stochastic Gradient Descent}, journal = {Trans. Mach. Learn. Res.}, volume = {2023}, year = {2023}, url = {https://openreview.net/forum?id=l4Jcxs0fpC}, timestamp = {Thu, 01 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/Yu0KL0Z23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GongHM0ZCMNL23, author = {Shiqi Gong and Peiyan Hu and Qi Meng and Yue Wang and Rongchan Zhu and Bingguang Chen and Zhiming Ma and Hao Ni and Tie{-}Yan Liu}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {Deep Latent Regularity Network for Modeling Stochastic Partial Differential Equations}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {7740--7747}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i6.25938}, doi = {10.1609/AAAI.V37I6.25938}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GongHM0ZCMNL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LengTLSWLQLL23, author = {Yichong Leng and Xu Tan and Wenjie Liu and Kaitao Song and Rui Wang and Xiang{-}Yang Li and Tao Qin and Edward Lin and Tie{-}Yan Liu}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {13034--13042}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i11.26531}, doi = {10.1609/AAAI.V37I11.26531}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/LengTLSWLQLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/XiaoXWLQLZ23, author = {Yisheng Xiao and Ruiyang Xu and Lijun Wu and Juntao Li and Tao Qin and Tie{-}Yan Liu and Min Zhang}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {{AMOM:} Adaptive Masking over Masking for Conditional Masked Language Model}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {13789--13797}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i11.26615}, doi = {10.1609/AAAI.V37I11.26615}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/XiaoXWLQLZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/LiuZXW0QZL23, author = {Zequn Liu and Wei Zhang and Yingce Xia and Lijun Wu and Shufang Xie and Tao Qin and Ming Zhang and Tie{-}Yan Liu}, editor = {Anna Rogers and Jordan L. Boyd{-}Graber and Naoaki Okazaki}, title = {MolXPT: Wrapping Molecules with Text for Generative Pre-training}, booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada, July 9-14, 2023}, pages = {1606--1616}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.acl-short.138}, doi = {10.18653/V1/2023.ACL-SHORT.138}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acl/LiuZXW0QZL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/ZengWLG0TQL23, author = {Zixin Zeng and Rui Wang and Yichong Leng and Junliang Guo and Shufang Xie and Xu Tan and Tao Qin and Tie{-}Yan Liu}, editor = {Anna Rogers and Jordan L. Boyd{-}Graber and Naoaki Okazaki}, title = {Extract and Attend: Improving Entity Translation in Neural Machine Translation}, booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023, Toronto, Canada, July 9-14, 2023}, pages = {1697--1710}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.findings-acl.107}, doi = {10.18653/V1/2023.FINDINGS-ACL.107}, timestamp = {Sat, 25 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/ZengWLG0TQL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/HeLSGZ0WL23, author = {Di He and Shanda Li and Wenlei Shi and Xiaotian Gao and Jia Zhang and Jiang Bian and Liwei Wang and Tie{-}Yan Liu}, editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan{-}Willem van de Meent}, title = {Learning Physics-Informed Neural Networks without Stacked Back-propagation}, booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {206}, pages = {3034--3047}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v206/he23a.html}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aistats/HeLSGZ0WL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/Geng0XWQ000L23, author = {Zijie Geng and Shufang Xie and Yingce Xia and Lijun Wu and Tao Qin and Jie Wang and Yongdong Zhang and Feng Wu and Tie{-}Yan Liu}, title = {De Novo Molecular Generation via Connection-aware Motif Mining}, 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/forum?id=Q\_Jexl8-qDi}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/Geng0XWQ000L23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/LuoCXZL0H23, author = {Shengjie Luo and Tianlang Chen and Yixian Xu and Shuxin Zheng and Tie{-}Yan Liu and Liwei Wang and Di He}, title = {One Transformer Can Understand Both 2D {\&} 3D Molecular Data}, 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/forum?id=vZTp1oPV3PC}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/LuoCXZL0H23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhuWWQZLL23, author = {Jinhua Zhu and Yue Wang and Lijun Wu and Tao Qin and Wengang Zhou and Tie{-}Yan Liu and Houqiang Li}, title = {Making Better Decision by Directly Planning in Continuous Control}, 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/forum?id=r8Mu7idxyF}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZhuWWQZLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhuWWX0MWQZLL23, author = {Jinhua Zhu and Kehan Wu and Bohan Wang and Yingce Xia and Shufang Xie and Qi Meng and Lijun Wu and Tao Qin and Wengang Zhou and Houqiang Li and Tie{-}Yan Liu}, title = {{\unicode{119978}}-GNN: incorporating ring priors into molecular modeling}, 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/forum?id=5cFfz6yMVPU}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZhuWWX0MWQZLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HuangSM0GZL23, author = {Xinquan Huang and Wenlei Shi and Qi Meng and Yue Wang and Xiaotian Gao and Jia Zhang and Tie{-}Yan Liu}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {NeuralStagger: Accelerating Physics-constrained Neural {PDE} Solver with Spatial-temporal Decomposition}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {13993--14006}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/huang23m.html}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/HuangSM0GZL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LiuX0XTMSQZL23, author = {Guoqing Liu and Di Xue and Shufang Xie and Yingce Xia and Austin Tripp and Krzysztof Maziarz and Marwin H. S. Segler and Tao Qin and Zongzhang Zhang and Tie{-}Yan Liu}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Retrosynthetic Planning with Dual Value Networks}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {22266--22276}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/liu23as.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/LiuX0XTMSQZL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/GaoWZPXH0QL0L23, author = {Kaiyuan Gao and Lijun Wu and Jinhua Zhu and Tianbo Peng and Yingce Xia and Liang He and Shufang Xie and Tao Qin and Haiguang Liu and Kun He and Tie{-}Yan Liu}, 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 = {Pre-training Antibody Language Models for Antigen-Specific Computational Antibody Design}, 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 = {506--517}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3580305.3599468}, doi = {10.1145/3580305.3599468}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/GaoWZPXH0QL0L23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/Ye0CA00LWL23, author = {Hangting Ye and Zhining Liu and Wei Cao and Amir M. Amiri and Jiang Bian and Yi Chang and Jon D. Lurie and Jim Weinstein and Tie{-}Yan Liu}, 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 = {Web-based Long-term Spine Treatment Outcome Forecasting}, 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 = {3082--3092}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3580305.3599545}, doi = {10.1145/3580305.3599545}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/Ye0CA00LWL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/ZhuXW0ZQLL23, author = {Jinhua Zhu and Yingce Xia and Lijun Wu and Shufang Xie and Wengang Zhou and Tao Qin and Houqiang Li and Tie{-}Yan Liu}, 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 = {Dual-view Molecular Pre-training}, 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 = {3615--3627}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3580305.3599317}, doi = {10.1145/3580305.3599317}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/ZhuXW0ZQLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/FangTRL00L00L23, author = {Yuchen Fang and Zhenggang Tang and Kan Ren and Weiqing Liu and Li Zhao and Jiang Bian and Dongsheng Li and Weinan Zhang and Yong Yu and Tie{-}Yan Liu}, 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 = {Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in Finance}, 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 = {4003--4012}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3580305.3599856}, doi = {10.1145/3580305.3599856}, timestamp = {Sun, 20 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/FangTRL00L00L23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/PeiGWZX000L023, author = {Qizhi Pei and Kaiyuan Gao and Lijun Wu and Jinhua Zhu and Yingce Xia and Shufang Xie and Tao Qin and Kun He and Tie{-}Yan Liu and Rui Yan}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {FABind: Fast and Accurate Protein-Ligand Binding}, 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/aee1de5f335558b546b7e58c380be087-Abstract-Conference.html}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/PeiGWZX000L023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangLWS0L23, author = {Yusong Wang and Shaoning Li and Tong Wang and Bin Shao and Nanning Zheng and Tie{-}Yan Liu}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Geometric Transformer with Interatomic Positional Encoding}, 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/aee2f03ecb2b2c1ea55a43946b651cfd-Abstract-Conference.html}, timestamp = {Thu, 04 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/WangLWS0L23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-08846, author = {Xu Tan and Tao Qin and Jiang Bian and Tie{-}Yan Liu and Yoshua Bengio}, title = {Regeneration Learning: {A} Learning Paradigm for Data Generation}, journal = {CoRR}, volume = {abs/2301.08846}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.08846}, doi = {10.48550/ARXIV.2301.08846}, eprinttype = {arXiv}, eprint = {2301.08846}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-08846.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-13755, author = {Guoqing Liu and Di Xue and Shufang Xie and Yingce Xia and Austin Tripp and Krzysztof Maziarz and Marwin H. S. Segler and Tao Qin and Zongzhang Zhang and Tie{-}Yan Liu}, title = {Retrosynthetic Planning with Dual Value Networks}, journal = {CoRR}, volume = {abs/2301.13755}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.13755}, doi = {10.48550/ARXIV.2301.13755}, eprinttype = {arXiv}, eprint = {2301.13755}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-13755.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-01129, author = {Zijie Geng and Shufang Xie and Yingce Xia and Lijun Wu and Tao Qin and Jie Wang and Yongdong Zhang and Feng Wu and Tie{-}Yan Liu}, title = {De Novo Molecular Generation via Connection-aware Motif Mining}, journal = {CoRR}, volume = {abs/2302.01129}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.01129}, doi = {10.48550/ARXIV.2302.01129}, eprinttype = {arXiv}, eprint = {2302.01129}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-01129.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-05104, author = {Rui Zhang and Qi Meng and Rongchan Zhu and Yue Wang and Wenlei Shi and Shihua Zhang and Zhi{-}Ming Ma and Tie{-}Yan Liu}, title = {Monte Carlo Neural Operator for Learning PDEs via Probabilistic Representation}, journal = {CoRR}, volume = {abs/2302.05104}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.05104}, doi = {10.48550/ARXIV.2302.05104}, eprinttype = {arXiv}, eprint = {2302.05104}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-05104.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-10255, author = {Xinquan Huang and Wenlei Shi and Qi Meng and Yue Wang and Xiaotian Gao and Jia Zhang and Tie{-}Yan Liu}, title = {NeuralStagger: accelerating physics-constrained neural {PDE} solver with spatial-temporal decomposition}, journal = {CoRR}, volume = {abs/2302.10255}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.10255}, doi = {10.48550/ARXIV.2302.10255}, eprinttype = {arXiv}, eprint = {2302.10255}, timestamp = {Thu, 23 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-10255.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-10688, author = {Zequn Liu and Wei Zhang and Yingce Xia and Lijun Wu and Shufang Xie and Tao Qin and Ming Zhang and Tie{-}Yan Liu}, title = {MolXPT: Wrapping Molecules with Text for Generative Pre-training}, journal = {CoRR}, volume = {abs/2305.10688}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.10688}, doi = {10.48550/ARXIV.2305.10688}, eprinttype = {arXiv}, eprint = {2305.10688}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-10688.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-02242, author = {Zixin Zeng and Rui Wang and Yichong Leng and Junliang Guo and Xu Tan and Tao Qin and Tie{-}Yan Liu}, title = {Extract and Attend: Improving Entity Translation in Neural Machine Translation}, journal = {CoRR}, volume = {abs/2306.02242}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.02242}, doi = {10.48550/ARXIV.2306.02242}, eprinttype = {arXiv}, eprint = {2306.02242}, timestamp = {Sat, 25 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-02242.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-05445, author = {Shuxin Zheng and Jiyan He and Chang Liu and Yu Shi and Ziheng Lu and Weitao Feng and Fusong Ju and Jiaxi Wang and Jianwei Zhu and Yaosen Min and He Zhang and Shidi Tang and Hongxia Hao and Peiran Jin and Chi Chen and Frank No{\'{e}} and Haiguang Liu and Tie{-}Yan Liu}, title = {Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning}, journal = {CoRR}, volume = {abs/2306.05445}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.05445}, doi = {10.48550/ARXIV.2306.05445}, eprinttype = {arXiv}, eprint = {2306.05445}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-05445.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-03119, author = {Yuchen Fang and Zhenggang Tang and Kan Ren and Weiqing Liu and Li Zhao and Jiang Bian and Dongsheng Li and Weinan Zhang and Yong Yu and Tie{-}Yan Liu}, title = {Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in Finance}, journal = {CoRR}, volume = {abs/2307.03119}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.03119}, doi = {10.48550/ARXIV.2307.03119}, eprinttype = {arXiv}, eprint = {2307.03119}, timestamp = {Mon, 10 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-03119.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-06763, author = {Qizhi Pei and Kaiyuan Gao and Lijun Wu and Jinhua Zhu and Yingce Xia and Shufang Xie and Tao Qin and Kun He and Tie{-}Yan Liu and Rui Yan}, title = {FABind: Fast and Accurate Protein-Ligand Binding}, journal = {CoRR}, volume = {abs/2310.06763}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.06763}, doi = {10.48550/ARXIV.2310.06763}, eprinttype = {arXiv}, eprint = {2310.06763}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-06763.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bib/LiuWDHSYZLW22, author = {Siyuan Liu and Yusong Wang and Yifan Deng and Liang He and Bin Shao and Jian Yin and Nanning Zheng and Tie{-}Yan Liu and Tong Wang}, title = {Improved drug-target interaction prediction with intermolecular graph transformer}, journal = {Briefings Bioinform.}, volume = {23}, number = {5}, year = {2022}, url = {https://doi.org/10.1093/bib/bbac162}, doi = {10.1093/BIB/BBAC162}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bib/LiuWDHSYZLW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bib/LuoSXQZPL22, author = {Renqian Luo and Liai Sun and Yingce Xia and Tao Qin and Sheng Zhang and Hoifung Poon and Tie{-}Yan Liu}, title = {BioGPT: generative pre-trained transformer for biomedical text generation and mining}, journal = {Briefings Bioinform.}, volume = {23}, number = {6}, year = {2022}, url = {https://doi.org/10.1093/bib/bbac409}, doi = {10.1093/BIB/BBAC409}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bib/LuoSXQZPL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bib/WuYZWHXXQL22, author = {Lijun Wu and Chengcan Yin and Jinhua Zhu and Zhen Wu and Liang He and Yingce Xia and Shufang Xie and Tao Qin and Tie{-}Yan Liu}, title = {SPRoBERTa: protein embedding learning with local fragment modeling}, journal = {Briefings Bioinform.}, volume = {23}, number = {6}, year = {2022}, url = {https://doi.org/10.1093/bib/bbac401}, doi = {10.1093/BIB/BBAC401}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bib/WuYZWHXXQL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/HouXWXFZQL22, author = {Yutai Hou and Yingce Xia and Lijun Wu and Shufang Xie and Yang Fan and Jinhua Zhu and Tao Qin and Tie{-}Yan Liu}, title = {Discovering drug-target interaction knowledge from biomedical literature}, journal = {Bioinform.}, volume = {38}, number = {22}, pages = {5100--5107}, year = {2022}, url = {https://doi.org/10.1093/bioinformatics/btac648}, doi = {10.1093/BIOINFORMATICS/BTAC648}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bioinformatics/HouXWXFZQL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ZhangYYCL22, author = {Huishuai Zhang and Da Yu and Mingyang Yi and Wei Chen and Tie{-}Yan Liu}, title = {Stabilize deep ResNet with a sharp scaling factor {\(\tau\)}}, journal = {Mach. Learn.}, volume = {111}, number = {9}, pages = {3359--3392}, year = {2022}, url = {https://doi.org/10.1007/s10994-022-06192-x}, doi = {10.1007/S10994-022-06192-X}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ZhangYYCL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/LiangWLQZL22, author = {Xiaobo Liang and Lijun Wu and Juntao Li and Tao Qin and Min Zhang and Tie{-}Yan Liu}, title = {Multi-Teacher Distillation With Single Model for Neural Machine Translation}, journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.}, volume = {30}, pages = {992--1002}, year = {2022}, url = {https://doi.org/10.1109/TASLP.2022.3153264}, doi = {10.1109/TASLP.2022.3153264}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/taslp/LiangWLQZL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/YangWZSLL22, author = {Bo Yang and Lijun Wu and Jinhua Zhu and Bo Shao and Xiaola Lin and Tie{-}Yan Liu}, title = {Multimodal Sentiment Analysis With Two-Phase Multi-Task Learning}, journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.}, volume = {30}, pages = {2015--2024}, year = {2022}, url = {https://doi.org/10.1109/TASLP.2022.3178204}, doi = {10.1109/TASLP.2022.3178204}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/taslp/YangWZSLL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/HeSXLLCX22, author = {Liang He and Bin Shao and Yanghua Xiao and Yatao Li and Tie{-}Yan Liu and Enhong Chen and Huanhuan Xia}, title = {Neurally-Guided Semantic Navigation in Knowledge Graph}, journal = {{IEEE} Trans. Big Data}, volume = {8}, number = {3}, pages = {607--615}, year = {2022}, url = {https://doi.org/10.1109/TBDATA.2018.2805363}, doi = {10.1109/TBDATA.2018.2805363}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/HeSXLLCX22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/ZhuXLWXWWQZLLL22, author = {Jinhua Zhu and Yingce Xia and Chang Liu and Lijun Wu and Shufang Xie and Yusong Wang and Tong Wang and Tao Qin and Wengang Zhou and Houqiang Li and Haiguang Liu and Tie{-}Yan Liu}, title = {Direct Molecular Conformation Generation}, journal = {Trans. Mach. Learn. Res.}, volume = {2022}, year = {2022}, url = {https://openreview.net/forum?id=lCPOHiztuw}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/ZhuXLWXWWQZLLL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/00300TF0LY22, author = {Chang Liu and Xu Tan and Chongyang Tao and Zhenxin Fu and Dongyan Zhao and Tie{-}Yan Liu and Rui Yan}, editor = {Smaranda Muresan and Preslav Nakov and Aline Villavicencio}, title = {ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation}, 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 = {962--973}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.acl-long.68}, doi = {10.18653/V1/2022.ACL-LONG.68}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acl/00300TF0LY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/GongHSLC0W022, author = {Zhuocheng Gong and Di He and Yelong Shen and Tie{-}Yan Liu and Weizhu Chen and Dongyan Zhao and Ji{-}Rong Wen and Rui Yan}, editor = {Smaranda Muresan and Preslav Nakov and Aline Villavicencio}, title = {Finding the Dominant Winning Ticket in Pre-Trained Language Models}, booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022, Dublin, Ireland, May 22-27, 2022}, pages = {1459--1472}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.findings-acl.115}, doi = {10.18653/V1/2022.FINDINGS-ACL.115}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acl/GongHSLC0W022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/0006TQZL22, author = {Yi Ren and Xu Tan and Tao Qin and Zhou Zhao and Tie{-}Yan Liu}, editor = {Smaranda Muresan and Preslav Nakov and Aline Villavicencio}, title = {Revisiting Over-Smoothness in Text to Speech}, 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 = {8197--8213}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.acl-long.564}, doi = {10.18653/V1/2022.ACL-LONG.564}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acl/0006TQZL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cig/LiuCZQBBL22, author = {Guoqing Liu and Mengzhang Cai and Li Zhao and Tao Qin and Adrian Brown and Jimmy Bischoff and Tie{-}Yan Liu}, title = {Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation}, booktitle = {{IEEE} Conference on Games, CoG 2022, Beijing, China, August 21-24, 2022}, pages = {237--244}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CoG51982.2022.9893630}, doi = {10.1109/COG51982.2022.9893630}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cig/LiuCZQBBL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coling/LuoXLB0L22, author = {Zhiping Luo and Wentao Xu and Weiqing Liu and Jiang Bian and Jian Yin and Tie{-}Yan Liu}, editor = {Nicoletta Calzolari and Chu{-}Ren Huang and Hansaem Kim and James Pustejovsky and Leo Wanner and Key{-}Sun Choi and Pum{-}Mo Ryu and Hsin{-}Hsi Chen and Lucia Donatelli and Heng Ji and Sadao Kurohashi and Patrizia Paggio and Nianwen Xue and Seokhwan Kim and Younggyun Hahm and Zhong He and Tony Kyungil Lee and Enrico Santus and Francis Bond and Seung{-}Hoon Na}, title = {{KGE-CL:} Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings}, booktitle = {Proceedings of the 29th International Conference on Computational Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17, 2022}, pages = {2598--2607}, publisher = {International Committee on Computational Linguistics}, year = {2022}, url = {https://aclanthology.org/2022.coling-1.229}, timestamp = {Tue, 07 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/coling/LuoXLB0L22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/PangZHD000L22, author = {Tianyu Pang and Huishuai Zhang and Di He and Yinpeng Dong and Hang Su and Wei Chen and Jun Zhu and Tie{-}Yan Liu}, title = {Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022}, pages = {15202--15212}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPR52688.2022.01479}, doi = {10.1109/CVPR52688.2022.01479}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/PangZHD000L22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/JuL0WZWZLQL22, author = {Zeqian Ju and Peiling Lu and Xu Tan and Rui Wang and Chen Zhang and Songruoyao Wu and Kejun Zhang and Xiang{-}Yang Li and Tao Qin and Tie{-}Yan Liu}, editor = {Yoav Goldberg and Zornitsa Kozareva and Yue Zhang}, title = {TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method}, 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 = {5426--5437}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.emnlp-main.364}, doi = {10.18653/V1/2022.EMNLP-MAIN.364}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/JuL0WZWZLQL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/0003LXWQL022, author = {Shufang Xie and Ang Lv and Yingce Xia and Lijun Wu and Tao Qin and Tie{-}Yan Liu and Rui Yan}, title = {Target-Side Input Augmentation for Sequence to Sequence Generation}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=pz1euXohm4H}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/0003LXWQL022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/0010ZYCF0L22, author = {Wei Fan and Shun Zheng and Xiaohan Yi and Wei Cao and Yanjie Fu and Jiang Bian and Tie{-}Yan Liu}, title = {{DEPTS:} Deep Expansion Learning for Periodic Time Series Forecasting}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=AJAR-JgNw\_\_}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/0010ZYCF0L22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HuangCZQJL22, author = {Jiawei Huang and Jinglin Chen and Li Zhao and Tao Qin and Nan Jiang and Tie{-}Yan Liu}, title = {Towards Deployment-Efficient Reinforcement Learning: Lower Bound and Optimality}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=ccWaPGl9Hq}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/HuangCZQJL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/LeeKS0LMQ0YL22, author = {Sang{-}gil Lee and Heeseung Kim and Chaehun Shin and Xu Tan and Chang Liu and Qi Meng and Tao Qin and Wei Chen and Sungroh Yoon and Tie{-}Yan Liu}, title = {PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=\_BNiN4IjC5}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/LeeKS0LMQ0YL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/Li0CLML22, author = {Chongchong Li and Yue Wang and Wei Chen and Yuting Liu and Zhi{-}Ming Ma and Tie{-}Yan Liu}, title = {Gradient Information Matters in Policy Optimization by Back-propagating through Model}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=rzvOQrnclO0}, timestamp = {Thu, 02 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/Li0CLML22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DuZDMC0SL22, author = {Weitao Du and He Zhang and Yuanqi Du and Qi Meng and Wei Chen and Nanning Zheng and Bin Shao and Tie{-}Yan Liu}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {{SE(3)} Equivariant Graph Neural Networks with Complete Local Frames}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {5583--5608}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/du22e.html}, timestamp = {Mon, 06 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/DuZDMC0SL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/JinZQZYLL22, author = {Yue Jin and Yue Zhang and Tao Qin and Xudong Zhang and Jian Yuan and Houqiang Li and Tie{-}Yan Liu}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Supervised Off-Policy Ranking}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {10323--10339}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/jin22f.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/JinZQZYLL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Xu0SLLQLL22, author = {Jin Xu and Xu Tan and Kaitao Song and Renqian Luo and Yichong Leng and Tao Qin and Tie{-}Yan Liu and Jian Li}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Analyzing and Mitigating Interference in Neural Architecture Search}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {24646--24662}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/xu22h.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/Xu0SLLQLL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/Wu00HZSQL22, author = {Yihan Wu and Xu Tan and Bohan Li and Lei He and Sheng Zhao and Ruihua Song and Tao Qin and Tie{-}Yan Liu}, editor = {Hanseok Ko and John H. L. Hansen}, title = {AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios}, booktitle = {23rd Annual Conference of the International Speech Communication Association, Interspeech 2022, Incheon, Korea, September 18-22, 2022}, pages = {2568--2572}, publisher = {{ISCA}}, year = {2022}, url = {https://doi.org/10.21437/Interspeech.2022-901}, doi = {10.21437/INTERSPEECH.2022-901}, timestamp = {Tue, 11 Jun 2024 16:45:43 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/Wu00HZSQL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismir/Lu0YQZL22, author = {Peiling Lu and Xu Tan and Botao Yu and Tao Qin and Sheng Zhao and Tie{-}Yan Liu}, editor = {Preeti Rao and Hema A. Murthy and Ajay Srinivasamurthy and Rachel M. Bittner and Rafael Caro Repetto and Masataka Goto and Xavier Serra and Marius Miron}, title = {MeloForm: Generating Melody with Musical Form based on Expert Systems and Neural Networks}, booktitle = {Proceedings of the 23rd International Society for Music Information Retrieval Conference, {ISMIR} 2022, Bengaluru, India, December 4-8, 2022}, pages = {567--574}, year = {2022}, url = {https://archives.ismir.net/ismir2022/paper/000068.pdf}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ismir/Lu0YQZL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/YuZC0L22, author = {Da Yu and Huishuai Zhang and Wei Chen and Jian Yin and Tie{-}Yan Liu}, editor = {Aidong Zhang and Huzefa Rangwala}, title = {Availability Attacks Create Shortcuts}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, pages = {2367--2376}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3534678.3539241}, doi = {10.1145/3534678.3539241}, timestamp = {Mon, 28 Aug 2023 21:17:29 +0200}, biburl = {https://dblp.org/rec/conf/kdd/YuZC0L22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/ZhuXW0QZLL22, author = {Jinhua Zhu and Yingce Xia and Lijun Wu and Shufang Xie and Tao Qin and Wengang Zhou and Houqiang Li and Tie{-}Yan Liu}, editor = {Aidong Zhang and Huzefa Rangwala}, title = {Unified 2D and 3D Pre-Training of Molecular Representations}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, pages = {2626--2636}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3534678.3539368}, doi = {10.1145/3534678.3539368}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/ZhuXW0QZLL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/ZhangCW0QLZ22, author = {Chen Zhang and LuChin Chang and Songruoyao Wu and Xu Tan and Tao Qin and Tie{-}Yan Liu and Kejun Zhang}, editor = {Jo{\~{a}}o Magalh{\~{a}}es and Alberto Del Bimbo and Shin'ichi Satoh and Nicu Sebe and Xavier Alameda{-}Pineda and Qin Jin and Vincent Oria and Laura Toni}, title = {ReLyMe: Improving Lyric-to-Melody Generation by Incorporating Lyric-Melody Relationships}, booktitle = {{MM} '22: The 30th {ACM} International Conference on Multimedia, Lisboa, Portugal, October 10 - 14, 2022}, pages = {1047--1056}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3503161.3548357}, doi = {10.1145/3503161.3548357}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mm/ZhangCW0QLZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/ZhangW0G0QL22, author = {Kexun Zhang and Rui Wang and Xu Tan and Junliang Guo and Yi Ren and Tao Qin and Tie{-}Yan Liu}, editor = {Marine Carpuat and Marie{-}Catherine de Marneffe and Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z}, title = {A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation}, booktitle = {Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, {NAACL} 2022, Seattle, WA, United States, July 10-15, 2022}, pages = {1747--1757}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.naacl-main.126}, doi = {10.18653/V1/2022.NAACL-MAIN.126}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/naacl/ZhangW0G0QL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChenZZZZCCXQCL22, author = {Xiaoyu Chen and Xiangming Zhu and Yufeng Zheng and Pushi Zhang and Li Zhao and Wenxue Cheng and Peng Cheng and Yongqiang Xiong and Tao Qin and Jianyu Chen and Tie{-}Yan Liu}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {An Adaptive Deep {RL} Method for Non-Stationary Environments with Piecewise Stable Context}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/e67a667df97d44fa43ffe8d179b44dd8-Abstract-Conference.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ChenZZZZCCXQCL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Huang0Q00L22, author = {Jiawei Huang and Li Zhao and Tao Qin and Wei Chen and Nan Jiang and Tie{-}Yan Liu}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/0463ec87d0ac1e98a6cbe3d95d4e3e35-Abstract-Conference.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Huang0Q00L22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LengCGLCTMHLQzL22, author = {Yichong Leng and Zehua Chen and Junliang Guo and Haohe Liu and Jiawei Chen and Xu Tan and Danilo P. Mandic and Lei He and Xiangyang Li and Tao Qin and Sheng Zhao and Tie{-}Yan Liu}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {BinauralGrad: {A} Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/95f03faf3763e1b1ce2c3de62da8f090-Abstract-Conference.html}, timestamp = {Sun, 21 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/LengCGLCTMHLQzL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LuoLZLWH22, author = {Shengjie Luo and Shanda Li and Shuxin Zheng and Tie{-}Yan Liu and Liwei Wang and Di He}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Your Transformer May Not be as Powerful as You Expect}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/1ba5f64159d67775a251cf9ce386a2b9-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LuoLZLWH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ShiKCZL22, author = {Yu Shi and Guolin Ke and Zhuoming Chen and Shuxin Zheng and Tie{-}Yan Liu}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Quantized Training of Gradient Boosting Decision Trees}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/77911ed9e6e864ca1a3d165b2c3cb258-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ShiKCZL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangMZSCML22, author = {Bohan Wang and Qi Meng and Huishuai Zhang and Ruoyu Sun and Wei Chen and Zhi{-}Ming Ma and Tie{-}Yan Liu}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Does Momentum Change the Implicit Regularization on Separable Data?}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/ab3f6bbe121a8f7a0263a9b393000741-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WangMZSCML22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YuLWH00ZQL22, author = {Botao Yu and Peiling Lu and Rui Wang and Wei Hu and Xu Tan and Wei Ye and Shikun Zhang and Tao Qin and Tie{-}Yan Liu}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/092c2d45005ea2db40fc24c470663416-Abstract-Conference.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YuLWH00ZQL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-01356, author = {Jinhua Zhu and Yingce Xia and Chang Liu and Lijun Wu and Shufang Xie and Tong Wang and Yusong Wang and Wengang Zhou and Tao Qin and Houqiang Li and Tie{-}Yan Liu}, title = {Direct Molecular Conformation Generation}, journal = {CoRR}, volume = {abs/2202.01356}, year = {2022}, url = {https://arxiv.org/abs/2202.01356}, eprinttype = {arXiv}, eprint = {2202.01356}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-01356.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-06450, author = {Jiawei Huang and Jinglin Chen and Li Zhao and Tao Qin and Nan Jiang and Tie{-}Yan Liu}, title = {Towards Deployment-Efficient Reinforcement Learning: Lower Bound and Optimality}, journal = {CoRR}, volume = {abs/2202.06450}, year = {2022}, url = {https://arxiv.org/abs/2202.06450}, eprinttype = {arXiv}, eprint = {2202.06450}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-06450.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-09340, author = {Di He and Wenlei Shi and Shanda Li and Xiaotian Gao and Jia Zhang and Jiang Bian and Liwei Wang and Tie{-}Yan Liu}, title = {Learning Physics-Informed Neural Networks without Stacked Back-propagation}, journal = {CoRR}, volume = {abs/2202.09340}, year = {2022}, url = {https://arxiv.org/abs/2202.09340}, eprinttype = {arXiv}, eprint = {2202.09340}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-09340.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-10322, author = {Lin Huang and Qiyuan Dong and Lijun Wu and Jia Zhang and Jiang Bian and Tie{-}Yan Liu}, title = {AF\({}_{\mbox{2}}\): Adaptive Focus Framework for Aerial Imagery Segmentation}, journal = {CoRR}, volume = {abs/2202.10322}, year = {2022}, url = {https://arxiv.org/abs/2202.10322}, eprinttype = {arXiv}, eprint = {2202.10322}, timestamp = {Wed, 02 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-10322.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-10586, author = {Lin Huang and Lijun Wu and Jia Zhang and Jiang Bian and Tie{-}Yan Liu}, title = {Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting}, journal = {CoRR}, volume = {abs/2202.10586}, year = {2022}, url = {https://arxiv.org/abs/2202.10586}, eprinttype = {arXiv}, eprint = {2202.10586}, timestamp = {Mon, 28 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-10586.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-13066, author = {Yi Ren and Xu Tan and Tao Qin and Zhou Zhao and Tie{-}Yan Liu}, title = {Revisiting Over-Smoothness in Text to Speech}, journal = {CoRR}, volume = {abs/2202.13066}, year = {2022}, url = {https://arxiv.org/abs/2202.13066}, eprinttype = {arXiv}, eprint = {2202.13066}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-13066.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-04810, author = {Yu Shi and Shuxin Zheng and Guolin Ke and Yifei Shen and Jiacheng You and Jiyan He and Shengjie Luo and Chang Liu and Di He and Tie{-}Yan Liu}, title = {Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets}, journal = {CoRR}, volume = {abs/2203.04810}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.04810}, doi = {10.48550/ARXIV.2203.04810}, eprinttype = {arXiv}, eprint = {2203.04810}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-04810.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-07681, author = {Wei Fan and Shun Zheng and Xiaohan Yi and Wei Cao and Yanjie Fu and Jiang Bian and Tie{-}Yan Liu}, title = {{DEPTS:} Deep Expansion Learning for Periodic Time Series Forecasting}, journal = {CoRR}, volume = {abs/2203.07681}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.07681}, doi = {10.48550/ARXIV.2203.07681}, eprinttype = {arXiv}, eprint = {2203.07681}, timestamp = {Fri, 29 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-07681.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-14513, author = {Zimeng Li and Shichao Zhu and Bin Shao and Tie{-}Yan Liu and Xiangxiang Zeng and Tong Wang}, title = {Multi-View Substructure Learning for Drug-Drug Interaction Prediction}, journal = {CoRR}, volume = {abs/2203.14513}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.14513}, doi = {10.48550/ARXIV.2203.14513}, eprinttype = {arXiv}, eprint = {2203.14513}, timestamp = {Tue, 04 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-14513.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-00436, author = {Yihan Wu and Xu Tan and Bohan Li and Lei He and Sheng Zhao and Ruihua Song and Tao Qin and Tie{-}Yan Liu}, title = {AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios}, journal = {CoRR}, volume = {abs/2204.00436}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.00436}, doi = {10.48550/ARXIV.2204.00436}, eprinttype = {arXiv}, eprint = {2204.00436}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-00436.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-06255, author = {Peiyan Hu and Qi Meng and Bingguang Chen and Shiqi Gong and Yue Wang and Wei Chen and Rongchan Zhu and Zhi{-}Ming Ma and Tie{-}Yan Liu}, title = {Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs}, journal = {CoRR}, volume = {abs/2204.06255}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.06255}, doi = {10.48550/ARXIV.2204.06255}, eprinttype = {arXiv}, eprint = {2204.06255}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-06255.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-06644, author = {Payal Bajaj and Chenyan Xiong and Guolin Ke and Xiaodong Liu and Di He and Saurabh Tiwary and Tie{-}Yan Liu and Paul Bennett and Xia Song and Jianfeng Gao}, title = {{METRO:} Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals}, journal = {CoRR}, volume = {abs/2204.06644}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.06644}, doi = {10.48550/ARXIV.2204.06644}, eprinttype = {arXiv}, eprint = {2204.06644}, timestamp = {Thu, 11 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-06644.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-09269, author = {Yisheng Xiao and Lijun Wu and Junliang Guo and Juntao Li and Min Zhang and Tao Qin and Tie{-}Yan Liu}, title = {A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond}, journal = {CoRR}, volume = {abs/2204.09269}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.09269}, doi = {10.48550/ARXIV.2204.09269}, eprinttype = {arXiv}, eprint = {2204.09269}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-09269.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-04421, author = {Xu Tan and Jiawei Chen and Haohe Liu and Jian Cong and Chen Zhang and Yanqing Liu and Xi Wang and Yichong Leng and Yuanhao Yi and Lei He and Frank K. Soong and Tao Qin and Sheng Zhao and Tie{-}Yan Liu}, title = {NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level Quality}, journal = {CoRR}, volume = {abs/2205.04421}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.04421}, doi = {10.48550/ARXIV.2205.04421}, eprinttype = {arXiv}, eprint = {2205.04421}, timestamp = {Tue, 16 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-04421.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-12418, author = {Jiawei Huang and Li Zhao and Tao Qin and Wei Chen and Nan Jiang and Tie{-}Yan Liu}, title = {Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret}, journal = {CoRR}, volume = {abs/2205.12418}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.12418}, doi = {10.48550/ARXIV.2205.12418}, eprinttype = {arXiv}, eprint = {2205.12418}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-12418.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-13401, author = {Shengjie Luo and Shanda Li and Shuxin Zheng and Tie{-}Yan Liu and Liwei Wang and Di He}, title = {Your Transformer May Not be as Powerful as You Expect}, journal = {CoRR}, volume = {abs/2205.13401}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.13401}, doi = {10.48550/ARXIV.2205.13401}, eprinttype = {arXiv}, eprint = {2205.13401}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-13401.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-14807, author = {Yichong Leng and Zehua Chen and Junliang Guo and Haohe Liu and Jiawei Chen and Xu Tan and Danilo P. Mandic and Lei He and Xiang{-}Yang Li and Tao Qin and Sheng Zhao and Tie{-}Yan Liu}, title = {BinauralGrad: {A} Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis}, journal = {CoRR}, volume = {abs/2205.14807}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.14807}, doi = {10.48550/ARXIV.2205.14807}, eprinttype = {arXiv}, eprint = {2205.14807}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-14807.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-02617, author = {Da Yu and Gautam Kamath and Janardhan Kulkarni and Tie{-}Yan Liu and Jian Yin and Huishuai Zhang}, title = {Per-Instance Privacy Accounting for Differentially Private Stochastic Gradient Descent}, journal = {CoRR}, volume = {abs/2206.02617}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.02617}, doi = {10.48550/ARXIV.2206.02617}, eprinttype = {arXiv}, eprint = {2206.02617}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-02617.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-09418, author = {Wenlei Shi and Xinquan Huang and Xiaotian Gao and Xinran Wei and Jia Zhang and Jiang Bian and Mao Yang and Tie{-}Yan Liu}, title = {LordNet: Learning to Solve Parametric Partial Differential Equations without Simulated Data}, journal = {CoRR}, volume = {abs/2206.09418}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.09418}, doi = {10.48550/ARXIV.2206.09418}, eprinttype = {arXiv}, eprint = {2206.09418}, timestamp = {Mon, 27 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-09418.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-09571, author = {Rui Zhang and Peiyan Hu and Qi Meng and Yue Wang and Rongchan Zhu and Bingguang Chen and Zhi{-}Ming Ma and Tie{-}Yan Liu}, title = {Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations}, journal = {CoRR}, volume = {abs/2206.09571}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.09571}, doi = {10.48550/ARXIV.2206.09571}, eprinttype = {arXiv}, eprint = {2206.09571}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-09571.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-09818, author = {Qizhi Pei and Lijun Wu and Jinhua Zhu and Yingce Xia and Shufang Xie and Tao Qin and Haiguang Liu and Tie{-}Yan Liu}, title = {{SMT-DTA:} Improving Drug-Target Affinity Prediction with Semi-supervised Multi-task Training}, journal = {CoRR}, volume = {abs/2206.09818}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.09818}, doi = {10.48550/ARXIV.2206.09818}, eprinttype = {arXiv}, eprint = {2206.09818}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-09818.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-13033, author = {Xiaodong Yang and Huishuai Zhang and Wei Chen and Tie{-}Yan Liu}, title = {Normalized/Clipped {SGD} with Perturbation for Differentially Private Non-Convex Optimization}, journal = {CoRR}, volume = {abs/2206.13033}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.13033}, doi = {10.48550/ARXIV.2206.13033}, eprinttype = {arXiv}, eprint = {2206.13033}, timestamp = {Mon, 04 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-13033.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-04206, author = {Kexun Zhang and Rui Wang and Xu Tan and Junliang Guo and Yi Ren and Tao Qin and Tie{-}Yan Liu}, title = {A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation}, journal = {CoRR}, volume = {abs/2207.04206}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.04206}, doi = {10.48550/ARXIV.2207.04206}, eprinttype = {arXiv}, eprint = {2207.04206}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-04206.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-05688, author = {Chen Zhang and LuChin Chang and Songruoyao Wu and Xu Tan and Tao Qin and Tie{-}Yan Liu and Kejun Zhang}, title = {ReLyMe: Improving Lyric-to-Melody Generation by Incorporating Lyric-Melody Relationships}, journal = {CoRR}, volume = {abs/2207.05688}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.05688}, doi = {10.48550/ARXIV.2207.05688}, eprinttype = {arXiv}, eprint = {2207.05688}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-05688.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-08379, author = {Guoqing Liu and Mengzhang Cai and Li Zhao and Tao Qin and Adrian Brown and Jimmy Bischoff and Tie{-}Yan Liu}, title = {Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation}, journal = {CoRR}, volume = {abs/2207.08379}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.08379}, doi = {10.48550/ARXIV.2207.08379}, eprinttype = {arXiv}, eprint = {2207.08379}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-08379.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-08806, author = {Jinhua Zhu and Yingce Xia and Lijun Wu and Shufang Xie and Tao Qin and Wengang Zhou and Houqiang Li and Tie{-}Yan Liu}, title = {Unified 2D and 3D Pre-Training of Molecular Representations}, journal = {CoRR}, volume = {abs/2207.08806}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.08806}, doi = {10.48550/ARXIV.2207.08806}, eprinttype = {arXiv}, eprint = {2207.08806}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-08806.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-09682, author = {Yu Shi and Guolin Ke and Zhuoming Chen and Shuxin Zheng and Tie{-}Yan Liu}, title = {Quantized Training of Gradient Boosting Decision Trees}, journal = {CoRR}, volume = {abs/2207.09682}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.09682}, doi = {10.48550/ARXIV.2207.09682}, eprinttype = {arXiv}, eprint = {2207.09682}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-09682.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-05697, author = {Ang Lv and Xu Tan and Tao Qin and Tie{-}Yan Liu and Rui Yan}, title = {Re-creation of Creations: {A} New Paradigm for Lyric-to-Melody Generation}, journal = {CoRR}, volume = {abs/2208.05697}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.05697}, doi = {10.48550/ARXIV.2208.05697}, eprinttype = {arXiv}, eprint = {2208.05697}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-05697.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-09900, author = {Bohan Wang and Yushun Zhang and Huishuai Zhang and Qi Meng and Zhi{-}Ming Ma and Tie{-}Yan Liu and Wei Chen}, title = {Provable Adaptivity in Adam}, journal = {CoRR}, volume = {abs/2208.09900}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.09900}, doi = {10.48550/ARXIV.2208.09900}, eprinttype = {arXiv}, eprint = {2208.09900}, timestamp = {Mon, 29 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-09900.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-14345, author = {Peiling Lu and Xu Tan and Botao Yu and Tao Qin and Sheng Zhao and Tie{-}Yan Liu}, title = {MeloForm: Generating Melody with Musical Form based on Expert Systems and Neural Networks}, journal = {CoRR}, volume = {abs/2208.14345}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.14345}, doi = {10.48550/ARXIV.2208.14345}, eprinttype = {arXiv}, eprint = {2208.14345}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-14345.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-06158, author = {Kehan Wu and Yingce Xia and Yang Fan and Pan Deng and Haiguang Liu and Lijun Wu and Shufang Xie and Tong Wang and Tao Qin and Tie{-}Yan Liu}, title = {Tailoring Molecules for Protein Pockets: a Transformer-based Generative Solution for Structured-based Drug Design}, journal = {CoRR}, volume = {abs/2209.06158}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.06158}, doi = {10.48550/ARXIV.2209.06158}, eprinttype = {arXiv}, eprint = {2209.06158}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-06158.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-01765, author = {Shengjie Luo and Tianlang Chen and Yixian Xu and Shuxin Zheng and Tie{-}Yan Liu and Di He and Liwei Wang}, title = {One Transformer Can Understand Both 2D {\&} 3D Molecular Data}, journal = {CoRR}, volume = {abs/2210.01765}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.01765}, doi = {10.48550/ARXIV.2210.01765}, eprinttype = {arXiv}, eprint = {2210.01765}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-01765.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-04188, author = {Mingqing Xiao and Shuxin Zheng and Chang Liu and Zhouchen Lin and Tie{-}Yan Liu}, title = {Invertible Rescaling Network and Its Extensions}, journal = {CoRR}, volume = {abs/2210.04188}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.04188}, doi = {10.48550/ARXIV.2210.04188}, eprinttype = {arXiv}, eprint = {2210.04188}, timestamp = {Thu, 13 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-04188.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-10341, author = {Renqian Luo and Liai Sun and Yingce Xia and Tao Qin and Sheng Zhang and Hoifung Poon and Tie{-}Yan Liu}, title = {BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining}, journal = {CoRR}, volume = {abs/2210.10341}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.10341}, doi = {10.48550/ARXIV.2210.10341}, eprinttype = {arXiv}, eprint = {2210.10341}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-10341.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-10349, author = {Botao Yu and Peiling Lu and Rui Wang and Wei Hu and Xu Tan and Wei Ye and Shikun Zhang and Tao Qin and Tie{-}Yan Liu}, title = {Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation}, journal = {CoRR}, volume = {abs/2210.10349}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.10349}, doi = {10.48550/ARXIV.2210.10349}, eprinttype = {arXiv}, eprint = {2210.10349}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-10349.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-08406, author = {Kaiyuan Gao and Lijun Wu and Jinhua Zhu and Tianbo Peng and Yingce Xia and Liang He and Shufang Xie and Tao Qin and Haiguang Liu and Kun He and Tie{-}Yan Liu}, title = {Incorporating Pre-training Paradigm for Antibody Sequence-Structure Co-design}, journal = {CoRR}, volume = {abs/2211.08406}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.08406}, doi = {10.48550/ARXIV.2211.08406}, eprinttype = {arXiv}, eprint = {2211.08406}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-08406.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-12791, author = {Yusong Wang and Shaoning Li and Tong Wang and Zun Wang and Xinheng He and Bin Shao and Tie{-}Yan Liu}, title = {An ensemble of VisNet, Transformer-M, and pretraining models for molecular property prediction in {OGB} Large-Scale Challenge @ NeurIPS 2022}, journal = {CoRR}, volume = {abs/2211.12791}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.12791}, doi = {10.48550/ARXIV.2211.12791}, eprinttype = {arXiv}, eprint = {2211.12791}, timestamp = {Tue, 04 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-12791.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-01039, author = {Yichong Leng and Xu Tan and Wenjie Liu and Kaitao Song and Rui Wang and Xiang{-}Yang Li and Tao Qin and Edward Lin and Tie{-}Yan Liu}, title = {SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition}, journal = {CoRR}, volume = {abs/2212.01039}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.01039}, doi = {10.48550/ARXIV.2212.01039}, eprinttype = {arXiv}, eprint = {2212.01039}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-01039.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-12735, author = {Xiaoyu Chen and Xiangming Zhu and Yufeng Zheng and Pushi Zhang and Li Zhao and Wenxue Cheng and Peng Cheng and Yongqiang Xiong and Tao Qin and Jianyu Chen and Tie{-}Yan Liu}, title = {An Adaptive Deep {RL} Method for Non-Stationary Environments with Piecewise Stable Context}, journal = {CoRR}, volume = {abs/2212.12735}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.12735}, doi = {10.48550/ARXIV.2212.12735}, eprinttype = {arXiv}, eprint = {2212.12735}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-12735.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/DingXLWSGL21, author = {Wenze Ding and Qijiang Xu and Siyuan Liu and Tong Wang and Bin Shao and Haipeng Gong and Tie{-}Yan Liu}, title = {{SAMF:} a self-adaptive protein modeling framework}, journal = {Bioinform.}, volume = {37}, number = {22}, pages = {4075--4082}, year = {2021}, url = {https://doi.org/10.1093/bioinformatics/btab411}, doi = {10.1093/BIOINFORMATICS/BTAB411}, timestamp = {Tue, 04 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bioinformatics/DingXLWSGL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/LiuWXSYL21, author = {Siyuan Liu and Tong Wang and Qijiang Xu and Bin Shao and Jian Yin and Tie{-}Yan Liu}, title = {Complementing sequence-derived features with structural information extracted from fragment libraries for protein structure prediction}, journal = {{BMC} Bioinform.}, volume = {22}, number = {1}, pages = {351}, year = {2021}, url = {https://doi.org/10.1186/s12859-021-04258-6}, doi = {10.1186/S12859-021-04258-6}, timestamp = {Tue, 04 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bmcbi/LiuWXSYL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fcsc/ChenCDDGHLLLLLM21, author = {Zhumin Chen and Xueqi Cheng and Shoubin Dong and Zhicheng Dou and Jiafeng Guo and Xuanjing Huang and Yanyan Lan and Chenliang Li and Ru Li and Tie{-}Yan Liu and Yiqun Liu and Jun Ma and Bing Qin and Mingwen Wang and Ji{-}Rong Wen and Jun Xu and Min Zhang and Peng Zhang and Qi Zhang}, title = {Information retrieval: a view from the Chinese {IR} community}, journal = {Frontiers Comput. Sci.}, volume = {15}, number = {1}, pages = {151601}, year = {2021}, url = {https://doi.org/10.1007/s11704-020-9159-0}, doi = {10.1007/S11704-020-9159-0}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fcsc/ChenCDDGHLLLLLM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/LiuZZBQYL21, author = {Guoqing Liu and Li Zhao and Pushi Zhang and Jiang Bian and Tao Qin and Nenghai Yu and Tie{-}Yan Liu}, title = {Demonstration actor critic}, journal = {Neurocomputing}, volume = {434}, pages = {194--202}, year = {2021}, url = {https://doi.org/10.1016/j.neucom.2020.12.116}, doi = {10.1016/J.NEUCOM.2020.12.116}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/LiuZZBQYL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sncs/ZhaoXQXL21, author = {Zhibing Zhao and Yingce Xia and Tao Qin and Lirong Xia and Tie{-}Yan Liu}, title = {Dual Learning: Theoretical Study and an Algorithmic Extension}, journal = {{SN} Comput. Sci.}, volume = {2}, number = {5}, pages = {413}, year = {2021}, url = {https://doi.org/10.1007/s42979-021-00799-y}, doi = {10.1007/S42979-021-00799-Y}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sncs/ZhaoXQXL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/FangRLZ00YL21, author = {Yuchen Fang and Kan Ren and Weiqing Liu and Dong Zhou and Weinan Zhang and Jiang Bian and Yong Yu and Tie{-}Yan Liu}, title = {Universal Trading for Order Execution with Oracle Policy Distillation}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {107--115}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i1.16083}, doi = {10.1609/AAAI.V35I1.16083}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/FangRLZ00YL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/YuZ00L21, author = {Da Yu and Huishuai Zhang and Wei Chen and Jian Yin and Tie{-}Yan Liu}, title = {How Does Data Augmentation Affect Privacy in Machine Learning?}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {10746--10753}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i12.17284}, doi = {10.1609/AAAI.V35I12.17284}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/YuZ00L21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Zhang00QZL21, author = {Chen Zhang and Xu Tan and Yi Ren and Tao Qin and Kejun Zhang and Tie{-}Yan Liu}, title = {UWSpeech: Speech to Speech Translation for Unwritten Languages}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {14319--14327}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i16.17684}, doi = {10.1609/AAAI.V35I16.17684}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/Zhang00QZL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/XueSW0ZQZL20, author = {Lanqing Xue and Kaitao Song and Duocai Wu and Xu Tan and Nevin L. Zhang and Tao Qin and Wei{-}Qiang Zhang and Tie{-}Yan Liu}, editor = {Chengqing Zong and Fei Xia and Wenjie Li and Roberto Navigli}, title = {DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling}, booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021}, pages = {69--81}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.acl-long.6}, doi = {10.18653/V1/2021.ACL-LONG.6}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acl/XueSW0ZQZL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/ZengTWJQL21, author = {Mingliang Zeng and Xu Tan and Rui Wang and Zeqian Ju and Tao Qin and Tie{-}Yan Liu}, editor = {Chengqing Zong and Fei Xia and Wenjie Li and Roberto Navigli}, title = {MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training}, booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP} 2021, Online Event, August 1-6, 2021}, series = {Findings of {ACL}}, volume = {{ACL/IJCNLP} 2021}, pages = {791--800}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.findings-acl.70}, doi = {10.18653/V1/2021.FINDINGS-ACL.70}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acl/ZengTWJQL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/ShiWZNJ0L21, author = {Wenlei Shi and Xinran Wei and Jia Zhang and Xiaoyuan Ni and Arthur Jiang and Jiang Bian and Tie{-}Yan Liu}, editor = {Frank Dignum and Alessio Lomuscio and Ulle Endriss and Ann Now{\'{e}}}, title = {Cooperative Policy Learning with Pre-trained Heterogeneous Observation Representations}, booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021}, pages = {1191--1199}, publisher = {{ACM}}, year = {2021}, url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1191.pdf}, doi = {10.5555/3463952.3464090}, timestamp = {Wed, 20 Jul 2022 17:03:47 +0200}, biburl = {https://dblp.org/rec/conf/atal/ShiWZNJ0L21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/Hou0LL0WLCL21, author = {Min Hou and Chang Xu and Yang Liu and Weiqing Liu and Jiang Bian and Le Wu and Zhi Li and Enhong Chen and Tie{-}Yan Liu}, editor = {Gianluca Demartini and Guido Zuccon and J. Shane Culpepper and Zi Huang and Hanghang Tong}, title = {Stock Trend Prediction with Multi-granularity Data: {A} Contrastive Learning Approach with Adaptive Fusion}, booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}, pages = {700--709}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3459637.3482483}, doi = {10.1145/3459637.3482483}, timestamp = {Wed, 14 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/Hou0LL0WLCL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/ZhengGC0L21, author = {Shun Zheng and Zhifeng Gao and Wei Cao and Jiang Bian and Tie{-}Yan Liu}, editor = {Gianluca Demartini and Guido Zuccon and J. Shane Culpepper and Zi Huang and Hanghang Tong}, title = {HierST: {A} Unified Hierarchical Spatial-temporal Framework for {COVID-19} Trend Forecasting}, booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}, pages = {4383--4392}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3459637.3481927}, doi = {10.1145/3459637.3481927}, timestamp = {Tue, 02 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/ZhengGC0L21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/LuHXKMDBLO21, author = {Shuqi Lu and Di He and Chenyan Xiong and Guolin Ke and Waleed Malik and Zhicheng Dou and Paul Bennett and Tie{-}Yan Liu and Arnold Overwijk}, editor = {Marie{-}Francine Moens and Xuanjing Huang and Lucia Specia and Scott Wen{-}tau Yih}, title = {Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder}, 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 = {2780--2791}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.emnlp-main.220}, doi = {10.18653/V1/2021.EMNLP-MAIN.220}, timestamp = {Fri, 16 Feb 2024 08:27:36 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/LuHXKMDBLO21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/LengTWZXLLLQLL21, author = {Yichong Leng and Xu Tan and Rui Wang and Linchen Zhu and Jin Xu and Wenjie Liu and Linquan Liu and Xiang{-}Yang Li and Tao Qin and Edward Lin and Tie{-}Yan Liu}, editor = {Marie{-}Francine Moens and Xuanjing Huang and Lucia Specia and Scott Wen{-}tau Yih}, title = {FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition}, booktitle = {Findings of the Association for Computational Linguistics: {EMNLP} 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021}, pages = {4328--4337}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.findings-emnlp.367}, doi = {10.18653/V1/2021.FINDINGS-EMNLP.367}, timestamp = {Fri, 16 Feb 2024 08:27:36 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/LengTWZXLLLQLL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/Luo0WQLZCL21, author = {Renqian Luo and Xu Tan and Rui Wang and Tao Qin and Jinzhu Li and Sheng Zhao and Enhong Chen and Tie{-}Yan Liu}, title = {Lightspeech: Lightweight and Fast Text to Speech with Neural Architecture Search}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021}, pages = {5699--5703}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICASSP39728.2021.9414403}, doi = {10.1109/ICASSP39728.2021.9414403}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/Luo0WQLZCL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/Yan0LQZSL21, author = {Yuzi Yan and Xu Tan and Bohan Li and Tao Qin and Sheng Zhao and Yuan Shen and Tie{-}Yan Liu}, title = {Adaspeech 2: Adaptive Text to Speech with Untranscribed Data}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021}, pages = {6613--6617}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICASSP39728.2021.9414872}, doi = {10.1109/ICASSP39728.2021.9414872}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/Yan0LQZSL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/Zhang00LZQZL21, author = {Chen Zhang and Yi Ren and Xu Tan and Jinglin Liu and Kejun Zhang and Tao Qin and Sheng Zhao and Tie{-}Yan Liu}, title = {Denoispeech: Denoising Text to Speech with Frame-Level Noise Modeling}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021}, pages = {7063--7067}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICASSP39728.2021.9413934}, doi = {10.1109/ICASSP39728.2021.9413934}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/Zhang00LZQZL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/0001XLKHL21, author = {Qiyu Wu and Chen Xing and Yatao Li and Guolin Ke and Di He and Tie{-}Yan Liu}, title = {Taking Notes on the Fly Helps Language Pre-Training}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=lU5Rs\_wCweN}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/0001XLKHL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/0006H0QZZL21, author = {Yi Ren and Chenxu Hu and Xu Tan and Tao Qin and Sheng Zhao and Zhou Zhao and Tie{-}Yan Liu}, title = {FastSpeech 2: Fast and High-Quality End-to-End Text to Speech}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=piLPYqxtWuA}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/0006H0QZZL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/Chen0LLQZL21, author = {Mingjian Chen and Xu Tan and Bohan Li and Yanqing Liu and Tao Qin and Sheng Zhao and Tie{-}Yan Liu}, title = {AdaSpeech: Adaptive Text to Speech for Custom Voice}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=Drynvt7gg4L}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/Chen0LLQZL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KeHL21, author = {Guolin Ke and Di He and Tie{-}Yan Liu}, title = {Rethinking Positional Encoding in Language Pre-training}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=09-528y2Fgf}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/KeHL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/LiuZZQZLYL21, author = {Guoqing Liu and Chuheng Zhang and Li Zhao and Tao Qin and Jinhua Zhu and Jian Li and Nenghai Yu and Tie{-}Yan Liu}, title = {Return-Based Contrastive Representation Learning for Reinforcement Learning}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=\_TM6rT7tXke}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/LiuZZQZLYL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/YuZ0L21, author = {Da Yu and Huishuai Zhang and Wei Chen and Tie{-}Yan Liu}, title = {Do not Let Privacy Overbill Utility: Gradient Embedding Perturbation for Private Learning}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=7aogOj\_VYO0}, timestamp = {Wed, 23 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/YuZ0L21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhuWX0QZLL21, author = {Jinhua Zhu and Lijun Wu and Yingce Xia and Shufang Xie and Tao Qin and Wengang Zhou and Houqiang Li and Tie{-}Yan Liu}, title = {{IOT:} Instance-wise Layer Reordering for Transformer Structures}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=ipUPfYxWZvM}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZhuWX0QZLL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/CaiLXHL021, author = {Tianle Cai and Shengjie Luo and Keyulu Xu and Di He and Tie{-}Yan Liu and Liwei Wang}, editor = {Marina Meila and Tong Zhang}, title = {GraphNorm: {A} Principled Approach to Accelerating Graph Neural Network Training}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {1204--1215}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/cai21e.html}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/CaiLXHL021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/PengZLKHL21, author = {Dinglan Peng and Shuxin Zheng and Yatao Li and Guolin Ke and Di He and Tie{-}Yan Liu}, editor = {Marina Meila and Tong Zhang}, title = {How could Neural Networks understand Programs?}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {8476--8486}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/peng21b.html}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/PengZLKHL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WangM0L21, author = {Bohan Wang and Qi Meng and Wei Chen and Tie{-}Yan Liu}, editor = {Marina Meila and Tong Zhang}, title = {The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {10849--10858}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/wang21q.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/WangM0L21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WuWXLW0QL21, author = {Xueqing Wu and Lewen Wang and Yingce Xia and Weiqing Liu and Lijun Wu and Shufang Xie and Tao Qin and Tie{-}Yan Liu}, editor = {Marina Meila and Tong Zhang}, title = {Temporally Correlated Task Scheduling for Sequence Learning}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {11274--11284}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/wu21e.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/WuWXLW0QL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/YuZC0L21, author = {Da Yu and Huishuai Zhang and Wei Chen and Jian Yin and Tie{-}Yan Liu}, editor = {Marina Meila and Tong Zhang}, title = {Large Scale Private Learning via Low-rank Reparametrization}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {12208--12218}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/yu21f.html}, timestamp = {Mon, 28 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/YuZC0L21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ZhangY0XL21, author = {Tianhao Zhang and Qiwei Ye and Jiang Bian and Guangming Xie and Tie{-}Yan Liu}, editor = {Zhi{-}Hua Zhou}, title = {{MFVFD:} {A} Multi-Agent Q-Learning Approach to Cooperative and Non-Cooperative Tasks}, booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27 August 2021}, pages = {500--506}, publisher = {ijcai.org}, year = {2021}, url = {https://doi.org/10.24963/ijcai.2021/70}, doi = {10.24963/IJCAI.2021/70}, timestamp = {Wed, 25 Aug 2021 17:11:16 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ZhangY0XL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ZhangZL0HQL21, author = {Pushi Zhang and Li Zhao and Guoqing Liu and Jiang Bian and Minlie Huang and Tao Qin and Tie{-}Yan Liu}, editor = {Zhi{-}Hua Zhou}, title = {Independence-aware Advantage Estimation}, booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27 August 2021}, pages = {3349--3355}, publisher = {ijcai.org}, year = {2021}, url = {https://doi.org/10.24963/ijcai.2021/461}, doi = {10.24963/IJCAI.2021/461}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/ZhangZL0HQL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Wang0LQL21, author = {Rui Wang and Xu Tan and Renqian Luo and Tao Qin and Tie{-}Yan Liu}, editor = {Zhi{-}Hua Zhou}, title = {A Survey on Low-Resource Neural Machine Translation}, booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27 August 2021}, pages = {4636--4643}, publisher = {ijcai.org}, year = {2021}, url = {https://doi.org/10.24963/ijcai.2021/629}, doi = {10.24963/IJCAI.2021/629}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/Wang0LQL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/YanTLZQZSZL21, author = {Yuzi Yan and Xu Tan and Bohan Li and Guangyan Zhang and Tao Qin and Sheng Zhao and Yuan Shen and Wei{-}Qiang Zhang and Tie{-}Yan Liu}, editor = {Hynek Hermansky and Honza Cernock{\'{y}} and Luk{\'{a}}s Burget and Lori Lamel and Odette Scharenborg and Petr Motl{\'{\i}}cek}, title = {Adaptive Text to Speech for Spontaneous Style}, booktitle = {22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30 - September 3, 2021}, pages = {4668--4672}, publisher = {{ISCA}}, year = {2021}, url = {https://doi.org/10.21437/Interspeech.2021-584}, doi = {10.21437/INTERSPEECH.2021-584}, timestamp = {Tue, 11 Jun 2024 16:45:43 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/YanTLZQZSZL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/Xu0LS0QL21, author = {Jin Xu and Xu Tan and Renqian Luo and Kaitao Song and Jian Li and Tao Qin and Tie{-}Yan Liu}, editor = {Feida Zhu and Beng Chin Ooi and Chunyan Miao}, title = {{NAS-BERT:} Task-Agnostic and Adaptive-Size {BERT} Compression with Neural Architecture Search}, booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}, pages = {1933--1943}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3447548.3467262}, doi = {10.1145/3447548.3467262}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/Xu0LS0QL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/WuWMXXQDL21, author = {Zhen Wu and Lijun Wu and Qi Meng and Yingce Xia and Shufang Xie and Tao Qin and Xinyu Dai and Tie{-}Yan Liu}, editor = {Kristina Toutanova and Anna Rumshisky and Luke Zettlemoyer and Dilek Hakkani{-}T{\"{u}}r and Iz Beltagy and Steven Bethard and Ryan Cotterell and Tanmoy Chakraborty and Yichao Zhou}, title = {UniDrop: {A} Simple yet Effective Technique to Improve Transformer without Extra Cost}, booktitle = {Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, {NAACL-HLT} 2021, Online, June 6-11, 2021}, pages = {3865--3878}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.naacl-main.302}, doi = {10.18653/V1/2021.NAACL-MAIN.302}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/naacl/WuWMXXQDL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DasSPGGKLRSWPUZ21, author = {Abhishek Das and Muhammed Shuaibi and Aini Palizhati and Siddharth Goyal and Aditya Grover and Adeesh Kolluru and Janice Lan and Ammar Rizvi and Anuroop Sriram and Brandon M. Wood and Devi Parikh and Zachary W. Ulissi and C. Lawrence Zitnick and Guolin Ke and Shuxin Zheng and Yu Shi and Di He and Tie{-}Yan Liu and Chengxuan Ying and Jiacheng You and Yihan He and Rostislav Grigoriev and Ruslan Lukin and Adel Yarullin and Max Faleev}, editor = {Douwe Kiela and Marco Ciccone and Barbara Caputo}, title = {The Open Catalyst Challenge 2021: Competition Report}, booktitle = {NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December 2021, Online}, series = {Proceedings of Machine Learning Research}, volume = {176}, pages = {29--40}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v176/das22a.html}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DasSPGGKLRSWPUZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhangCZXQL21, author = {Pushi Zhang and Xiaoyu Chen and Li Zhao and Wei Xiong and Tao Qin and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Distributional Reinforcement Learning for Multi-Dimensional Reward Functions}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {1519--1529}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/0b9e57c46de934cee33b0e8d1839bfc2-Abstract.html}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZhangCZXQL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ParkSLZQSL21, author = {Jongjin Park and Younggyo Seo and Chang Liu and Li Zhao and Tao Qin and Jinwoo Shin and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {3029--3042}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/17a3120e4e5fbdc3cb5b5f946809b06a-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ParkSLZQSL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiuSWTLQCL21, author = {Chang Liu and Xinwei Sun and Jindong Wang and Haoyue Tang and Tao Li and Tao Qin and Wei Chen and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Learning Causal Semantic Representation for Out-of-Distribution 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 = {6155--6170}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/310614fca8fb8e5491295336298c340f-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LiuSWTLQCL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiuZYSZZL21, author = {Minghuan Liu and Hanye Zhao and Zhengyu Yang and Jian Shen and Weinan Zhang and Li Zhao and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Curriculum Offline Imitating Learning}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {6266--6277}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/31839b036f63806cba3f47b93af8ccb5-Abstract.html}, timestamp = {Tue, 21 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/LiuZYSZZL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChenTLXWQL21, author = {Jiawei Chen and Xu Tan and Yichong Leng and Jin Xu and Guihua Wen and Tao Qin and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Speech-T: Transducer for Text to Speech and Beyond}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {6621--6633}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/344ef5151be171062f42f03e69663ecf-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ChenTLXWQL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiangWLWMQCZL21, author = {Xiaobo Liang and Lijun Wu and Juntao Li and Yue Wang and Qi Meng and Tao Qin and Wei Chen and Min Zhang and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {R-Drop: Regularized Dropout for Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {10890--10905}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/5a66b9200f29ac3fa0ae244cc2a51b39-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LiangWLWMQCZL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhangJZHSZL21, author = {He Zhang and Fusong Ju and Jianwei Zhu and Liang He and Bin Shao and Nanning Zheng and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Co-evolution Transformer for Protein Contact 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 = {14252--14263}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/770f8e448d07586afbf77bb59f698587-Abstract.html}, timestamp = {Wed, 14 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZhangJZHSZL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SunWZLCQL21, author = {Xinwei Sun and Botong Wu and Xiangyu Zheng and Chang Liu and Wei Chen and Tao Qin and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Recovering Latent Causal Factor for Generalization to Distributional Shifts}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {16846--16859}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/8c6744c9d42ec2cb9e8885b54ff744d0-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/SunWZLCQL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LengTZXLLQLLL21, author = {Yichong Leng and Xu Tan and Linchen Zhu and Jin Xu and Renqian Luo and Linquan Liu and Tao Qin and Xiangyang Li and Edward Lin and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {21708--21719}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/b597460c506e8e35fb0cc1c1905dd3bc-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LengTZXLLQLLL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LuoLCHPZKWL21, author = {Shengjie Luo and Shanda Li and Tianle Cai and Di He and Dinglan Peng and Shuxin Zheng and Guolin Ke and Liwei Wang and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {22795--22807}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/c0f168ce8900fa56e57789e2a2f2c9d0-Abstract.html}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LuoLCHPZKWL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangZZMCL21, author = {Bohan Wang and Huishuai Zhang and Jieyu Zhang and Qi Meng and Wei Chen and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Optimizing Information-theoretical Generalization Bound via Anisotropic Noise of {SGLD}}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {26080--26090}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/db2b4182156b2f1f817860ac9f409ad7-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/WangZZMCL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiXYSZL21, author = {Jinpeng Li and Yingce Xia and Rui Yan and Hongda Sun and Dongyan Zhao and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Stylized Dialogue Generation with Multi-Pass Dual Learning}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {28470--28481}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/ef67f7c2d86352c2c42e19d20f881f53-Abstract.html}, timestamp = {Fri, 02 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/LiXYSZL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YingCLZKHSL21, author = {Chengxuan Ying and Tianle Cai and Shengjie Luo and Shuxin Zheng and Guolin Ke and Di He and Yanming Shen and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Do Transformers Really Perform Badly for Graph Representation?}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {28877--28888}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/f1c1592588411002af340cbaedd6fc33-Abstract.html}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YingCLZKHSL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiuTQWL21, author = {Chang Liu and Haoyue Tang and Tao Qin and Jintao Wang and Tie{-}Yan Liu}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {On the Generative Utility of Cyclic Conditionals}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {30242--30256}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/fe04e05fbe48920b8ba90bea2ddfe60b-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LiuTQWL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/LuoMCWL21, author = {Xufang Luo and Qi Meng and Wei Chen and Yunhong Wang and Tie{-}Yan Liu}, editor = {Cassio P. de Campos and Marloes H. Maathuis and Erik Quaeghebeur}, title = {Path-BN: Towards effective batch normalization in the Path Space for ReLU networks}, booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021}, series = {Proceedings of Machine Learning Research}, volume = {161}, pages = {834--843}, publisher = {{AUAI} Press}, year = {2021}, url = {https://proceedings.mlr.press/v161/luo21b.html}, timestamp = {Mon, 28 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uai/LuoMCWL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/XuL000L21, author = {Wentao Xu and Weiqing Liu and Chang Xu and Jiang Bian and Jian Yin and Tie{-}Yan Liu}, editor = {Jure Leskovec and Marko Grobelnik and Marc Najork and Jie Tang and Leila Zia}, title = {{REST:} Relational Event-driven Stock Trend Forecasting}, booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021}, pages = {1--10}, publisher = {{ACM} / {IW3C2}}, year = {2021}, url = {https://doi.org/10.1145/3442381.3450032}, doi = {10.1145/3442381.3450032}, timestamp = {Fri, 23 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/XuL000L21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-02944, author = {Mingyang Yi and Huishuai Zhang and Wei Chen and Zhi{-}Ming Ma and Tie{-}Yan Liu}, title = {BN-invariant sharpness regularizes the training model to better generalization}, journal = {CoRR}, volume = {abs/2101.02944}, year = {2021}, url = {https://arxiv.org/abs/2101.02944}, eprinttype = {arXiv}, eprint = {2101.02944}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-02944.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-04040, author = {Renqian Luo and Xu Tan and Rui Wang and Tao Qin and Jinzhu Li and Sheng Zhao and Enhong Chen and Tie{-}Yan Liu}, title = {LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture Search}, journal = {CoRR}, volume = {abs/2102.04040}, year = {2021}, url = {https://arxiv.org/abs/2102.04040}, eprinttype = {arXiv}, eprint = {2102.04040}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-04040.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-07372, author = {Wentao Xu and Weiqing Liu and Chang Xu and Jiang Bian and Jian Yin and Tie{-}Yan Liu}, title = {{REST:} Relational Event-driven Stock Trend Forecasting}, journal = {CoRR}, volume = {abs/2102.07372}, year = {2021}, url = {https://arxiv.org/abs/2102.07372}, eprinttype = {arXiv}, eprint = {2102.07372}, timestamp = {Fri, 19 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-07372.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-08357, author = {Shengjie Luo and Kaiyuan Gao and Shuxin Zheng and Guolin Ke and Di He and Liwei Wang and Tie{-}Yan Liu}, title = {Revisiting Language Encoding in Learning Multilingual Representations}, journal = {CoRR}, volume = {abs/2102.08357}, year = {2021}, url = {https://arxiv.org/abs/2102.08357}, eprinttype = {arXiv}, eprint = {2102.08357}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-08357.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-09206, author = {Shuqi Lu and Chenyan Xiong and Di He and Guolin Ke and Waleed Malik and Zhicheng Dou and Paul Bennett and Tie{-}Yan Liu and Arnold Overwijk}, title = {Less is More: Pre-training a Strong Siamese Encoder Using a Weak Decoder}, journal = {CoRR}, volume = {abs/2102.09206}, year = {2021}, url = {https://arxiv.org/abs/2102.09206}, eprinttype = {arXiv}, eprint = {2102.09206}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-09206.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-10960, author = {Guoqing Liu and Chuheng Zhang and Li Zhao and Tao Qin and Jinhua Zhu and Jian Li and Nenghai Yu and Tie{-}Yan Liu}, title = {Return-Based Contrastive Representation Learning for Reinforcement Learning}, journal = {CoRR}, volume = {abs/2102.10960}, year = {2021}, url = {https://arxiv.org/abs/2102.10960}, eprinttype = {arXiv}, eprint = {2102.10960}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-10960.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-12677, author = {Da Yu and Huishuai Zhang and Wei Chen and Tie{-}Yan Liu}, title = {Do Not Let Privacy Overbill Utility: Gradient Embedding Perturbation for Private Learning}, journal = {CoRR}, volume = {abs/2102.12677}, year = {2021}, url = {https://arxiv.org/abs/2102.12677}, eprinttype = {arXiv}, eprint = {2102.12677}, timestamp = {Tue, 02 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-12677.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-12702, author = {Chengxuan Ying and Guolin Ke and Di He and Tie{-}Yan Liu}, title = {LazyFormer: Self Attention with Lazy Update}, journal = {CoRR}, volume = {abs/2102.12702}, year = {2021}, url = {https://arxiv.org/abs/2102.12702}, eprinttype = {arXiv}, eprint = {2102.12702}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-12702.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-00993, author = {Mingjian Chen and Xu Tan and Bohan Li and Yanqing Liu and Tao Qin and Sheng Zhao and Tie{-}Yan Liu}, title = {AdaSpeech: Adaptive Text to Speech for Custom Voice}, journal = {CoRR}, volume = {abs/2103.00993}, year = {2021}, url = {https://arxiv.org/abs/2103.00993}, eprinttype = {arXiv}, eprint = {2103.00993}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-00993.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-03457, author = {Jinhua Zhu and Lijun Wu and Yingce Xia and Shufang Xie and Tao Qin and Wengang Zhou and Houqiang Li and Tie{-}Yan Liu}, title = {{IOT:} Instance-wise Layer Reordering for Transformer Structures}, journal = {CoRR}, volume = {abs/2103.03457}, year = {2021}, url = {https://arxiv.org/abs/2103.03457}, eprinttype = {arXiv}, eprint = {2103.03457}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-03457.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-05114, author = {Jindong Wang and Wenjie Feng and Chang Liu and Chaohui Yu and Mingxuan Du and Renjun Xu and Tao Qin and Tie{-}Yan Liu}, title = {Learning Invariant Representations across Domains and Tasks}, journal = {CoRR}, volume = {abs/2103.05114}, year = {2021}, url = {https://arxiv.org/abs/2103.05114}, eprinttype = {arXiv}, eprint = {2103.05114}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-05114.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-10860, author = {Yuchen Fang and Kan Ren and Weiqing Liu and Dong Zhou and Weinan Zhang and Jiang Bian and Yong Yu and Tie{-}Yan Liu}, title = {Universal Trading for Order Execution with Oracle Policy Distillation}, journal = {CoRR}, volume = {abs/2103.10860}, year = {2021}, url = {https://arxiv.org/abs/2103.10860}, eprinttype = {arXiv}, eprint = {2103.10860}, timestamp = {Wed, 02 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-10860.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-04946, author = {Zhen Wu and Lijun Wu and Qi Meng and Yingce Xia and Shufang Xie and Tao Qin and Xinyu Dai and Tie{-}Yan Liu}, title = {UniDrop: {A} Simple yet Effective Technique to Improve Transformer without Extra Cost}, journal = {CoRR}, volume = {abs/2104.04946}, year = {2021}, url = {https://arxiv.org/abs/2104.04946}, eprinttype = {arXiv}, eprint = {2104.04946}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-04946.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-09715, author = {Yuzi Yan and Xu Tan and Bohan Li and Tao Qin and Sheng Zhao and Yuan Shen and Tie{-}Yan Liu}, title = {AdaSpeech 2: Adaptive Text to Speech with Untranscribed Data}, journal = {CoRR}, volume = {abs/2104.09715}, year = {2021}, url = {https://arxiv.org/abs/2104.09715}, eprinttype = {arXiv}, eprint = {2104.09715}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-09715.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-03842, author = {Yichong Leng and Xu Tan and Linchen Zhu and Jin Xu and Renqian Luo and Linquan Liu and Tao Qin and Xiang{-}Yang Li and Edward Lin and Tie{-}Yan Liu}, title = {FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition}, journal = {CoRR}, volume = {abs/2105.03842}, year = {2021}, url = {https://arxiv.org/abs/2105.03842}, eprinttype = {arXiv}, eprint = {2105.03842}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-03842.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-04297, author = {Dinglan Peng and Shuxin Zheng and Yatao Li and Guolin Ke and Di He and Tie{-}Yan Liu}, title = {How could Neural Networks understand Programs?}, journal = {CoRR}, volume = {abs/2105.04297}, year = {2021}, url = {https://arxiv.org/abs/2105.04297}, eprinttype = {arXiv}, eprint = {2105.04297}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-04297.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-13905, author = {Jinhui Yuan and Fei Pan and Chunting Zhou and Tao Qin and Tie{-}Yan Liu}, title = {Learning Structures for Deep Neural Networks}, journal = {CoRR}, volume = {abs/2105.13905}, year = {2021}, url = {https://arxiv.org/abs/2105.13905}, eprinttype = {arXiv}, eprint = {2105.13905}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-13905.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-14444, author = {Jin Xu and Xu Tan and Renqian Luo and Kaitao Song and Jian Li and Tao Qin and Tie{-}Yan Liu}, title = {{NAS-BERT:} Task-Agnostic and Adaptive-Size {BERT} Compression with Neural Architecture Search}, journal = {CoRR}, volume = {abs/2105.14444}, year = {2021}, url = {https://arxiv.org/abs/2105.14444}, eprinttype = {arXiv}, eprint = {2105.14444}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-14444.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-14785, author = {Tianyu Pang and Huishuai Zhang and Di He and Yinpeng Dong and Hang Su and Wei Chen and Jun Zhu and Tie{-}Yan Liu}, title = {Adversarial Training with Rectified Rejection}, journal = {CoRR}, volume = {abs/2105.14785}, year = {2021}, url = {https://arxiv.org/abs/2105.14785}, eprinttype = {arXiv}, eprint = {2105.14785}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-14785.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-00026, author = {Ziming Liu and Bohan Wang and Qi Meng and Wei Chen and Max Tegmark and Tie{-}Yan Liu}, title = {Machine-Learning Non-Conservative Dynamics for New-Physics Detection}, journal = {CoRR}, volume = {abs/2106.00026}, year = {2021}, url = {https://arxiv.org/abs/2106.00026}, eprinttype = {arXiv}, eprint = {2106.00026}, timestamp = {Wed, 09 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-00026.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-04166, author = {Shiqi Gong and Qi Meng and Yue Wang and Lijun Wu and Wei Chen and Zhi{-}Ming Ma and Tie{-}Yan Liu}, title = {Incorporating {NODE} with Pre-trained Neural Differential Operator for Learning Dynamics}, journal = {CoRR}, volume = {abs/2106.04166}, year = {2021}, url = {https://arxiv.org/abs/2106.04166}, eprinttype = {arXiv}, eprint = {2106.04166}, timestamp = {Fri, 11 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-04166.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-05234, author = {Chengxuan Ying and Tianle Cai and Shengjie Luo and Shuxin Zheng and Guolin Ke and Di He and Yanming Shen and Tie{-}Yan Liu}, title = {Do Transformers Really Perform Bad for Graph Representation?}, journal = {CoRR}, volume = {abs/2106.05234}, year = {2021}, url = {https://arxiv.org/abs/2106.05234}, eprinttype = {arXiv}, eprint = {2106.05234}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-05234.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-05630, author = {Mingliang Zeng and Xu Tan and Rui Wang and Zeqian Ju and Tao Qin and Tie{-}Yan Liu}, title = {MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training}, journal = {CoRR}, volume = {abs/2106.05630}, year = {2021}, url = {https://arxiv.org/abs/2106.05630}, eprinttype = {arXiv}, eprint = {2106.05630}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-05630.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-06406, author = {Sang{-}gil Lee and Heeseung Kim and Chaehun Shin and Xu Tan and Chang Liu and Qi Meng and Tao Qin and Wei Chen and Sungroh Yoon and Tie{-}Yan Liu}, title = {PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Driven Adaptive Prior}, journal = {CoRR}, volume = {abs/2106.06406}, year = {2021}, url = {https://arxiv.org/abs/2106.06406}, eprinttype = {arXiv}, eprint = {2106.06406}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-06406.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-09352, author = {Da Yu and Huishuai Zhang and Wei Chen and Jian Yin and Tie{-}Yan Liu}, title = {Large Scale Private Learning via Low-rank Reparametrization}, journal = {CoRR}, volume = {abs/2106.09352}, year = {2021}, url = {https://arxiv.org/abs/2106.09352}, eprinttype = {arXiv}, eprint = {2106.09352}, timestamp = {Mon, 28 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-09352.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-10234, author = {Jinhua Zhu and Yingce Xia and Tao Qin and Wengang Zhou and Houqiang Li and Tie{-}Yan Liu}, title = {Dual-view Molecule Pre-training}, journal = {CoRR}, volume = {abs/2106.10234}, year = {2021}, url = {https://arxiv.org/abs/2106.10234}, eprinttype = {arXiv}, eprint = {2106.10234}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-10234.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-12566, author = {Shengjie Luo and Shanda Li and Tianle Cai and Di He and Dinglan Peng and Shuxin Zheng and Guolin Ke and Liwei Wang and Tie{-}Yan Liu}, title = {Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding}, journal = {CoRR}, volume = {abs/2106.12566}, year = {2021}, url = {https://arxiv.org/abs/2106.12566}, eprinttype = {arXiv}, eprint = {2106.12566}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-12566.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-14448, author = {Xiaobo Liang and Lijun Wu and Juntao Li and Yue Wang and Qi Meng and Tao Qin and Wei Chen and Min Zhang and Tie{-}Yan Liu}, title = {R-Drop: Regularized Dropout for Neural Networks}, journal = {CoRR}, volume = {abs/2106.14448}, year = {2021}, url = {https://arxiv.org/abs/2106.14448}, eprinttype = {arXiv}, eprint = {2106.14448}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-14448.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-15128, author = {Yichi Zhou and Shihong Song and Huishuai Zhang and Jun Zhu and Wei Chen and Tie{-}Yan Liu}, title = {Regularized {OFU:} an Efficient {UCB} Estimator forNon-linear Contextual Bandit}, journal = {CoRR}, volume = {abs/2106.15128}, year = {2021}, url = {https://arxiv.org/abs/2106.15128}, eprinttype = {arXiv}, eprint = {2106.15128}, timestamp = {Mon, 28 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-15128.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-15561, author = {Xu Tan and Tao Qin and Frank K. Soong and Tie{-}Yan Liu}, title = {A Survey on Neural Speech Synthesis}, journal = {CoRR}, volume = {abs/2106.15561}, year = {2021}, url = {https://arxiv.org/abs/2106.15561}, eprinttype = {arXiv}, eprint = {2106.15561}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-15561.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-15962, author = {Chang Liu and Haoyue Tang and Tao Qin and Jintao Wang and Tie{-}Yan Liu}, title = {On the Generative Utility of Cyclic Conditionals}, journal = {CoRR}, volume = {abs/2106.15962}, year = {2021}, url = {https://arxiv.org/abs/2106.15962}, eprinttype = {arXiv}, eprint = {2106.15962}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-15962.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-01360, author = {Yue Jin and Yue Zhang and Tao Qin and Xudong Zhang and Jian Yuan and Houqiang Li and Tie{-}Yan Liu}, title = {Supervised Off-Policy Ranking}, journal = {CoRR}, volume = {abs/2107.01360}, year = {2021}, url = {https://arxiv.org/abs/2107.01360}, eprinttype = {arXiv}, eprint = {2107.01360}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-01360.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-01875, author = {Lanqing Xue and Kaitao Song and Duocai Wu and Xu Tan and Nevin L. Zhang and Tao Qin and Wei{-}Qiang Zhang and Tie{-}Yan Liu}, title = {DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling}, journal = {CoRR}, volume = {abs/2107.01875}, year = {2021}, url = {https://arxiv.org/abs/2107.01875}, eprinttype = {arXiv}, eprint = {2107.01875}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-01875.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-01876, author = {Xiangyu Zheng and Xinwei Sun and Wei Chen and Tie{-}Yan Liu}, title = {Causally Invariant Predictor with Shift-Robustness}, journal = {CoRR}, volume = {abs/2107.01876}, year = {2021}, url = {https://arxiv.org/abs/2107.01876}, eprinttype = {arXiv}, eprint = {2107.01876}, timestamp = {Wed, 07 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-01876.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-02530, author = {Yuzi Yan and Xu Tan and Bohan Li and Guangyan Zhang and Tao Qin and Sheng Zhao and Yuan Shen and Wei{-}Qiang Zhang and Tie{-}Yan Liu}, title = {AdaSpeech 3: Adaptive Text to Speech for Spontaneous Style}, journal = {CoRR}, volume = {abs/2107.02530}, year = {2021}, url = {https://arxiv.org/abs/2107.02530}, eprinttype = {arXiv}, eprint = {2107.02530}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-02530.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-04239, author = {Rui Wang and Xu Tan and Renqian Luo and Tao Qin and Tie{-}Yan Liu}, title = {A Survey on Low-Resource Neural Machine Translation}, journal = {CoRR}, volume = {abs/2107.04239}, year = {2021}, url = {https://arxiv.org/abs/2107.04239}, eprinttype = {arXiv}, eprint = {2107.04239}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-04239.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-12821, author = {Jin Xu and Xu Tan and Kaitao Song and Renqian Luo and Yichong Leng and Tao Qin and Tie{-}Yan Liu and Jian Li}, title = {Analyzing and Mitigating Interference in Neural Architecture Search}, journal = {CoRR}, volume = {abs/2108.12821}, year = {2021}, url = {https://arxiv.org/abs/2108.12821}, eprinttype = {arXiv}, eprint = {2108.12821}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-12821.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-06489, author = {Wentao Xu and Weiqing Liu and Jiang Bian and Jian Yin and Tie{-}Yan Liu}, title = {Instance-wise Graph-based Framework for Multivariate Time Series Forecasting}, journal = {CoRR}, volume = {abs/2109.06489}, year = {2021}, url = {https://arxiv.org/abs/2109.06489}, eprinttype = {arXiv}, eprint = {2109.06489}, timestamp = {Tue, 21 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-06489.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-09617, author = {Zeqian Ju and Peiling Lu and Xu Tan and Rui Wang and Chen Zhang and Songruoyao Wu and Kejun Zhang and Xiangyang Li and Tao Qin and Tie{-}Yan Liu}, title = {TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method}, journal = {CoRR}, volume = {abs/2109.09617}, year = {2021}, url = {https://arxiv.org/abs/2109.09617}, eprinttype = {arXiv}, eprint = {2109.09617}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-09617.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-13187, author = {Yutai Hou and Yingce Xia and Lijun Wu and Shufang Xie and Yang Fan and Jinhua Zhu and Wanxiang Che and Tao Qin and Tie{-}Yan Liu}, title = {Discovering Drug-Target Interaction Knowledge from Biomedical Literature}, journal = {CoRR}, volume = {abs/2109.13187}, year = {2021}, url = {https://arxiv.org/abs/2109.13187}, eprinttype = {arXiv}, eprint = {2109.13187}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-13187.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-14420, author = {Yichong Leng and Xu Tan and Rui Wang and Linchen Zhu and Jin Xu and Linquan Liu and Tao Qin and Xiang{-}Yang Li and Edward Lin and Tie{-}Yan Liu}, title = {FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition}, journal = {CoRR}, volume = {abs/2109.14420}, year = {2021}, url = {https://arxiv.org/abs/2109.14420}, eprinttype = {arXiv}, eprint = {2109.14420}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-14420.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-07347, author = {Siyuan Liu and Yusong Wang and Tong Wang and Yifan Deng and Liang He and Bin Shao and Jian Yin and Nanning Zheng and Tie{-}Yan Liu}, title = {Improved Drug-target Interaction Prediction with Intermolecular Graph Transformer}, journal = {CoRR}, volume = {abs/2110.07347}, year = {2021}, url = {https://arxiv.org/abs/2110.07347}, eprinttype = {arXiv}, eprint = {2110.07347}, timestamp = {Wed, 14 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-07347.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-13578, author = {Pushi Zhang and Xiaoyu Chen and Li Zhao and Wei Xiong and Tao Qin and Tie{-}Yan Liu}, title = {Distributional Reinforcement Learning for Multi-Dimensional Reward Functions}, journal = {CoRR}, volume = {abs/2110.13578}, year = {2021}, url = {https://arxiv.org/abs/2110.13578}, eprinttype = {arXiv}, eprint = {2110.13578}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-13578.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-13716, author = {Wentao Xu and Weiqing Liu and Lewen Wang and Yingce Xia and Jiang Bian and Jian Yin and Tie{-}Yan Liu}, title = {{HIST:} {A} Graph-based Framework for Stock Trend Forecasting via Mining Concept-Oriented Shared Information}, journal = {CoRR}, volume = {abs/2110.13716}, year = {2021}, url = {https://arxiv.org/abs/2110.13716}, eprinttype = {arXiv}, eprint = {2110.13716}, timestamp = {Fri, 29 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-13716.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-13750, author = {Bohan Wang and Huishuai Zhang and Jieyu Zhang and Qi Meng and Wei Chen and Tie{-}Yan Liu}, title = {Optimizing Information-theoretical Generalization Bounds via Anisotropic Noise in {SGLD}}, journal = {CoRR}, volume = {abs/2110.13750}, year = {2021}, url = {https://arxiv.org/abs/2110.13750}, eprinttype = {arXiv}, eprint = {2110.13750}, timestamp = {Fri, 29 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-13750.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-14118, author = {Jongjin Park and Younggyo Seo and Chang Liu and Li Zhao and Tao Qin and Jinwoo Shin and Tie{-}Yan Liu}, title = {Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning}, journal = {CoRR}, volume = {abs/2110.14118}, year = {2021}, url = {https://arxiv.org/abs/2110.14118}, eprinttype = {arXiv}, eprint = {2110.14118}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-14118.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-14811, author = {Weitao Du and He Zhang and Yuanqi Du and Qi Meng and Wei Chen and Bin Shao and Tie{-}Yan Liu}, title = {Equivariant vector field network for many-body system modeling}, journal = {CoRR}, volume = {abs/2110.14811}, year = {2021}, url = {https://arxiv.org/abs/2110.14811}, eprinttype = {arXiv}, eprint = {2110.14811}, timestamp = {Mon, 28 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-14811.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-15527, author = {Liang He and Shizhuo Zhang and Lijun Wu and Huanhuan Xia and Fusong Ju and He Zhang and Siyuan Liu and Yingce Xia and Jianwei Zhu and Pan Deng and Bin Shao and Tao Qin and Tie{-}Yan Liu}, title = {Pre-training Co-evolutionary Protein Representation via {A} Pairwise Masked Language Model}, journal = {CoRR}, volume = {abs/2110.15527}, year = {2021}, url = {https://arxiv.org/abs/2110.15527}, eprinttype = {arXiv}, eprint = {2110.15527}, timestamp = {Wed, 14 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-15527.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-00898, author = {Da Yu and Huishuai Zhang and Wei Chen and Jian Yin and Tie{-}Yan Liu}, title = {Indiscriminate Poisoning Attacks Are Shortcuts}, journal = {CoRR}, volume = {abs/2111.00898}, year = {2021}, url = {https://arxiv.org/abs/2111.00898}, eprinttype = {arXiv}, eprint = {2111.00898}, timestamp = {Fri, 05 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-00898.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-02056, author = {Minghuan Liu and Hanye Zhao and Zhengyu Yang and Jian Shen and Weinan Zhang and Li Zhao and Tie{-}Yan Liu}, title = {Curriculum Offline Imitation Learning}, journal = {CoRR}, volume = {abs/2111.02056}, year = {2021}, url = {https://arxiv.org/abs/2111.02056}, eprinttype = {arXiv}, eprint = {2111.02056}, timestamp = {Tue, 21 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-02056.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-04871, author = {Wentao Xu and Zhiping Luo and Weiqing Liu and Jiang Bian and Jian Yin and Tie{-}Yan Liu}, title = {{KGE-CL:} Contrastive Learning of Knowledge Graph Embeddings}, journal = {CoRR}, volume = {abs/2112.04871}, year = {2021}, url = {https://arxiv.org/abs/2112.04871}, eprinttype = {arXiv}, eprint = {2112.04871}, timestamp = {Tue, 14 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-04871.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-06244, author = {Wentao Xu and Yingce Xia and Weiqing Liu and Jiang Bian and Jian Yin and Tie{-}Yan Liu}, title = {{SHGNN:} Structure-Aware Heterogeneous Graph Neural Network}, journal = {CoRR}, volume = {abs/2112.06244}, year = {2021}, url = {https://arxiv.org/abs/2112.06244}, eprinttype = {arXiv}, eprint = {2112.06244}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-06244.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/WangLCML20, author = {Yue Wang and Yuting Liu and Wei Chen and Zhi{-}Ming Ma and Tie{-}Yan Liu}, title = {Target transfer Q-learning and its convergence analysis}, journal = {Neurocomputing}, volume = {392}, pages = {11--22}, year = {2020}, url = {https://doi.org/10.1016/j.neucom.2020.02.117}, doi = {10.1016/J.NEUCOM.2020.02.117}, timestamp = {Fri, 06 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/WangLCML20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/FanTXQLL20, author = {Yang Fan and Fei Tian and Yingce Xia and Tao Qin and Xiang{-}Yang Li and Tie{-}Yan Liu}, title = {Searching Better Architectures for Neural Machine Translation}, journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.}, volume = {28}, pages = {1574--1585}, year = {2020}, url = {https://doi.org/10.1109/TASLP.2020.2995270}, doi = {10.1109/TASLP.2020.2995270}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/taslp/FanTXQLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/HuJLZ20, author = {Wenzheng Hu and Junqi Jin and Tie{-}Yan Liu and Changshui Zhang}, title = {Automatically Design Convolutional Neural Networks by Optimization With Submodularity and Supermodularity}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {31}, number = {9}, pages = {3215--3229}, year = {2020}, url = {https://doi.org/10.1109/TNNLS.2019.2939157}, doi = {10.1109/TNNLS.2019.2939157}, timestamp = {Sun, 11 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/HuJLZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/CenZCCL20, author = {Shicong Cen and Huishuai Zhang and Yuejie Chi and Wei Chen and Tie{-}Yan Liu}, title = {Convergence of Distributed Stochastic Variance Reduced Methods Without Sampling Extra Data}, journal = {{IEEE} Trans. Signal Process.}, volume = {68}, pages = {3976--3989}, year = {2020}, url = {https://doi.org/10.1109/TSP.2020.3005291}, doi = {10.1109/TSP.2020.3005291}, timestamp = {Fri, 06 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/CenZCCL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangWXQZL20, author = {Yiren Wang and Lijun Wu and Yingce Xia and Tao Qin and ChengXiang Zhai and Tie{-}Yan Liu}, title = {Transductive Ensemble Learning for Neural Machine Translation}, 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 = {6291--6298}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.6097}, doi = {10.1609/AAAI.V34I04.6097}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/WangWXQZL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/XuKZ0L20, author = {Zhenhui Xu and Guolin Ke and Jia Zhang and Jiang Bian and Tie{-}Yan Liu}, title = {Light Multi-Segment Activation for Model Compression}, 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 = {6542--6549}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.6128}, doi = {10.1609/AAAI.V34I04.6128}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/XuKZ0L20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GuoTXQCL20, author = {Junliang Guo and Xu Tan and Linli Xu and Tao Qin and Enhong Chen and Tie{-}Yan Liu}, title = {Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation}, 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 = {7839--7846}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i05.6289}, doi = {10.1609/AAAI.V34I05.6289}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/GuoTXQCL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/RenLTZZL20, author = {Yi Ren and Jinglin Liu and Xu Tan and Zhou Zhao and Sheng Zhao and Tie{-}Yan Liu}, editor = {Dan Jurafsky and Joyce Chai and Natalie Schluter and Joel R. Tetreault}, title = {A Study of Non-autoregressive Model for Sequence Generation}, booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, {ACL} 2020, Online, July 5-10, 2020}, pages = {149--159}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.acl-main.15}, doi = {10.18653/V1/2020.ACL-MAIN.15}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/RenLTZZL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/RenLTZQZL20, author = {Yi Ren and Jinglin Liu and Xu Tan and Chen Zhang and Tao Qin and Zhou Zhao and Tie{-}Yan Liu}, editor = {Dan Jurafsky and Joyce Chai and Natalie Schluter and Joel R. Tetreault}, title = {SimulSpeech: End-to-End Simultaneous Speech to Text Translation}, booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, {ACL} 2020, Online, July 5-10, 2020}, pages = {3787--3796}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.acl-main.350}, doi = {10.18653/V1/2020.ACL-MAIN.350}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acl/RenLTZQZL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/XuZHSYL20, author = {Wentao Xu and Shun Zheng and Liang He and Bin Shao and Jian Yin and Tie{-}Yan Liu}, editor = {Dan Jurafsky and Joyce Chai and Natalie Schluter and Joel R. Tetreault}, title = {{SEEK:} Segmented Embedding of Knowledge Graphs}, booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, {ACL} 2020, Online, July 5-10, 2020}, pages = {3888--3897}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.acl-main.358}, doi = {10.18653/V1/2020.ACL-MAIN.358}, timestamp = {Wed, 14 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/XuZHSYL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acml/ZhaoXQXL20, author = {Zhibing Zhao and Yingce Xia and Tao Qin and Lirong Xia and Tie{-}Yan Liu}, editor = {Sinno Jialin Pan and Masashi Sugiyama}, title = {Dual Learning: Theoretical Study and an Algorithmic Extension}, booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML} 2020, 18-20 November 2020, Bangkok, Thailand}, series = {Proceedings of Machine Learning Research}, volume = {129}, pages = {321--336}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v129/zhao20a.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acml/ZhaoXQXL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/XiaoZLWHKBLL20, author = {Mingqing Xiao and Shuxin Zheng and Chang Liu and Yaolong Wang and Di He and Guolin Ke and Jiang Bian and Zhouchen Lin and Tie{-}Yan Liu}, editor = {Andrea Vedaldi and Horst Bischof and Thomas Brox and Jan{-}Michael Frahm}, title = {Invertible Image Rescaling}, booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {12346}, pages = {126--144}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58452-8\_8}, doi = {10.1007/978-3-030-58452-8\_8}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eccv/XiaoZLWHKBLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/0002CG0CCL20, author = {Zhining Liu and Wei Cao and Zhifeng Gao and Jiang Bian and Hechang Chen and Yi Chang and Tie{-}Yan Liu}, title = {Self-paced Ensemble for Highly Imbalanced Massive Data Classification}, booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020, Dallas, TX, USA, April 20-24, 2020}, pages = {841--852}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICDE48307.2020.00078}, doi = {10.1109/ICDE48307.2020.00078}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icde/0002CG0CCL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhuXWHQZLL20, author = {Jinhua Zhu and Yingce Xia and Lijun Wu and Di He and Tao Qin and Wengang Zhou and Houqiang Li and Tie{-}Yan Liu}, title = {Incorporating {BERT} into Neural Machine Translation}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=Hyl7ygStwB}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZhuXWHQZLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Wu0XFLQL20, author = {Lijun Wu and Shufang Xie and Yingce Xia and Yang Fan and Jian{-}Huang Lai and Tao Qin and Tie{-}Yan Liu}, title = {Sequence Generation with Mixed Representations}, 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 = {10388--10398}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/wu20e.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/Wu0XFLQL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/XiongYHZZXZLWL20, author = {Ruibin Xiong and Yunchang Yang and Di He and Kai Zheng and Shuxin Zheng and Chen Xing and Huishuai Zhang and Yanyan Lan and Liwei Wang and Tie{-}Yan Liu}, title = {On Layer Normalization in the Transformer Architecture}, 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 = {10524--10533}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/xiong20b.html}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/XiongYHZZXZLWL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/YuZ00L20, author = {Da Yu and Huishuai Zhang and Wei Chen and Jian Yin and Tie{-}Yan Liu}, editor = {Christian Bessiere}, title = {Gradient Perturbation is Underrated for Differentially Private Convex Optimization}, booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI} 2020}, pages = {3117--3123}, publisher = {ijcai.org}, year = {2020}, url = {https://doi.org/10.24963/ijcai.2020/431}, doi = {10.24963/IJCAI.2020/431}, timestamp = {Mon, 20 Jul 2020 12:38:52 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/YuZ00L20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/LiuRTZQZL20, author = {Jinglin Liu and Yi Ren and Xu Tan and Chen Zhang and Tao Qin and Zhou Zhao and Tie{-}Yan Liu}, editor = {Christian Bessiere}, title = {Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation}, booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI} 2020}, pages = {3861--3867}, publisher = {ijcai.org}, year = {2020}, url = {https://doi.org/10.24963/ijcai.2020/534}, doi = {10.24963/IJCAI.2020/534}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/LiuRTZQZL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/RenTQLZL20, author = {Yi Ren and Xu Tan and Tao Qin and Jian Luan and Zhou Zhao and Tie{-}Yan Liu}, editor = {Rajesh Gupta and Yan Liu and Jiliang Tang and B. Aditya Prakash}, title = {DeepSinger: Singing Voice Synthesis with Data Mined From the Web}, booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020}, pages = {1979--1989}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3394486.3403249}, doi = {10.1145/3394486.3403249}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/RenTQLZL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/XuTRQLZL20, author = {Jin Xu and Xu Tan and Yi Ren and Tao Qin and Jian Li and Sheng Zhao and Tie{-}Yan Liu}, editor = {Rajesh Gupta and Yan Liu and Jiliang Tang and B. Aditya Prakash}, title = {LRSpeech: Extremely Low-Resource Speech Synthesis and Recognition}, booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020}, pages = {2802--2812}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3394486.3403331}, doi = {10.1145/3394486.3403331}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/XuTRQLZL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/RenH0QZL20, author = {Yi Ren and Jinzheng He and Xu Tan and Tao Qin and Zhou Zhao and Tie{-}Yan Liu}, editor = {Chang Wen Chen and Rita Cucchiara and Xian{-}Sheng Hua and Guo{-}Jun Qi and Elisa Ricci and Zhengyou Zhang and Roger Zimmermann}, title = {PopMAG: Pop Music Accompaniment Generation}, booktitle = {{MM} '20: The 28th {ACM} International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020}, pages = {1198--1206}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3394171.3413721}, doi = {10.1145/3394171.3413721}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mm/RenH0QZL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/Chen0XQWL20, author = {Weicong Chen and Xu Tan and Yingce Xia and Tao Qin and Yu Wang and Tie{-}Yan Liu}, editor = {Chang Wen Chen and Rita Cucchiara and Xian{-}Sheng Hua and Guo{-}Jun Qi and Elisa Ricci and Zhengyou Zhang and Roger Zimmermann}, title = {DualLip: {A} System for Joint Lip Reading and Generation}, booktitle = {{MM} '20: The 28th {ACM} International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020}, pages = {1985--1993}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3394171.3413623}, doi = {10.1145/3394171.3413623}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mm/Chen0XQWL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LinYZQYL20, author = {Zichuan Lin and Derek Yang and Li Zhao and Tao Qin and Guangwen Yang and Tie{-}Yan Liu}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {RD{\textdollar}{\^{}}2{\textdollar}: Reward Decomposition with Representation Decomposition}, 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/82039d16dce0aab3913b6a7ac73deff7-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LinYZQYL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Luo0WQCL20, author = {Renqian Luo and Xu Tan and Rui Wang and Tao Qin and Enhong Chen and Tie{-}Yan Liu}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Semi-Supervised Neural Architecture Search}, 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/77305c2f862ad1d353f55bf38e5a5183-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Luo0WQCL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Song0QLL20, author = {Kaitao Song and Xu Tan and Tao Qin and Jianfeng Lu and Tie{-}Yan Liu}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {MPNet: Masked and Permuted Pre-training for Language Understanding}, 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/c3a690be93aa602ee2dc0ccab5b7b67e-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Song0QLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/www/2020, editor = {Yennun Huang and Irwin King and Tie{-}Yan Liu and Maarten van Steen}, title = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020}, publisher = {{ACM} / {IW3C2}}, year = {2020}, url = {https://doi.org/10.1145/3366423}, doi = {10.1145/3366423}, isbn = {978-1-4503-7023-3}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/2020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/www/2020c, editor = {Amal El Fallah Seghrouchni and Gita Sukthankar and Tie{-}Yan Liu and Maarten van Steen}, title = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020}, publisher = {{ACM} / {IW3C2}}, year = {2020}, url = {https://doi.org/10.1145/3366424}, doi = {10.1145/3366424}, isbn = {978-1-4503-7024-0}, timestamp = {Thu, 13 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/2020c.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-04745, author = {Ruibin Xiong and Yunchang Yang and Di He and Kai Zheng and Shuxin Zheng and Chen Xing and Huishuai Zhang and Yanyan Lan and Liwei Wang and Tie{-}Yan Liu}, title = {On Layer Normalization in the Transformer Architecture}, journal = {CoRR}, volume = {abs/2002.04745}, year = {2020}, url = {https://arxiv.org/abs/2002.04745}, eprinttype = {arXiv}, eprint = {2002.04745}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-04745.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-06823, author = {Jinhua Zhu and Yingce Xia and Lijun Wu and Di He and Tao Qin and Wengang Zhou and Houqiang Li and Tie{-}Yan Liu}, title = {Incorporating {BERT} into Neural Machine Translation}, journal = {CoRR}, volume = {abs/2002.06823}, year = {2020}, url = {https://arxiv.org/abs/2002.06823}, eprinttype = {arXiv}, eprint = {2002.06823}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-06823.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-10389, author = {Renqian Luo and Xu Tan and Rui Wang and Tao Qin and Enhong Chen and Tie{-}Yan Liu}, title = {Semi-Supervised Neural Architecture Search}, journal = {CoRR}, volume = {abs/2002.10389}, year = {2020}, url = {https://arxiv.org/abs/2002.10389}, eprinttype = {arXiv}, eprint = {2002.10389}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-10389.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-13590, author = {Junjie Li and Sotetsu Koyamada and Qiwei Ye and Guoqing Liu and Chao Wang and Ruihan Yang and Li Zhao and Tao Qin and Tie{-}Yan Liu and Hsiao{-}Wuen Hon}, title = {Suphx: Mastering Mahjong with Deep Reinforcement Learning}, journal = {CoRR}, volume = {abs/2003.13590}, year = {2020}, url = {https://arxiv.org/abs/2003.13590}, eprinttype = {arXiv}, eprint = {2003.13590}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-13590.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-01704, author = {Yuxuan Song and Qiwei Ye and Minkai Xu and Tie{-}Yan Liu}, title = {Discriminator Contrastive Divergence: Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator}, journal = {CoRR}, volume = {abs/2004.01704}, year = {2020}, url = {https://arxiv.org/abs/2004.01704}, eprinttype = {arXiv}, eprint = {2004.01704}, timestamp = {Wed, 08 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-01704.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-09297, author = {Kaitao Song and Xu Tan and Tao Qin and Jianfeng Lu and Tie{-}Yan Liu}, title = {MPNet: Masked and Permuted Pre-training for Language Understanding}, journal = {CoRR}, volume = {abs/2004.09297}, year = {2020}, url = {https://arxiv.org/abs/2004.09297}, eprinttype = {arXiv}, eprint = {2004.09297}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-09297.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-10454, author = {Yi Ren and Jinglin Liu and Xu Tan and Sheng Zhao and Zhou Zhao and Tie{-}Yan Liu}, title = {A Study of Non-autoregressive Model for Sequence Generation}, journal = {CoRR}, volume = {abs/2004.10454}, year = {2020}, url = {https://arxiv.org/abs/2004.10454}, eprinttype = {arXiv}, eprint = {2004.10454}, timestamp = {Wed, 11 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-10454.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-12817, author = {Kaitao Song and Hao Sun and Xu Tan and Tao Qin and Jianfeng Lu and Hongzhi Liu and Tie{-}Yan Liu}, title = {LightPAFF: {A} Two-Stage Distillation Framework for Pre-training and Fine-tuning}, journal = {CoRR}, volume = {abs/2004.12817}, year = {2020}, url = {https://arxiv.org/abs/2004.12817}, eprinttype = {arXiv}, eprint = {2004.12817}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-12817.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-00856, author = {Wentao Xu and Shun Zheng and Liang He and Bin Shao and Jian Yin and Tie{-}Yan Liu}, title = {{SEEK:} Segmented Embedding of Knowledge Graphs}, journal = {CoRR}, volume = {abs/2005.00856}, year = {2020}, url = {https://arxiv.org/abs/2005.00856}, eprinttype = {arXiv}, eprint = {2005.00856}, timestamp = {Wed, 14 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-00856.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-05650, author = {Mingqing Xiao and Shuxin Zheng and Chang Liu and Yaolong Wang and Di He and Guolin Ke and Jiang Bian and Zhouchen Lin and Tie{-}Yan Liu}, title = {Invertible Image Rescaling}, journal = {CoRR}, volume = {abs/2005.05650}, year = {2020}, url = {https://arxiv.org/abs/2005.05650}, eprinttype = {arXiv}, eprint = {2005.05650}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-05650.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-08238, author = {Zhibing Zhao and Yingce Xia and Tao Qin and Lirong Xia and Tie{-}Yan Liu}, title = {Dual Learning: Theoretical Study and an Algorithmic Extension}, journal = {CoRR}, volume = {abs/2005.08238}, year = {2020}, url = {https://arxiv.org/abs/2005.08238}, eprinttype = {arXiv}, eprint = {2005.08238}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-08238.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-04558, author = {Yi Ren and Chenxu Hu and Xu Tan and Tao Qin and Sheng Zhao and Zhou Zhao and Tie{-}Yan Liu}, title = {FastSpeech 2: Fast and High-Quality End-to-End Text to Speech}, journal = {CoRR}, volume = {abs/2006.04558}, year = {2020}, url = {https://arxiv.org/abs/2006.04558}, eprinttype = {arXiv}, eprint = {2006.04558}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-04558.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-05744, author = {Zhenhui Xu and Linyuan Gong and Guolin Ke and Di He and Shuxin Zheng and Liwei Wang and Jiang Bian and Tie{-}Yan Liu}, title = {{MC-BERT:} Efficient Language Pre-Training via a Meta Controller}, journal = {CoRR}, volume = {abs/2006.05744}, year = {2020}, url = {https://arxiv.org/abs/2006.05744}, eprinttype = {arXiv}, eprint = {2006.05744}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-05744.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-07926, author = {Chen Zhang and Xu Tan and Yi Ren and Tao Qin and Kejun Zhang and Tie{-}Yan Liu}, title = {UWSpeech: Speech to Speech Translation for Unwritten Languages}, journal = {CoRR}, volume = {abs/2006.07926}, year = {2020}, url = {https://arxiv.org/abs/2006.07926}, eprinttype = {arXiv}, eprint = {2006.07926}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-07926.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-10270, author = {Yang Fan and Shufang Xie and Yingce Xia and Lijun Wu and Tao Qin and Xiang{-}Yang Li and Tie{-}Yan Liu}, title = {Multi-branch Attentive Transformer}, journal = {CoRR}, volume = {abs/2006.10270}, year = {2020}, url = {https://arxiv.org/abs/2006.10270}, eprinttype = {arXiv}, eprint = {2006.10270}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-10270.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-11999, author = {Yaolong Wang and Mingqing Xiao and Chang Liu and Shuxin Zheng and Tie{-}Yan Liu}, title = {Modeling Lost Information in Lossy Image Compression}, journal = {CoRR}, volume = {abs/2006.11999}, year = {2020}, url = {https://arxiv.org/abs/2006.11999}, eprinttype = {arXiv}, eprint = {2006.11999}, timestamp = {Mon, 02 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-11999.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-13719, author = {Qi Meng and Shiqi Gong and Wei Chen and Zhi{-}Ming Ma and Tie{-}Yan Liu}, title = {Dynamic of Stochastic Gradient Descent with State-Dependent Noise}, journal = {CoRR}, volume = {abs/2006.13719}, year = {2020}, url = {https://arxiv.org/abs/2006.13719}, eprinttype = {arXiv}, eprint = {2006.13719}, timestamp = {Fri, 06 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-13719.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-15595, author = {Guolin Ke and Di He and Tie{-}Yan Liu}, title = {Rethinking Positional Encoding in Language Pre-training}, journal = {CoRR}, volume = {abs/2006.15595}, year = {2020}, url = {https://arxiv.org/abs/2006.15595}, eprinttype = {arXiv}, eprint = {2006.15595}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-15595.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-04590, author = {Yi Ren and Xu Tan and Tao Qin and Jian Luan and Zhou Zhao and Tie{-}Yan Liu}, title = {DeepSinger: Singing Voice Synthesis with Data Mined From the Web}, journal = {CoRR}, volume = {abs/2007.04590}, year = {2020}, url = {https://arxiv.org/abs/2007.04590}, eprinttype = {arXiv}, eprint = {2007.04590}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-04590.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-04649, author = {Yang Fan and Yingce Xia and Lijun Wu and Shufang Xie and Weiqing Liu and Jiang Bian and Tao Qin and Xiang{-}Yang Li and Tie{-}Yan Liu}, title = {Learning to Teach with Deep Interactions}, journal = {CoRR}, volume = {abs/2007.04649}, year = {2020}, url = {https://arxiv.org/abs/2007.04649}, eprinttype = {arXiv}, eprint = {2007.04649}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-04649.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-04785, author = {Renqian Luo and Xu Tan and Rui Wang and Tao Qin and Enhong Chen and Tie{-}Yan Liu}, title = {Neural Architecture Search with {GBDT}}, journal = {CoRR}, volume = {abs/2007.04785}, year = {2020}, url = {https://arxiv.org/abs/2007.04785}, eprinttype = {arXiv}, eprint = {2007.04785}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-04785.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-05290, author = {Xueqing Wu and Yingce Xia and Lijun Wu and Shufang Xie and Weiqing Liu and Jiang Bian and Tao Qin and Tie{-}Yan Liu}, title = {Learn to Use Future Information in Simultaneous Translation}, journal = {CoRR}, volume = {abs/2007.05290}, year = {2020}, url = {https://arxiv.org/abs/2007.05290}, eprinttype = {arXiv}, eprint = {2007.05290}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-05290.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-08772, author = {Jinglin Liu and Yi Ren and Xu Tan and Chen Zhang and Tao Qin and Zhou Zhao and Tie{-}Yan Liu}, title = {Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation}, journal = {CoRR}, volume = {abs/2007.08772}, year = {2020}, url = {https://arxiv.org/abs/2007.08772}, eprinttype = {arXiv}, eprint = {2007.08772}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-08772.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-10567, author = {Da Yu and Huishuai Zhang and Wei Chen and Jian Yin and Tie{-}Yan Liu}, title = {Membership Inference with Privately Augmented Data Endorses the Benign while Suppresses the Adversary}, journal = {CoRR}, volume = {abs/2007.10567}, year = {2020}, url = {https://arxiv.org/abs/2007.10567}, eprinttype = {arXiv}, eprint = {2007.10567}, timestamp = {Fri, 06 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-10567.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-10791, author = {Chaohui Yu and Jindong Wang and Chang Liu and Tao Qin and Renjun Xu and Wenjie Feng and Yiqiang Chen and Tie{-}Yan Liu}, title = {Learning to Match Distributions for Domain Adaptation}, journal = {CoRR}, volume = {abs/2007.10791}, year = {2020}, url = {https://arxiv.org/abs/2007.10791}, eprinttype = {arXiv}, eprint = {2007.10791}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-10791.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-01466, author = {Qiyu Wu and Chen Xing and Yatao Li and Guolin Ke and Di He and Tie{-}Yan Liu}, title = {Taking Notes on the Fly Helps {BERT} Pre-training}, journal = {CoRR}, volume = {abs/2008.01466}, year = {2020}, url = {https://arxiv.org/abs/2008.01466}, eprinttype = {arXiv}, eprint = {2008.01466}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-01466.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-03687, author = {Jin Xu and Xu Tan and Yi Ren and Tao Qin and Jian Li and Sheng Zhao and Tie{-}Yan Liu}, title = {LRSpeech: Extremely Low-Resource Speech Synthesis and Recognition}, journal = {CoRR}, volume = {abs/2008.03687}, year = {2020}, url = {https://arxiv.org/abs/2008.03687}, eprinttype = {arXiv}, eprint = {2008.03687}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-03687.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-07703, author = {Yi Ren and Jinzheng He and Xu Tan and Tao Qin and Zhou Zhao and Tie{-}Yan Liu}, title = {PopMAG: Pop Music Accompaniment Generation}, journal = {CoRR}, volume = {abs/2008.07703}, year = {2020}, url = {https://arxiv.org/abs/2008.07703}, eprinttype = {arXiv}, eprint = {2008.07703}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-07703.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-01776, author = {Jiawei Chen and Xu Tan and Jian Luan and Tao Qin and Tie{-}Yan Liu}, title = {HiFiSinger: Towards High-Fidelity Neural Singing Voice Synthesis}, journal = {CoRR}, volume = {abs/2009.01776}, year = {2020}, url = {https://arxiv.org/abs/2009.01776}, eprinttype = {arXiv}, eprint = {2009.01776}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-01776.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-03294, author = {Tianle Cai and Shengjie Luo and Keyulu Xu and Di He and Tie{-}Yan Liu and Liwei Wang}, title = {GraphNorm: {A} Principled Approach to Accelerating Graph Neural Network Training}, journal = {CoRR}, volume = {abs/2009.03294}, year = {2020}, url = {https://arxiv.org/abs/2009.03294}, eprinttype = {arXiv}, eprint = {2009.03294}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-03294.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-05784, author = {Weicong Chen and Xu Tan and Yingce Xia and Tao Qin and Yu Wang and Tie{-}Yan Liu}, title = {DualLip: {A} System for Joint Lip Reading and Generation}, journal = {CoRR}, volume = {abs/2009.05784}, year = {2020}, url = {https://arxiv.org/abs/2009.05784}, eprinttype = {arXiv}, eprint = {2009.05784}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-05784.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-11189, author = {Xiao Yang and Weiqing Liu and Dong Zhou and Jiang Bian and Tie{-}Yan Liu}, title = {Qlib: An AI-oriented Quantitative Investment Platform}, journal = {CoRR}, volume = {abs/2009.11189}, year = {2020}, url = {https://arxiv.org/abs/2009.11189}, eprinttype = {arXiv}, eprint = {2009.11189}, timestamp = {Wed, 30 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-11189.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-09520, author = {Hao Wang and Jia Zhang and Yingce Xia and Jiang Bian and Chao Zhang and Tie{-}Yan Liu}, title = {{COSEA:} Convolutional Code Search with Layer-wise Attention}, journal = {CoRR}, volume = {abs/2010.09520}, year = {2020}, url = {https://arxiv.org/abs/2010.09520}, eprinttype = {arXiv}, eprint = {2010.09520}, timestamp = {Wed, 21 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-09520.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-01681, author = {Chang Liu and Xinwei Sun and Jindong Wang and Tao Li and Tao Qin and Wei Chen and Tie{-}Yan Liu}, title = {Learning Causal Semantic Representation for Out-of-Distribution Prediction}, journal = {CoRR}, volume = {abs/2011.01681}, year = {2020}, url = {https://arxiv.org/abs/2011.01681}, eprinttype = {arXiv}, eprint = {2011.01681}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-01681.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-02203, author = {Xinwei Sun and Botong Wu and Chang Liu and Xiangyu Zheng and Wei Chen and Tao Qin and Tie{-}Yan Liu}, title = {Latent Causal Invariant Model}, journal = {CoRR}, volume = {abs/2011.02203}, year = {2020}, url = {https://arxiv.org/abs/2011.02203}, eprinttype = {arXiv}, eprint = {2011.02203}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-02203.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-09547, author = {Chen Zhang and Yi Ren and Xu Tan and Jinglin Liu and Kejun Zhang and Tao Qin and Sheng Zhao and Tie{-}Yan Liu}, title = {DenoiSpeech: Denoising Text to Speech with Frame-Level Noise Modeling}, journal = {CoRR}, volume = {abs/2012.09547}, year = {2020}, url = {https://arxiv.org/abs/2012.09547}, eprinttype = {arXiv}, eprint = {2012.09547}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-09547.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-13099, author = {Wenlei Shi and Xinran Wei and Jia Zhang and Xiaoyuan Ni and Arthur Jiang and Jiang Bian and Tie{-}Yan Liu}, title = {Cooperative Policy Learning with Pre-trained Heterogeneous Observation Representations}, journal = {CoRR}, volume = {abs/2012.13099}, year = {2020}, url = {https://arxiv.org/abs/2012.13099}, eprinttype = {arXiv}, eprint = {2012.13099}, timestamp = {Tue, 05 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-13099.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/MengCWML19, author = {Qi Meng and Wei Chen and Yue Wang and Zhi{-}Ming Ma and Tie{-}Yan Liu}, title = {Convergence analysis of distributed stochastic gradient descent with shuffling}, journal = {Neurocomputing}, volume = {337}, pages = {46--57}, year = {2019}, url = {https://doi.org/10.1016/j.neucom.2019.01.037}, doi = {10.1016/J.NEUCOM.2019.01.037}, timestamp = {Fri, 12 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/MengCWML19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/HeZCML19, author = {Li He and Shuxin Zheng and Wei Chen and Zhiming Ma and Tie{-}Yan Liu}, title = {OptQuant: Distributed training of neural networks with optimized quantization mechanisms}, journal = {Neurocomputing}, volume = {340}, pages = {233--244}, year = {2019}, url = {https://doi.org/10.1016/j.neucom.2019.02.049}, doi = {10.1016/J.NEUCOM.2019.02.049}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/HeZCML19.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/taslp/WangXZBQCL19, author = {Yijun Wang and Yingce Xia and Li Zhao and Jiang Bian and Tao Qin and Enhong Chen and Tie{-}Yan Liu}, title = {Semi-Supervised Neural Machine Translation via Marginal Distribution Estimation}, journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.}, volume = {27}, number = {10}, pages = {1564--1576}, year = {2019}, url = {https://doi.org/10.1109/TASLP.2019.2921423}, doi = {10.1109/TASLP.2019.2921423}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/taslp/WangXZBQCL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/WuTQLL19, author = {Lijun Wu and Xu Tan and Tao Qin and Jianhuang Lai and Tie{-}Yan Liu}, title = {Beyond Error Propagation: Language Branching Also Affects the Accuracy of Sequence Generation}, journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.}, volume = {27}, number = {12}, pages = {1868--1879}, year = {2019}, url = {https://doi.org/10.1109/TASLP.2019.2933727}, doi = {10.1109/TASLP.2019.2933727}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/taslp/WuTQLL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GuoTHQXL19, author = {Junliang Guo and Xu Tan and Di He and Tao Qin and Linli Xu and Tie{-}Yan Liu}, title = {Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {3723--3730}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33013723}, doi = {10.1609/AAAI.V33I01.33013723}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/GuoTHQXL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LiuZYBQYL19, author = {Guoqing Liu and Li Zhao and Feidiao Yang and Jiang Bian and Tao Qin and Nenghai Yu and Tie{-}Yan Liu}, title = {Trust Region Evolution Strategies}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {4352--4359}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33014352}, doi = {10.1609/AAAI.V33I01.33014352}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/LiuZYBQYL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangTHQZL19, author = {Yiren Wang and Fei Tian and Di He and Tao Qin and ChengXiang Zhai and Tie{-}Yan Liu}, title = {Non-Autoregressive Machine Translation with Auxiliary Regularization}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {5377--5384}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33015377}, doi = {10.1609/AAAI.V33I01.33015377}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/WangTHQZL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/XuHWWL19, author = {Chang Xu and Weiran Huang and Hongwei Wang and Gang Wang and Tie{-}Yan Liu}, title = {Modeling Local Dependence in Natural Language with Multi-Channel Recurrent Neural Networks}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {5525--5532}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33015525}, doi = {10.1609/AAAI.V33I01.33015525}, timestamp = {Fri, 17 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/XuHWWL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhengMZ0YL19, author = {Shuxin Zheng and Qi Meng and Huishuai Zhang and Wei Chen and Nenghai Yu and Tie{-}Yan Liu}, title = {Capacity Control of ReLU Neural Networks by Basis-Path Norm}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {5925--5932}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33015925}, doi = {10.1609/AAAI.V33I01.33015925}, timestamp = {Tue, 02 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/ZhengMZ0YL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/LengTQLL19, author = {Yichong Leng and Xu Tan and Tao Qin and Xiang{-}Yang Li and Tie{-}Yan Liu}, editor = {Anna Korhonen and David R. Traum and Llu{\'{\i}}s M{\`{a}}rquez}, title = {Unsupervised Pivot Translation for Distant Languages}, booktitle = {Proceedings of the 57th Conference of the Association for Computational Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers}, pages = {175--183}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/p19-1017}, doi = {10.18653/V1/P19-1017}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acl/LengTQLL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/GaoZWXQCZL19, author = {Fei Gao and Jinhua Zhu and Lijun Wu and Yingce Xia and Tao Qin and Xueqi Cheng and Wengang Zhou and Tie{-}Yan Liu}, editor = {Anna Korhonen and David R. Traum and Llu{\'{\i}}s M{\`{a}}rquez}, title = {Soft Contextual Data Augmentation for Neural Machine Translation}, booktitle = {Proceedings of the 57th Conference of the Association for Computational Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers}, pages = {5539--5544}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/p19-1555}, doi = {10.18653/V1/P19-1555}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/GaoZWXQCZL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/WuWXTGQLL19, author = {Lijun Wu and Yiren Wang and Yingce Xia and Fei Tian and Fei Gao and Tao Qin and Jianhuang Lai and Tie{-}Yan Liu}, editor = {Anna Korhonen and David R. Traum and Llu{\'{\i}}s M{\`{a}}rquez}, title = {Depth Growing for Neural Machine Translation}, booktitle = {Proceedings of the 57th Conference of the Association for Computational Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers}, pages = {5558--5563}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/p19-1558}, doi = {10.18653/V1/P19-1558}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acl/WuWXTGQLL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asru/SunTGZHLQL19, author = {Hao Sun and Xu Tan and Jun{-}Wei Gan and Sheng Zhao and Dongxu Han and Hongzhi Liu and Tao Qin and Tie{-}Yan Liu}, title = {Knowledge Distillation from Bert in Pre-Training and Fine-Tuning for Polyphone Disambiguation}, booktitle = {{IEEE} Automatic Speech Recognition and Understanding Workshop, {ASRU} 2019, Singapore, December 14-18, 2019}, pages = {168--175}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ASRU46091.2019.9003918}, doi = {10.1109/ASRU46091.2019.9003918}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/asru/SunTGZHLQL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/LiZBTL19, author = {Xihan Li and Jia Zhang and Jiang Bian and Yunhai Tong and Tie{-}Yan Liu}, editor = {Edith Elkind and Manuela Veloso and Noa Agmon and Matthew E. Taylor}, title = {A Cooperative Multi-Agent Reinforcement Learning Framework for Resource Balancing in Complex Logistics Network}, booktitle = {Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17, 2019}, pages = {980--988}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems}, year = {2019}, url = {http://dl.acm.org/citation.cfm?id=3331794}, timestamp = {Wed, 11 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/LiZBTL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/TanCHXQL19, author = {Xu Tan and Jiale Chen and Di He and Yingce Xia and Tao Qin and Tie{-}Yan Liu}, editor = {Kentaro Inui and Jing Jiang and Vincent Ng and Xiaojun Wan}, title = {Multilingual Neural Machine Translation with Language Clustering}, booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China, November 3-7, 2019}, pages = {963--973}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/D19-1089}, doi = {10.18653/V1/D19-1089}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/TanCHXQL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/WuWXQLL19, author = {Lijun Wu and Yiren Wang and Yingce Xia and Tao Qin and Jianhuang Lai and Tie{-}Yan Liu}, editor = {Kentaro Inui and Jing Jiang and Vincent Ng and Xiaojun Wan}, title = {Exploiting Monolingual Data at Scale for Neural Machine Translation}, booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China, November 3-7, 2019}, pages = {4205--4215}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/D19-1430}, doi = {10.18653/V1/D19-1430}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/WuWXQLL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/WuZHGQLL19, author = {Lijun Wu and Jinhua Zhu and Di He and Fei Gao and Tao Qin and Jianhuang Lai and Tie{-}Yan Liu}, editor = {Kentaro Inui and Jing Jiang and Vincent Ng and Xiaojun Wan}, title = {Machine Translation With Weakly Paired Documents}, booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China, November 3-7, 2019}, pages = {4374--4383}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/D19-1446}, doi = {10.18653/V1/D19-1446}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/WuZHGQLL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/LiLHTQWL19, author = {Zhuohan Li and Zi Lin and Di He and Fei Tian and Tao Qin and Liwei Wang and Tie{-}Yan Liu}, editor = {Kentaro Inui and Jing Jiang and Vincent Ng and Xiaojun Wan}, title = {Hint-Based Training for Non-Autoregressive Machine Translation}, booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China, November 3-7, 2019}, pages = {5707--5712}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/D19-1573}, doi = {10.18653/V1/D19-1573}, timestamp = {Tue, 20 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/LiLHTQWL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GaoHTQWL19, author = {Jun Gao and Di He and Xu Tan and Tao Qin and Liwei Wang and Tie{-}Yan Liu}, title = {Representation Degeneration Problem in Training Natural Language Generation Models}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=SkEYojRqtm}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GaoHTQWL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/MengZZCYMYL19, author = {Qi Meng and Shuxin Zheng and Huishuai Zhang and Wei Chen and Qiwei Ye and Zhi{-}Ming Ma and Nenghai Yu and Tie{-}Yan Liu}, title = {{G-SGD:} Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=SyxfEn09Y7}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/MengZZCYMYL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/TanRHQZL19, author = {Xu Tan and Yi Ren and Di He and Tao Qin and Zhou Zhao and Tie{-}Yan Liu}, title = {Multilingual Neural Machine Translation with Knowledge Distillation}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=S1gUsoR9YX}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/TanRHQZL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/WangXHTQZL19, author = {Yiren Wang and Yingce Xia and Tianyu He and Fei Tian and Tao Qin and ChengXiang Zhai and Tie{-}Yan Liu}, title = {Multi-Agent Dual Learning}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=HyGhN2A5tm}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/WangXHTQZL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GongHLQWL19, author = {Linyuan Gong and Di He and Zhuohan Li and Tao Qin and Liwei Wang and Tie{-}Yan Liu}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Efficient Training of {BERT} by Progressively Stacking}, 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 = {2337--2346}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/gong19a.html}, timestamp = {Tue, 20 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/GongHLQWL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/RenTQZZL19, author = {Yi Ren and Xu Tan and Tao Qin and Sheng Zhao and Zhou Zhao and Tie{-}Yan Liu}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Almost Unsupervised Text to Speech and Automatic Speech Recognition}, 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 = {5410--5419}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/ren19a.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/RenTQZZL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SongTQLL19, author = {Kaitao Song and Xu Tan and Tao Qin and Jianfeng Lu and Tie{-}Yan Liu}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {{MASS:} Masked Sequence to Sequence Pre-training for Language Generation}, 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 = {5926--5936}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/song19d.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/SongTQLL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ZhangLZ19, author = {Lijun Zhang and Tie{-}Yan Liu and Zhi{-}Hua Zhou}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Adaptive Regret of Convex and Smooth Functions}, 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 = {7414--7423}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/zhang19j.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ZhangLZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/YiZ0ML19, author = {Mingyang Yi and Huishuai Zhang and Wei Chen and Zhi{-}Ming Ma and Tie{-}Yan Liu}, editor = {Sarit Kraus}, title = {BN-invariant Sharpness Regularizes the Training Model to Better Generalization}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {4164--4170}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/578}, doi = {10.24963/IJCAI.2019/578}, timestamp = {Tue, 20 Aug 2019 16:18:18 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/YiZ0ML19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/XuQWL19, author = {Chang Xu and Tao Qin and Gang Wang and Tie{-}Yan Liu}, editor = {Sarit Kraus}, title = {Polygon-Net: {A} General Framework for Jointly Boosting Multiple Unsupervised Neural Machine Translation Models}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {5320--5326}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/739}, doi = {10.24963/IJCAI.2019/739}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/XuQWL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/SunTGLZQL19, author = {Hao Sun and Xu Tan and Jun{-}Wei Gan and Hongzhi Liu and Sheng Zhao and Tao Qin and Tie{-}Yan Liu}, editor = {Gernot Kubin and Zdravko Kacic}, title = {Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion}, booktitle = {20th Annual Conference of the International Speech Communication Association, Interspeech 2019, Graz, Austria, September 15-19, 2019}, pages = {2115--2119}, publisher = {{ISCA}}, year = {2019}, url = {https://doi.org/10.21437/Interspeech.2019-1208}, doi = {10.21437/INTERSPEECH.2019-1208}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/SunTGLZQL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/KeXZBL19, author = {Guolin Ke and Zhenhui Xu and Jia Zhang and Jiang Bian and Tie{-}Yan Liu}, editor = {Ankur Teredesai and Vipin Kumar and Ying Li and R{\'{o}}mer Rosales and Evimaria Terzi and George Karypis}, title = {DeepGBM: {A} Deep Learning Framework Distilled by {GBDT} for Online Prediction Tasks}, booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK, USA, August 4-8, 2019}, pages = {384--394}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3292500.3330858}, doi = {10.1145/3292500.3330858}, timestamp = {Tue, 20 Aug 2024 07:54:44 +0200}, biburl = {https://dblp.org/rec/conf/kdd/KeXZBL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/LiYZBQL19, author = {Zhige Li and Derek Yang and Li Zhao and Jiang Bian and Tao Qin and Tie{-}Yan Liu}, editor = {Ankur Teredesai and Vipin Kumar and Ying Li and R{\'{o}}mer Rosales and Evimaria Terzi and George Karypis}, title = {Individualized Indicator for All: Stock-wise Technical Indicator Optimization with Stock Embedding}, booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK, USA, August 4-8, 2019}, pages = {894--902}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3292500.3330833}, doi = {10.1145/3292500.3330833}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/LiYZBQL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/ChenZBXL19, author = {Chi Chen and Li Zhao and Jiang Bian and Chunxiao Xing and Tie{-}Yan Liu}, editor = {Ankur Teredesai and Vipin Kumar and Ying Li and R{\'{o}}mer Rosales and Evimaria Terzi and George Karypis}, title = {Investment Behaviors Can Tell What Inside: Exploring Stock Intrinsic Properties for Stock Trend Prediction}, booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK, USA, August 4-8, 2019}, pages = {2376--2384}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3292500.3330663}, doi = {10.1145/3292500.3330663}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/ChenZBXL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RenRTQZZL19, author = {Yi Ren and Yangjun Ruan and Xu Tan and Tao Qin and Sheng Zhao and Zhou Zhao and Tie{-}Yan Liu}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {FastSpeech: Fast, Robust and Controllable Text to Speech}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {3165--3174}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/f63f65b503e22cb970527f23c9ad7db1-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/RenRTQZZL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YangZLQ0L19, author = {Derek Yang and Li Zhao and Zichuan Lin and Tao Qin and Jiang Bian and Tie{-}Yan Liu}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Fully Parameterized Quantile Function for Distributional Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {6190--6199}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/f471223d1a1614b58a7dc45c9d01df19-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YangZLQ0L19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LinZYQLY19, author = {Zichuan Lin and Li Zhao and Derek Yang and Tao Qin and Tie{-}Yan Liu and Guangwen Yang}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Distributional Reward Decomposition for Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {6212--6221}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/97108695bd93b6be52fa0334874c8722-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LinZYQLY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangXTGQZL19, author = {Yiren Wang and Yingce Xia and Fei Tian and Fei Gao and Tao Qin and ChengXiang Zhai and Tie{-}Yan Liu}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Neural Machine Translation with Soft Prototype}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {6313--6322}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/d594b1a945b5d645e59e21f88bd2d83b-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WangXTGQZL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HouZKGQL19, author = {Lu Hou and Jinhua Zhu and James T. Kwok and Fei Gao and Tao Qin and Tie{-}Yan Liu}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Normalization Helps Training of Quantized {LSTM}}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {7344--7354}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/f8eb278a8bce873ef365b45e939da38a-Abstract.html}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/HouZKGQL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wmt/XiaTTGHCFGLLWWZ19, author = {Yingce Xia and Xu Tan and Fei Tian and Fei Gao and Di He and Weicong Chen and Yang Fan and Linyuan Gong and Yichong Leng and Renqian Luo and Yiren Wang and Lijun Wu and Jinhua Zhu and Tao Qin and Tie{-}Yan Liu}, editor = {Ondrej Bojar and Rajen Chatterjee and Christian Federmann and Mark Fishel and Yvette Graham and Barry Haddow and Matthias Huck and Antonio Jimeno{-}Yepes and Philipp Koehn and Andr{\'{e}} Martins and Christof Monz and Matteo Negri and Aur{\'{e}}lie N{\'{e}}v{\'{e}}ol and Mariana L. Neves and Matt Post and Marco Turchi and Karin Verspoor}, title = {Microsoft Research Asia's Systems for {WMT19}}, booktitle = {Proceedings of the Fourth Conference on Machine Translation, {WMT} 2019, Florence, Italy, August 1-2, 2019 - Volume 2: Shared Task Papers, Day 1}, pages = {424--433}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/w19-5348}, doi = {10.18653/V1/W19-5348}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wmt/XiaTTGHCFGLLWWZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-10245, author = {Yiren Wang and Fei Tian and Di He and Tao Qin and ChengXiang Zhai and Tie{-}Yan Liu}, title = {Non-Autoregressive Machine Translation with Auxiliary Regularization}, journal = {CoRR}, volume = {abs/1902.10245}, year = {2019}, url = {http://arxiv.org/abs/1902.10245}, eprinttype = {arXiv}, eprint = {1902.10245}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-10245.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-10461, author = {Xu Tan and Yi Ren and Di He and Tao Qin and Zhou Zhao and Tie{-}Yan Liu}, title = {Multilingual Neural Machine Translation with Knowledge Distillation}, journal = {CoRR}, volume = {abs/1902.10461}, year = {2019}, url = {http://arxiv.org/abs/1902.10461}, eprinttype = {arXiv}, eprint = {1902.10461}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-10461.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-00714, author = {Xihan Li and Jia Zhang and Jiang Bian and Yunhai Tong and Tie{-}Yan Liu}, title = {A Cooperative Multi-Agent Reinforcement Learning Framework for Resource Balancing in Complex Logistics Network}, journal = {CoRR}, volume = {abs/1903.00714}, year = {2019}, url = {http://arxiv.org/abs/1903.00714}, eprinttype = {arXiv}, eprint = {1903.00714}, timestamp = {Wed, 11 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-00714.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-02237, author = {Mingyang Yi and Qi Meng and Wei Chen and Zhi{-}Ming Ma and Tie{-}Yan Liu}, title = {Positively Scale-Invariant Flatness of ReLU Neural Networks}, journal = {CoRR}, volume = {abs/1903.02237}, year = {2019}, url = {http://arxiv.org/abs/1903.02237}, eprinttype = {arXiv}, eprint = {1903.02237}, timestamp = {Sun, 31 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-02237.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-05926, author = {Ling Pan and Qingpeng Cai and Qi Meng and Wei Chen and Longbo Huang and Tie{-}Yan Liu}, title = {Reinforcement Learning with Dynamic Boltzmann Softmax Updates}, journal = {CoRR}, volume = {abs/1903.05926}, year = {2019}, url = {http://arxiv.org/abs/1903.05926}, eprinttype = {arXiv}, eprint = {1903.05926}, timestamp = {Fri, 18 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-05926.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-07120, author = {Huishuai Zhang and Da Yu and Wei Chen and Tie{-}Yan Liu}, title = {Training Over-parameterized Deep ResNet Is almost as Easy as Training a Two-layer Network}, journal = {CoRR}, volume = {abs/1903.07120}, year = {2019}, url = {http://arxiv.org/abs/1903.07120}, eprinttype = {arXiv}, eprint = {1903.07120}, timestamp = {Mon, 01 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-07120.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-03446, author = {Hao Sun and Xu Tan and Jun{-}Wei Gan and Hongzhi Liu and Sheng Zhao and Tao Qin and Tie{-}Yan Liu}, title = {Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion}, journal = {CoRR}, volume = {abs/1904.03446}, year = {2019}, url = {http://arxiv.org/abs/1904.03446}, eprinttype = {arXiv}, eprint = {1904.03446}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-03446.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-11681, author = {Lijun Zhang and Tie{-}Yan Liu and Zhi{-}Hua Zhou}, title = {Adaptive Regret of Convex and Smooth Functions}, journal = {CoRR}, volume = {abs/1904.11681}, year = {2019}, url = {http://arxiv.org/abs/1904.11681}, eprinttype = {arXiv}, eprint = {1904.11681}, timestamp = {Sun, 22 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-11681.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-02450, author = {Kaitao Song and Xu Tan and Tao Qin and Jianfeng Lu and Tie{-}Yan Liu}, title = {{MASS:} Masked Sequence to Sequence Pre-training for Language Generation}, journal = {CoRR}, volume = {abs/1905.02450}, year = {2019}, url = {http://arxiv.org/abs/1905.02450}, eprinttype = {arXiv}, eprint = {1905.02450}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-02450.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-06791, author = {Yi Ren and Xu Tan and Tao Qin and Sheng Zhao and Zhou Zhao and Tie{-}Yan Liu}, title = {Almost Unsupervised Text to Speech and Automatic Speech Recognition}, journal = {CoRR}, volume = {abs/1905.06791}, year = {2019}, url = {http://arxiv.org/abs/1905.06791}, eprinttype = {arXiv}, eprint = {1905.06791}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-06791.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-09263, author = {Yi Ren and Yangjun Ruan and Xu Tan and Tao Qin and Sheng Zhao and Zhou Zhao and Tie{-}Yan Liu}, title = {FastSpeech: Fast, Robust and Controllable Text to Speech}, journal = {CoRR}, volume = {abs/1905.09263}, year = {2019}, url = {http://arxiv.org/abs/1905.09263}, eprinttype = {arXiv}, eprint = {1905.09263}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-09263.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-10523, author = {Jinhua Zhu and Fei Gao and Lijun Wu and Yingce Xia and Tao Qin and Wengang Zhou and Xueqi Cheng and Tie{-}Yan Liu}, title = {Soft Contextual Data Augmentation for Neural Machine Translation}, journal = {CoRR}, volume = {abs/1905.10523}, year = {2019}, url = {http://arxiv.org/abs/1905.10523}, eprinttype = {arXiv}, eprint = {1905.10523}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-10523.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-11583, author = {Ruihan Yang and Qiwei Ye and Tie{-}Yan Liu}, title = {Learning Efficient and Effective Exploration Policies with Counterfactual Meta Policy}, journal = {CoRR}, volume = {abs/1905.11583}, year = {2019}, url = {http://arxiv.org/abs/1905.11583}, eprinttype = {arXiv}, eprint = {1905.11583}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-11583.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-11591, author = {Yufei Wang and Qiwei Ye and Tie{-}Yan Liu}, title = {Beyond Exponentially Discounted Sum: Automatic Learning of Return Function}, journal = {CoRR}, volume = {abs/1905.11591}, year = {2019}, url = {http://arxiv.org/abs/1905.11591}, eprinttype = {arXiv}, eprint = {1905.11591}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-11591.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-12648, author = {Shicong Cen and Huishuai Zhang and Yuejie Chi and Wei Chen and Tie{-}Yan Liu}, title = {Convergence of Distributed Stochastic Variance Reduced Methods without Sampling Extra Data}, journal = {CoRR}, volume = {abs/1905.12648}, year = {2019}, url = {http://arxiv.org/abs/1905.12648}, eprinttype = {arXiv}, eprint = {1905.12648}, timestamp = {Fri, 06 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-12648.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-02461, author = {Yichong Leng and Xu Tan and Tao Qin and Xiang{-}Yang Li and Tie{-}Yan Liu}, title = {Unsupervised Pivot Translation for Distant Languages}, journal = {CoRR}, volume = {abs/1906.02461}, year = {2019}, url = {http://arxiv.org/abs/1906.02461}, eprinttype = {arXiv}, eprint = {1906.02461}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-02461.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-02762, author = {Yiping Lu and Zhuohan Li and Di He and Zhiqing Sun and Bin Dong and Tao Qin and Liwei Wang and Tie{-}Yan Liu}, title = {Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View}, journal = {CoRR}, volume = {abs/1906.02762}, year = {2019}, url = {http://arxiv.org/abs/1906.02762}, eprinttype = {arXiv}, eprint = {1906.02762}, timestamp = {Tue, 20 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-02762.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-01968, author = {Lijun Wu and Yiren Wang and Yingce Xia and Fei Tian and Fei Gao and Tao Qin and Jianhuang Lai and Tie{-}Yan Liu}, title = {Depth Growing for Neural Machine Translation}, journal = {CoRR}, volume = {abs/1907.01968}, year = {2019}, url = {http://arxiv.org/abs/1907.01968}, eprinttype = {arXiv}, eprint = {1907.01968}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-01968.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-06870, author = {Zhenhui Xu and Guolin Ke and Jia Zhang and Jiang Bian and Tie{-}Yan Liu}, title = {Light Multi-segment Activation for Model Compression}, journal = {CoRR}, volume = {abs/1907.06870}, year = {2019}, url = {http://arxiv.org/abs/1907.06870}, eprinttype = {arXiv}, eprint = {1907.06870}, timestamp = {Tue, 03 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-06870.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-12009, author = {Jun Gao and Di He and Xu Tan and Tao Qin and Liwei Wang and Tie{-}Yan Liu}, title = {Representation Degeneration Problem in Training Natural Language Generation Models}, journal = {CoRR}, volume = {abs/1907.12009}, year = {2019}, url = {http://arxiv.org/abs/1907.12009}, eprinttype = {arXiv}, eprint = {1907.12009}, timestamp = {Fri, 02 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-12009.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-09324, author = {Xu Tan and Jiale Chen and Di He and Yingce Xia and Tao Qin and Tie{-}Yan Liu}, title = {Multilingual Neural Machine Translation with Language Clustering}, journal = {CoRR}, volume = {abs/1908.09324}, year = {2019}, url = {http://arxiv.org/abs/1908.09324}, eprinttype = {arXiv}, eprint = {1908.09324}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-09324.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-09362, author = {Ziyu Liu and Guolin Ke and Jiang Bian and Tie{-}Yan Liu}, title = {LightMC: {A} Dynamic and Efficient Multiclass Decomposition Algorithm}, journal = {CoRR}, volume = {abs/1908.09362}, year = {2019}, url = {http://arxiv.org/abs/1908.09362}, eprinttype = {arXiv}, eprint = {1908.09362}, timestamp = {Tue, 03 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-09362.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-03500, author = {Zhining Liu and Wei Cao and Zhifeng Gao and Jiang Bian and Hechang Chen and Yi Chang and Tie{-}Yan Liu}, title = {Self-paced Ensemble for Highly Imbalanced Massive Data Classification}, journal = {CoRR}, volume = {abs/1909.03500}, year = {2019}, url = {http://arxiv.org/abs/1909.03500}, eprinttype = {arXiv}, eprint = {1909.03500}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-03500.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-06708, author = {Zhuohan Li and Zi Lin and Di He and Fei Tian and Tao Qin and Liwei Wang and Tie{-}Yan Liu}, title = {Hint-Based Training for Non-Autoregressive Machine Translation}, journal = {CoRR}, volume = {abs/1909.06708}, year = {2019}, url = {http://arxiv.org/abs/1909.06708}, eprinttype = {arXiv}, eprint = {1909.06708}, timestamp = {Tue, 20 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-06708.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-02140, author = {Derek Yang and Li Zhao and Zichuan Lin and Tao Qin and Jiang Bian and Tie{-}Yan Liu}, title = {Fully Parameterized Quantile Function for Distributional Reinforcement Learning}, journal = {CoRR}, volume = {abs/1911.02140}, year = {2019}, url = {http://arxiv.org/abs/1911.02140}, eprinttype = {arXiv}, eprint = {1911.02140}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-02140.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-02166, author = {Zichuan Lin and Li Zhao and Derek Yang and Tao Qin and Guangwen Yang and Tie{-}Yan Liu}, title = {Distributional Reward Decomposition for Reinforcement Learning}, journal = {CoRR}, volume = {abs/1911.02166}, year = {2019}, url = {http://arxiv.org/abs/1911.02166}, eprinttype = {arXiv}, eprint = {1911.02166}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-02166.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-06191, author = {Yingce Xia and Xu Tan and Fei Tian and Fei Gao and Weicong Chen and Yang Fan and Linyuan Gong and Yichong Leng and Renqian Luo and Yiren Wang and Lijun Wu and Jinhua Zhu and Tao Qin and Tie{-}Yan Liu}, title = {Microsoft Research Asia's Systems for {WMT19}}, journal = {CoRR}, volume = {abs/1911.06191}, year = {2019}, url = {http://arxiv.org/abs/1911.06191}, eprinttype = {arXiv}, eprint = {1911.06191}, timestamp = {Mon, 26 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-06191.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-08717, author = {Junliang Guo and Xu Tan and Linli Xu and Tao Qin and Enhong Chen and Tie{-}Yan Liu}, title = {Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation}, journal = {CoRR}, volume = {abs/1911.08717}, year = {2019}, url = {http://arxiv.org/abs/1911.08717}, eprinttype = {arXiv}, eprint = {1911.08717}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-08717.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-11363, author = {Da Yu and Huishuai Zhang and Wei Chen and Tie{-}Yan Liu and Jian Yin}, title = {Gradient Perturbation is Underrated for Differentially Private Convex Optimization}, journal = {CoRR}, volume = {abs/1911.11363}, year = {2019}, url = {http://arxiv.org/abs/1911.11363}, eprinttype = {arXiv}, eprint = {1911.11363}, timestamp = {Fri, 06 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-11363.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-11625, author = {Xu Tan and Yichong Leng and Jiale Chen and Yi Ren and Tao Qin and Tie{-}Yan Liu}, title = {A Study of Multilingual Neural Machine Translation}, journal = {CoRR}, volume = {abs/1912.11625}, year = {2019}, url = {http://arxiv.org/abs/1912.11625}, eprinttype = {arXiv}, eprint = {1912.11625}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-11625.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fcsc/TianQL18, author = {Fei Tian and Tao Qin and Tie{-}Yan Liu}, title = {Computational pricing in Internet era}, journal = {Frontiers Comput. Sci.}, volume = {12}, number = {1}, pages = {40--54}, year = {2018}, url = {https://doi.org/10.1007/s11704-017-6005-0}, doi = {10.1007/S11704-017-6005-0}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fcsc/TianQL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WangXZBQLL18, author = {Yijun Wang and Yingce Xia and Li Zhao and Jiang Bian and Tao Qin and Guiquan Liu and Tie{-}Yan Liu}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Dual Transfer Learning for Neural Machine Translation with Marginal Distribution Regularization}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {5553--5560}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11999}, doi = {10.1609/AAAI.V32I1.11999}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/WangXZBQLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WuTZLL18, author = {Lijun Wu and Fei Tian and Li Zhao and Jianhuang Lai and Tie{-}Yan Liu}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Word Attention for Sequence to Sequence Text Understanding}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {5578--5585}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11971}, doi = {10.1609/AAAI.V32I1.11971}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/WuTZLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acml/WuXTZQLL18, author = {Lijun Wu and Yingce Xia and Fei Tian and Li Zhao and Tao Qin and Jianhuang Lai and Tie{-}Yan Liu}, editor = {Jun Zhu and Ichiro Takeuchi}, title = {Adversarial Neural Machine Translation}, booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML} 2018, Beijing, China, November 14-16, 2018}, series = {Proceedings of Machine Learning Research}, volume = {95}, pages = {534--549}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v95/wu18a.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acml/WuXTZQLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acml/YangJLSZ18, author = {Feidiao Yang and Tiancheng Jin and Tie{-}Yan Liu and Xiaoming Sun and Jialin Zhang}, editor = {Jun Zhu and Ichiro Takeuchi}, title = {Boosting Dynamic Programming with Neural Networks for Solving NP-hard Problems}, booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML} 2018, Beijing, China, November 14-16, 2018}, series = {Proceedings of Machine Learning Research}, volume = {95}, pages = {726--739}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v95/yang18a.html}, timestamp = {Wed, 26 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acml/YangJLSZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/SunCBLL18, author = {Shizhao Sun and Wei Chen and Jiang Bian and Xiaoguang Liu and Tie{-}Yan Liu}, editor = {Elisabeth Andr{\'{e}} and Sven Koenig and Mehdi Dastani and Gita Sukthankar}, title = {Slim-DP: {A} Multi-Agent System for Communication-Efficient Distributed Deep Learning}, booktitle = {Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15, 2018}, pages = {721--729}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems Richland, SC, {USA} / {ACM}}, year = {2018}, url = {http://dl.acm.org/citation.cfm?id=3237490}, timestamp = {Sat, 30 Sep 2023 09:34:53 +0200}, biburl = {https://dblp.org/rec/conf/atal/SunCBLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coling/SongTHLQL18, author = {Kaitao Song and Xu Tan and Di He and Jianfeng Lu and Tao Qin and Tie{-}Yan Liu}, editor = {Emily M. Bender and Leon Derczynski and Pierre Isabelle}, title = {Double Path Networks for Sequence to Sequence Learning}, booktitle = {Proceedings of the 27th International Conference on Computational Linguistics, {COLING} 2018, Santa Fe, New Mexico, USA, August 20-26, 2018}, pages = {3064--3074}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://aclanthology.org/C18-1259/}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/coling/SongTHLQL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LinXQ0L18, author = {Jianxin Lin and Yingce Xia and Tao Qin and Zhibo Chen and Tie{-}Yan Liu}, title = {Conditional Image-to-Image Translation}, booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018}, pages = {5524--5532}, publisher = {Computer Vision Foundation / {IEEE} Computer Society}, year = {2018}, url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Lin\_Conditional\_Image-to-Image\_Translation\_CVPR\_2018\_paper.html}, doi = {10.1109/CVPR.2018.00579}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LinXQ0L18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/WuTHTQLL18, author = {Lijun Wu and Xu Tan and Di He and Fei Tian and Tao Qin and Jianhuang Lai and Tie{-}Yan Liu}, editor = {Ellen Riloff and David Chiang and Julia Hockenmaier and Jun'ichi Tsujii}, title = {Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter}, booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018}, pages = {3602--3611}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/d18-1396}, doi = {10.18653/V1/D18-1396}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/WuTHTQLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/WuTQLL18, author = {Lijun Wu and Fei Tian and Tao Qin and Jianhuang Lai and Tie{-}Yan Liu}, editor = {Ellen Riloff and David Chiang and Julia Hockenmaier and Jun'ichi Tsujii}, title = {A Study of Reinforcement Learning for Neural Machine Translation}, booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018}, pages = {3612--3621}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/d18-1397}, doi = {10.18653/V1/D18-1397}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/WuTQLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/FanTQ0L18, author = {Yang Fan and Fei Tian and Tao Qin and Xiang{-}Yang Li and Tie{-}Yan Liu}, title = {Learning to Teach}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=HJewuJWCZ}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/FanTQ0L18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LiHT0QWL18, author = {Zhuohan Li and Di He and Fei Tian and Wei Chen and Tao Qin and Liwei Wang and Tie{-}Yan Liu}, editor = {Jennifer G. Dy and Andreas Krause}, title = {Towards Binary-Valued Gates for Robust {LSTM} Training}, 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 = {3001--3010}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/li18c.html}, timestamp = {Tue, 20 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/LiHT0QWL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/XiaTTQYL18, author = {Yingce Xia and Xu Tan and Fei Tian and Tao Qin and Nenghai Yu and Tie{-}Yan Liu}, editor = {Jennifer G. Dy and Andreas Krause}, title = {Model-Level Dual Learning}, 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 = {5379--5388}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/xia18a.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/XiaTTQYL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/HeMCML18, author = {Li He and Qi Meng and Wei Chen and Zhiming Ma and Tie{-}Yan Liu}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Differential Equations for Modeling Asynchronous Algorithms}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {2220--2226}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/307}, doi = {10.24963/IJCAI.2018/307}, timestamp = {Tue, 20 Aug 2019 16:19:08 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/HeMCML18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/DingLBZL18, author = {Yi Ding and Weiqing Liu and Jiang Bian and Daoqiang Zhang and Tie{-}Yan Liu}, editor = {Yike Guo and Faisal Farooq}, title = {Investor-Imitator: {A} Framework for Trading Knowledge Extraction}, booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK, August 19-23, 2018}, pages = {1310--1319}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3219819.3220113}, doi = {10.1145/3219819.3220113}, timestamp = {Tue, 03 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/DingLBZL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/GaoWZQCL18, author = {Fei Gao and Lijun Wu and Li Zhao and Tao Qin and Xueqi Cheng and Tie{-}Yan Liu}, editor = {Marilyn A. Walker and Heng Ji and Amanda Stent}, title = {Efficient Sequence Learning with Group Recurrent Networks}, booktitle = {Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, {NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 1 (Long Papers)}, pages = {799--808}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/n18-1073}, doi = {10.18653/V1/N18-1073}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/naacl/GaoWZQCL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/ShenTHQL18, author = {Yanyao Shen and Xu Tan and Di He and Tao Qin and Tie{-}Yan Liu}, editor = {Marilyn A. Walker and Heng Ji and Amanda Stent}, title = {Dense Information Flow for Neural Machine Translation}, booktitle = {Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, {NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 1 (Long Papers)}, pages = {1294--1303}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/n18-1117}, doi = {10.18653/V1/N18-1117}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/naacl/ShenTHQL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GongHTQ0L18, author = {ChengYue Gong and Di He and Xu Tan and Tao Qin and Liwei Wang and Tie{-}Yan Liu}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {{FRAGE:} Frequency-Agnostic Word Representation}, 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 = {1341--1352}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/e555ebe0ce426f7f9b2bef0706315e0c-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GongHTQ0L18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WuTXFQLL18, author = {Lijun Wu and Fei Tian and Yingce Xia and Yang Fan and Tao Qin and Jian{-}Huang Lai and Tie{-}Yan Liu}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Learning to Teach with Dynamic Loss Functions}, 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 = {6467--6478}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/8051a3c40561002834e59d566b7430cf-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WuTXFQLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Zhang0L18, author = {Huishuai Zhang and Wei Chen and Tie{-}Yan Liu}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {On the Local Hessian in Back-propagation}, 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 = {6521--6531}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/b6d67a24906e8a8541291882f81d31ca-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Zhang0L18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LuoTQCL18, author = {Renqian Luo and Fei Tian and Tao Qin and Enhong Chen and Tie{-}Yan Liu}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Neural Architecture Optimization}, 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 = {7827--7838}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/933670f1ac8ba969f32989c312faba75-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LuoTQCL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HeTXHQ0L18, author = {Tianyu He and Xu Tan and Yingce Xia and Di He and Tao Qin and Zhibo Chen and Tie{-}Yan Liu}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation}, 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 = {7955--7965}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/4fb8a7a22a82c80f2c26fe6c1e0dcbb3-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/HeTXHQ0L18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/XiongLCL18, author = {Chenyan Xiong and Zhengzhong Liu and Jamie Callan and Tie{-}Yan Liu}, editor = {Kevyn Collins{-}Thompson and Qiaozhu Mei and Brian D. Davison and Yiqun Liu and Emine Yilmaz}, title = {Towards Better Text Understanding and Retrieval through Kernel Entity Salience Modeling}, booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&} Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI, USA, July 08-12, 2018}, pages = {575--584}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3209978.3209982}, doi = {10.1145/3209978.3209982}, timestamp = {Mon, 06 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sigir/XiongLCL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/HuLBLL18, author = {Ziniu Hu and Weiqing Liu and Jiang Bian and Xuanzhe Liu and Tie{-}Yan Liu}, editor = {Yi Chang and Chengxiang Zhai and Yan Liu and Yoelle Maarek}, title = {Listening to Chaotic Whispers: {A} Deep Learning Framework for News-oriented Stock Trend Prediction}, booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February 5-9, 2018}, pages = {261--269}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3159652.3159690}, doi = {10.1145/3159652.3159690}, timestamp = {Thu, 13 Aug 2020 18:13:38 +0200}, biburl = {https://dblp.org/rec/conf/wsdm/HuLBLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/ccir/2018, editor = {Shichao Zhang and Tie{-}Yan Liu and Xianxian Li and Jiafeng Guo and Chenliang Li}, title = {Information Retrieval - 24th China Conference, {CCIR} 2018, Guilin, China, September 27-29, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11168}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-01012-6}, doi = {10.1007/978-3-030-01012-6}, isbn = {978-3-030-01011-9}, timestamp = {Fri, 05 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ccir/2018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/ictir/2018, editor = {Dawei Song and Tie{-}Yan Liu and Le Sun and Peter Bruza and Massimo Melucci and Fabrizio Sebastiani and Grace Hui Yang}, title = {Proceedings of the 2018 {ACM} {SIGIR} International Conference on Theory of Information Retrieval, {ICTIR} 2018, Tianjin, China, September 14-17, 2018}, publisher = {{ACM}}, year = {2018}, url = {http://dl.acm.org/citation.cfm?id=3234944}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ictir/2018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-03713, author = {Qi Meng and Wei Chen and Shuxin Zheng and Qiwei Ye and Tie{-}Yan Liu}, title = {Optimizing Neural Networks in the Equivalent Class Space}, journal = {CoRR}, volume = {abs/1802.03713}, year = {2018}, url = {http://arxiv.org/abs/1802.03713}, eprinttype = {arXiv}, eprint = {1802.03713}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-03713.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-09750, author = {Huishuai Zhang and Wei Chen and Tie{-}Yan Liu}, title = {Train Feedfoward Neural Network with Layer-wise Adaptive Rate via Approximating Back-matching Propagation}, journal = {CoRR}, volume = {abs/1802.09750}, year = {2018}, url = {http://arxiv.org/abs/1802.09750}, eprinttype = {arXiv}, eprint = {1802.09750}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-09750.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-05567, author = {Hany Hassan and Anthony Aue and Chang Chen and Vishal Chowdhary and Jonathan Clark and Christian Federmann and Xuedong Huang and Marcin Junczys{-}Dowmunt and William Lewis and Mu Li and Shujie Liu and Tie{-}Yan Liu and Renqian Luo and Arul Menezes and Tao Qin and Frank Seide and Xu Tan and Fei Tian and Lijun Wu and Shuangzhi Wu and Yingce Xia and Dongdong Zhang and Zhirui Zhang and Ming Zhou}, title = {Achieving Human Parity on Automatic Chinese to English News Translation}, journal = {CoRR}, volume = {abs/1803.05567}, year = {2018}, url = {http://arxiv.org/abs/1803.05567}, eprinttype = {arXiv}, eprint = {1803.05567}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-05567.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-00251, author = {Jianxin Lin and Yingce Xia and Tao Qin and Zhibo Chen and Tie{-}Yan Liu}, title = {Conditional Image-to-Image Translation}, journal = {CoRR}, volume = {abs/1805.00251}, year = {2018}, url = {http://arxiv.org/abs/1805.00251}, eprinttype = {arXiv}, eprint = {1805.00251}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-00251.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-01334, author = {Chenyan Xiong and Zhengzhong Liu and Jamie Callan and Tie{-}Yan Liu}, title = {Towards Better Text Understanding and Retrieval through Kernel Entity Salience Modeling}, journal = {CoRR}, volume = {abs/1805.01334}, year = {2018}, url = {http://arxiv.org/abs/1805.01334}, eprinttype = {arXiv}, eprint = {1805.01334}, timestamp = {Sat, 11 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-01334.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-02991, author = {Li He and Qi Meng and Wei Chen and Zhiming Ma and Tie{-}Yan Liu}, title = {Differential Equations for Modeling Asynchronous Algorithms}, journal = {CoRR}, volume = {abs/1805.02991}, year = {2018}, url = {http://arxiv.org/abs/1805.02991}, eprinttype = {arXiv}, eprint = {1805.02991}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-02991.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-03643, author = {Yang Fan and Fei Tian and Tao Qin and Xiang{-}Yang Li and Tie{-}Yan Liu}, title = {Learning to Teach}, journal = {CoRR}, volume = {abs/1805.03643}, year = {2018}, url = {http://arxiv.org/abs/1805.03643}, eprinttype = {arXiv}, eprint = {1805.03643}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-03643.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-00722, author = {Yanyao Shen and Xu Tan and Di He and Tao Qin and Tie{-}Yan Liu}, title = {Dense Information Flow for Neural Machine Translation}, journal = {CoRR}, volume = {abs/1806.00722}, year = {2018}, url = {http://arxiv.org/abs/1806.00722}, eprinttype = {arXiv}, eprint = {1806.00722}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-00722.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-02988, author = {Zhuohan Li and Di He and Fei Tian and Wei Chen and Tao Qin and Liwei Wang and Tie{-}Yan Liu}, title = {Towards Binary-Valued Gates for Robust {LSTM} Training}, journal = {CoRR}, volume = {abs/1806.02988}, year = {2018}, url = {http://arxiv.org/abs/1806.02988}, eprinttype = {arXiv}, eprint = {1806.02988}, timestamp = {Tue, 20 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-02988.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-04856, author = {Kaitao Song and Xu Tan and Di He and Jianfeng Lu and Tao Qin and Tie{-}Yan Liu}, title = {Double Path Networks for Sequence to Sequence Learning}, journal = {CoRR}, volume = {abs/1806.04856}, year = {2018}, url = {http://arxiv.org/abs/1806.04856}, eprinttype = {arXiv}, eprint = {1806.04856}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-04856.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-07233, author = {Renqian Luo and Fei Tian and Tao Qin and Tie{-}Yan Liu}, title = {Neural Architecture Optimization}, journal = {CoRR}, volume = {abs/1808.07233}, year = {2018}, url = {http://arxiv.org/abs/1808.07233}, eprinttype = {arXiv}, eprint = {1808.07233}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-07233.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-08866, author = {Lijun Wu and Fei Tian and Tao Qin and Jianhuang Lai and Tie{-}Yan Liu}, title = {A Study of Reinforcement Learning for Neural Machine Translation}, journal = {CoRR}, volume = {abs/1808.08866}, year = {2018}, url = {http://arxiv.org/abs/1808.08866}, eprinttype = {arXiv}, eprint = {1808.08866}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-08866.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-00120, author = {Lijun Wu and Xu Tan and Di He and Fei Tian and Tao Qin and Jianhuang Lai and Tie{-}Yan Liu}, title = {Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter}, journal = {CoRR}, volume = {abs/1809.00120}, year = {2018}, url = {http://arxiv.org/abs/1809.00120}, eprinttype = {arXiv}, eprint = {1809.00120}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-00120.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-06858, author = {ChengYue Gong and Di He and Xu Tan and Tao Qin and Liwei Wang and Tie{-}Yan Liu}, title = {{FRAGE:} Frequency-Agnostic Word Representation}, journal = {CoRR}, volume = {abs/1809.06858}, year = {2018}, url = {http://arxiv.org/abs/1809.06858}, eprinttype = {arXiv}, eprint = {1809.06858}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-06858.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-07122, author = {Shuxin Zheng and Qi Meng and Huishuai Zhang and Wei Chen and Nenghai Yu and Tie{-}Yan Liu}, title = {Capacity Control of ReLU Neural Networks by Basis-path Norm}, journal = {CoRR}, volume = {abs/1809.07122}, year = {2018}, url = {http://arxiv.org/abs/1809.07122}, eprinttype = {arXiv}, eprint = {1809.07122}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-07122.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-08923, author = {Yue Wang and Qi Meng and Wei Chen and Yuting Liu and Zhiming Ma and Tie{-}Yan Liu}, title = {Target Transfer Q-Learning and Its Convergence Analysis}, journal = {CoRR}, volume = {abs/1809.08923}, year = {2018}, url = {http://arxiv.org/abs/1809.08923}, eprinttype = {arXiv}, eprint = {1809.08923}, timestamp = {Mon, 15 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-08923.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-08926, author = {Yue Wang and Wei Chen and Yuting Liu and Zhi{-}Ming Ma and Tie{-}Yan Liu}, title = {Finite Sample Analysis of the {GTD} Policy Evaluation Algorithms in Markov Setting}, journal = {CoRR}, volume = {abs/1809.08926}, year = {2018}, url = {http://arxiv.org/abs/1809.08926}, eprinttype = {arXiv}, eprint = {1809.08926}, timestamp = {Mon, 15 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-08926.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-12081, author = {Lijun Wu and Fei Tian and Yingce Xia and Yang Fan and Tao Qin and Jianhuang Lai and Tie{-}Yan Liu}, title = {Learning to Teach with Dynamic Loss Functions}, journal = {CoRR}, volume = {abs/1810.12081}, year = {2018}, url = {http://arxiv.org/abs/1810.12081}, eprinttype = {arXiv}, eprint = {1810.12081}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-12081.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-05121, author = {Chang Xu and Weiran Huang and Hongwei Wang and Gang Wang and Tie{-}Yan Liu}, title = {Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks}, journal = {CoRR}, volume = {abs/1811.05121}, year = {2018}, url = {http://arxiv.org/abs/1811.05121}, eprinttype = {arXiv}, eprint = {1811.05121}, timestamp = {Fri, 17 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-05121.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-09664, author = {Junliang Guo and Xu Tan and Di He and Tao Qin and Linli Xu and Tie{-}Yan Liu}, title = {Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input}, journal = {CoRR}, volume = {abs/1812.09664}, year = {2018}, url = {http://arxiv.org/abs/1812.09664}, eprinttype = {arXiv}, eprint = {1812.09664}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-09664.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/XiaQDLZYL17, author = {Yingce Xia and Tao Qin and Wenkui Ding and Haifang Li and Xudong Zhang and Nenghai Yu and Tie{-}Yan Liu}, title = {Finite budget analysis of multi-armed bandit problems}, journal = {Neurocomputing}, volume = {258}, pages = {13--29}, year = {2017}, url = {https://doi.org/10.1016/j.neucom.2016.12.079}, doi = {10.1016/J.NEUCOM.2016.12.079}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/XiaQDLZYL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/HolmesLLKSZ17, author = {Geoffrey Holmes and Tie{-}Yan Liu and Hang Li and Irwin King and Masashi Sugiyama and Zhi{-}Hua Zhou}, title = {Introduction: special issue of selected papers from {ACML} 2015}, journal = {Mach. Learn.}, volume = {106}, number = {4}, pages = {459--461}, year = {2017}, url = {https://doi.org/10.1007/s10994-017-5636-6}, doi = {10.1007/S10994-017-5636-6}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/HolmesLLKSZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/RongQAL17, author = {Jiang Rong and Tao Qin and Bo An and Tie{-}Yan Liu}, editor = {Satinder Singh and Shaul Markovitch}, title = {Revenue Maximization for Finitely Repeated Ad Auctions}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {663--669}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10604}, doi = {10.1609/AAAI.V31I1.10604}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/RongQAL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangMQSL17, author = {Jia Zhang and Weidong Ma and Tao Qin and Xiaoming Sun and Tie{-}Yan Liu}, editor = {Satinder Singh and Shaul Markovitch}, title = {Randomized Mechanisms for Selling Reserved Instances in Cloud Computing}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {750--757}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10596}, doi = {10.1609/AAAI.V31I1.10596}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/ZhangMQSL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MengCYWML17, author = {Qi Meng and Wei Chen and Jingcheng Yu and Taifeng Wang and Zhiming Ma and Tie{-}Yan Liu}, editor = {Satinder Singh and Shaul Markovitch}, title = {Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {2329--2335}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10910}, doi = {10.1609/AAAI.V31I1.10910}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MengCYWML17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MengWCWML17, author = {Qi Meng and Yue Wang and Wei Chen and Taifeng Wang and Zhiming Ma and Tie{-}Yan Liu}, editor = {Satinder Singh and Shaul Markovitch}, title = {Generalization Error Bounds for Optimization Algorithms via Stability}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {2336--2342}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10919}, doi = {10.1609/AAAI.V31I1.10919}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MengWCWML17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/RongQAL17, author = {Jiang Rong and Tao Qin and Bo An and Tie{-}Yan Liu}, editor = {Kate Larson and Michael Winikoff and Sanmay Das and Edmund H. Durfee}, title = {Pricing Optimization for Selling Reusable Resources}, booktitle = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017}, pages = {1719--1721}, publisher = {{ACM}}, year = {2017}, url = {http://dl.acm.org/citation.cfm?id=3091416}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/RongQAL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmcs/XuQBWL17, author = {Chang Xu and Tao Qin and Yalong Bai and Gang Wang and Tie{-}Yan Liu}, title = {Convolutional neural networks for posed and spontaneous expression recognition}, booktitle = {2017 {IEEE} International Conference on Multimedia and Expo, {ICME} 2017, Hong Kong, China, July 10-14, 2017}, pages = {769--774}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICME.2017.8019373}, doi = {10.1109/ICME.2017.8019373}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmcs/XuQBWL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/XiaQCBYL17, author = {Yingce Xia and Tao Qin and Wei Chen and Jiang Bian and Nenghai Yu and Tie{-}Yan Liu}, editor = {Doina Precup and Yee Whye Teh}, title = {Dual Supervised Learning}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {3789--3798}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/xia17a.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/XiaQCBYL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ZhengMWCYML17, author = {Shuxin Zheng and Qi Meng and Taifeng Wang and Wei Chen and Nenghai Yu and Zhiming Ma and Tie{-}Yan Liu}, editor = {Doina Precup and Yee Whye Teh}, title = {Asynchronous Stochastic Gradient Descent with Delay Compensation}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {4120--4129}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/zheng17b.html}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ZhengMWCYML17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/WuZQLL17, author = {Lijun Wu and Li Zhao and Tao Qin and Jianhuang Lai and Tie{-}Yan Liu}, editor = {Carles Sierra}, title = {Sequence Prediction with Unlabeled Data by Reward Function Learning}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {3098--3104}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/432}, doi = {10.24963/IJCAI.2017/432}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/WuZQLL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/XiaBQYL17, author = {Yingce Xia and Jiang Bian and Tao Qin and Nenghai Yu and Tie{-}Yan Liu}, editor = {Carles Sierra}, title = {Dual Inference for Machine Learning}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {3112--3118}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/434}, doi = {10.24963/IJCAI.2017/434}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/XiaBQYL17.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/ijcai/ChenHLMQTWZ17, author = {Xujin Chen and Xiaodong Hu and Tie{-}Yan Liu and Weidong Ma and Tao Qin and Pingzhong Tang and Changjun Wang and Bo Zheng}, editor = {Carles Sierra}, title = {Efficient Mechanism Design for Online Scheduling (Extended Abstract)}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {4985--4989}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/707}, doi = {10.24963/IJCAI.2017/707}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/ChenHLMQTWZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HeLXQ0L17, author = {Di He and Hanqing Lu and Yingce Xia and Tao Qin and Liwei Wang and Tie{-}Yan Liu}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Decoding with Value Networks for Neural Machine Translation}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {178--187}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/2b24d495052a8ce66358eb576b8912c8-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/HeLXQ0L17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/XiaTWLQYL17, author = {Yingce Xia and Fei Tian and Lijun Wu and Jianxin Lin and Tao Qin and Nenghai Yu and Tie{-}Yan Liu}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Deliberation Networks: Sequence Generation Beyond One-Pass Decoding}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {1784--1794}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/c6036a69be21cb660499b75718a3ef24-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/XiaTWLQYL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KeMFWCMYL17, author = {Guolin Ke and Qi Meng and Thomas Finley and Taifeng Wang and Wei Chen and Weidong Ma and Qiwei Ye and Tie{-}Yan Liu}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {LightGBM: {A} Highly Efficient Gradient Boosting Decision Tree}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {3146--3154}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/6449f44a102fde848669bdd9eb6b76fa-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KeMFWCMYL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangCLML17, author = {Yue Wang and Wei Chen and Yuting Liu and Zhiming Ma and Tie{-}Yan Liu}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Finite sample analysis of the {GTD} Policy Evaluation Algorithms in Markov Setting}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {5504--5513}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/353de26971b93af88da102641069b440-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WangCLML17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/SunCBLL17, author = {Shizhao Sun and Wei Chen and Jiang Bian and Xiaoguang Liu and Tie{-}Yan Liu}, editor = {Michelangelo Ceci and Jaakko Hollm{\'{e}}n and Ljupco Todorovski and Celine Vens and Saso Dzeroski}, title = {Ensemble-Compression: {A} New Method for Parallel Training of Deep Neural Networks}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10534}, pages = {187--202}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-71249-9\_12}, doi = {10.1007/978-3-319-71249-9\_12}, timestamp = {Thu, 25 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/SunCBLL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/XiaTQYL17, author = {Yingce Xia and Fei Tian and Tao Qin and Nenghai Yu and Tie{-}Yan Liu}, editor = {Michelangelo Ceci and Jaakko Hollm{\'{e}}n and Ljupco Todorovski and Celine Vens and Saso Dzeroski}, title = {Sequence Generation with Target Attention}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10534}, pages = {816--831}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-71249-9\_49}, doi = {10.1007/978-3-319-71249-9\_49}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/XiaTQYL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/XiongCL17, author = {Chenyan Xiong and Jamie Callan and Tie{-}Yan Liu}, editor = {Noriko Kando and Tetsuya Sakai and Hideo Joho and Hang Li and Arjen P. de Vries and Ryen W. White}, title = {Word-Entity Duet Representations for Document Ranking}, booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017}, pages = {763--772}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3077136.3080768}, doi = {10.1145/3077136.3080768}, timestamp = {Tue, 06 Nov 2018 11:07:22 +0100}, biburl = {https://dblp.org/rec/conf/sigir/XiongCL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wine/HeKLMQR17, author = {Di He and Aadharsh Kannan and Tie{-}Yan Liu and R. Preston McAfee and Tao Qin and Justin M. Rao}, editor = {Nikhil R. Devanur and Pinyan Lu}, title = {Scale Effects in Web Search}, booktitle = {Web and Internet Economics - 13th International Conference, {WINE} 2017, Bangalore, India, December 17-20, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10660}, pages = {294--310}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-71924-5\_21}, doi = {10.1007/978-3-319-71924-5\_21}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wine/HeKLMQR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/LiuCW17, author = {Tie{-}Yan Liu and Wei Chen and Taifeng Wang}, editor = {Rick Barrett and Rick Cummings and Eugene Agichtein and Evgeniy Gabrilovich}, title = {Distributed Machine Learning: Foundations, Trends, and Practices}, booktitle = {Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017}, pages = {913--915}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3041021.3051099}, doi = {10.1145/3041021.3051099}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/LiuCW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FanTQBL17, author = {Yang Fan and Fei Tian and Tao Qin and Jiang Bian and Tie{-}Yan Liu}, title = {Learning What Data to Learn}, journal = {CoRR}, volume = {abs/1702.08635}, year = {2017}, url = {http://arxiv.org/abs/1702.08635}, eprinttype = {arXiv}, eprint = {1702.08635}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/FanTQBL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WuXZTQLL17, author = {Lijun Wu and Yingce Xia and Li Zhao and Fei Tian and Tao Qin and Jianhuang Lai and Tie{-}Yan Liu}, title = {Adversarial Neural Machine Translation}, journal = {CoRR}, volume = {abs/1704.06933}, year = {2017}, url = {http://arxiv.org/abs/1704.06933}, eprinttype = {arXiv}, eprint = {1704.06933}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/WuXZTQLL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/XuQWL17, author = {Chang Xu and Tao Qin and Gang Wang and Tie{-}Yan Liu}, title = {Reinforcement Learning for Learning Rate Control}, journal = {CoRR}, volume = {abs/1705.11159}, year = {2017}, url = {http://arxiv.org/abs/1705.11159}, eprinttype = {arXiv}, eprint = {1705.11159}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/XuQWL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/XiongCL17, author = {Chenyan Xiong and Jamie Callan and Tie{-}Yan Liu}, title = {Word-Entity Duet Representations for Document Ranking}, journal = {CoRR}, volume = {abs/1706.06636}, year = {2017}, url = {http://arxiv.org/abs/1706.06636}, eprinttype = {arXiv}, eprint = {1706.06636}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/XiongCL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/XiaQCBYL17, author = {Yingce Xia and Tao Qin and Wei Chen and Jiang Bian and Nenghai Yu and Tie{-}Yan Liu}, title = {Dual Supervised Learning}, journal = {CoRR}, volume = {abs/1707.00415}, year = {2017}, url = {http://arxiv.org/abs/1707.00415}, eprinttype = {arXiv}, eprint = {1707.00415}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/XiaQCBYL17.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-1709-09393, author = {Shizhao Sun and Wei Chen and Jiang Bian and Xiaoguang Liu and Tie{-}Yan Liu}, title = {Slim-DP: {A} Light Communication Data Parallelism for {DNN}}, journal = {CoRR}, volume = {abs/1709.09393}, year = {2017}, url = {http://arxiv.org/abs/1709.09393}, eprinttype = {arXiv}, eprint = {1709.09393}, timestamp = {Thu, 25 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-09393.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-10432, author = {Qi Meng and Wei Chen and Yue Wang and Zhiming Ma and Tie{-}Yan Liu}, title = {Convergence Analysis of Distributed Stochastic Gradient Descent with Shuffling}, journal = {CoRR}, volume = {abs/1709.10432}, year = {2017}, url = {http://arxiv.org/abs/1709.10432}, eprinttype = {arXiv}, eprint = {1709.10432}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-10432.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/ChenHLMQTWZ16, author = {Xujin Chen and Xiaodong Hu and Tie{-}Yan Liu and Weidong Ma and Tao Qin and Pingzhong Tang and Changjun Wang and Bo Zheng}, title = {Efficient Mechanism Design for Online Scheduling}, journal = {J. Artif. Intell. Res.}, volume = {56}, pages = {429--461}, year = {2016}, url = {https://doi.org/10.1613/jair.5100}, doi = {10.1613/JAIR.5100}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jair/ChenHLMQTWZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcst/TianGCL16, author = {Fei Tian and Bin Gao and Enhong Chen and Tie{-}Yan Liu}, title = {Learning Better Word Embedding by Asymmetric Low-Rank Projection of Knowledge Graph}, journal = {J. Comput. Sci. Technol.}, volume = {31}, number = {3}, pages = {624--634}, year = {2016}, url = {https://doi.org/10.1007/s11390-016-1651-5}, doi = {10.1007/S11390-016-1651-5}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcst/TianGCL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tc/XuWLGL16, author = {Chang Xu and Gang Wang and Xiaoguang Liu and Dongdong Guo and Tie{-}Yan Liu}, title = {Health Status Assessment and Failure Prediction for Hard Drives with Recurrent Neural Networks}, journal = {{IEEE} Trans. Computers}, volume = {65}, number = {11}, pages = {3502--3508}, year = {2016}, url = {https://doi.org/10.1109/TC.2016.2538237}, doi = {10.1109/TC.2016.2538237}, timestamp = {Thu, 25 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tc/XuWLGL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcyb/WeiGLWLL16, author = {Wei Wei and Bin Gao and Tie{-}Yan Liu and Taifeng Wang and Guohui Li and Hang Li}, title = {A Ranking Approach on Large-Scale Graph With Multidimensional Heterogeneous Information}, journal = {{IEEE} Trans. Cybern.}, volume = {46}, number = {4}, pages = {930--944}, year = {2016}, url = {https://doi.org/10.1109/TCYB.2015.2418233}, doi = {10.1109/TCYB.2015.2418233}, timestamp = {Fri, 03 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcyb/WeiGLWLL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/WangHLMCV16, author = {Shuaiqiang Wang and Shanshan Huang and Tie{-}Yan Liu and Jun Ma and Zhumin Chen and Jari Veijalainen}, title = {Ranking-Oriented Collaborative Filtering: {A} Listwise Approach}, journal = {{ACM} Trans. Inf. Syst.}, volume = {35}, number = {2}, pages = {10:1--10:28}, year = {2016}, url = {https://doi.org/10.1145/2960408}, doi = {10.1145/2960408}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tois/WangHLMCV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/SunCWLL16, author = {Shizhao Sun and Wei Chen and Liwei Wang and Xiaoguang Liu and Tie{-}Yan Liu}, editor = {Dale Schuurmans and Michael P. Wellman}, title = {On the Depth of Deep Neural Networks: {A} Theoretical View}, booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}}, pages = {2066--2072}, publisher = {{AAAI} Press}, year = {2016}, url = {https://doi.org/10.1609/aaai.v30i1.10243}, doi = {10.1609/AAAI.V30I1.10243}, timestamp = {Mon, 04 Sep 2023 15:08:28 +0200}, biburl = {https://dblp.org/rec/conf/aaai/SunCWLL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/LiuMQTYZ16, author = {Tie{-}Yan Liu and Weidong Ma and Tao Qin and Pingzhong Tang and Guang Yang and Bo Zheng}, editor = {Catholijn M. Jonker and Stacy Marsella and John Thangarajah and Karl Tuyls}, title = {Online Non-Preemptive Story Scheduling in Web Advertising}, booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents {\&} Multiagent Systems, Singapore, May 9-13, 2016}, pages = {269--277}, publisher = {{ACM}}, year = {2016}, url = {http://dl.acm.org/citation.cfm?id=2936965}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/LiuMQTYZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/XiaQYL16, author = {Yingce Xia and Tao Qin and Nenghai Yu and Tie{-}Yan Liu}, editor = {Catholijn M. Jonker and Stacy Marsella and John Thangarajah and Karl Tuyls}, title = {Best Action Selection in a Stochastic Environment}, booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents {\&} Multiagent Systems, Singapore, May 9-13, 2016}, pages = {758--766}, publisher = {{ACM}}, year = {2016}, url = {http://dl.acm.org/citation.cfm?id=2937036}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/XiaQYL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/RongQAL16, author = {Jiang Rong and Tao Qin and Bo An and Tie{-}Yan Liu}, editor = {Catholijn M. Jonker and Stacy Marsella and John Thangarajah and Karl Tuyls}, title = {Optimal Sample Size for Adword Auctions: (Extended Abstract)}, booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents {\&} Multiagent Systems, Singapore, May 9-13, 2016}, pages = {1459--1460}, publisher = {{ACM}}, year = {2016}, url = {http://dl.acm.org/citation.cfm?id=2937209}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/RongQAL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/RongQAL16, author = {Jiang Rong and Tao Qin and Bo An and Tie{-}Yan Liu}, editor = {Gal A. Kaminka and Maria Fox and Paolo Bouquet and Eyke H{\"{u}}llermeier and Virginia Dignum and Frank Dignum and Frank van Harmelen}, title = {Modeling Bounded Rationality for Sponsored Search Auctions}, booktitle = {{ECAI} 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands - Including Prestigious Applications of Artificial Intelligence {(PAIS} 2016)}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {285}, pages = {515--523}, publisher = {{IOS} Press}, year = {2016}, url = {https://doi.org/10.3233/978-1-61499-672-9-515}, doi = {10.3233/978-1-61499-672-9-515}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ecai/RongQAL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/WangTGZBL16, author = {Huazheng Wang and Fei Tian and Bin Gao and Chengjieren Zhu and Jiang Bian and Tie{-}Yan Liu}, editor = {Jian Su and Xavier Carreras and Kevin Duh}, title = {Solving Verbal Questions in {IQ} Test by Knowledge-Powered Word Embedding}, booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4, 2016}, pages = {541--550}, publisher = {The Association for Computational Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/d16-1052}, doi = {10.18653/V1/D16-1052}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/WangTGZBL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ictir/XiongCL16, author = {Chenyan Xiong and Jamie Callan and Tie{-}Yan Liu}, editor = {Ben Carterette and Hui Fang and Mounia Lalmas and Jian{-}Yun Nie}, title = {Bag-of-Entities Representation for Ranking}, booktitle = {Proceedings of the 2016 {ACM} on International Conference on the Theory of Information Retrieval, {ICTIR} 2016, Newark, DE, USA, September 12- 6, 2016}, pages = {181--184}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2970398.2970423}, doi = {10.1145/2970398.2970423}, timestamp = {Tue, 06 Nov 2018 11:07:20 +0100}, biburl = {https://dblp.org/rec/conf/ictir/XiongCL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/MengCYWML16, author = {Qi Meng and Wei Chen and Jingcheng Yu and Taifeng Wang and Zhiming Ma and Tie{-}Yan Liu}, editor = {Subbarao Kambhampati}, title = {Asynchronous Accelerated Stochastic Gradient Descent}, booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016}, pages = {1853--1859}, publisher = {{IJCAI/AAAI} Press}, year = {2016}, url = {http://www.ijcai.org/Abstract/16/265}, timestamp = {Tue, 20 Aug 2019 16:19:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/MengCYWML16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/XiaQMYL16, author = {Yingce Xia and Tao Qin and Weidong Ma and Nenghai Yu and Tie{-}Yan Liu}, editor = {Subbarao Kambhampati}, title = {Budgeted Multi-Armed Bandits with Multiple Plays}, booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016}, pages = {2210--2216}, publisher = {{IJCAI/AAAI} Press}, year = {2016}, url = {http://www.ijcai.org/Abstract/16/315}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/XiaQMYL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HeXQWYLM16, author = {Di He and Yingce Xia and Tao Qin and Liwei Wang and Nenghai Yu and Tie{-}Yan Liu and Wei{-}Ying Ma}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {Dual Learning for Machine Translation}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {820--828}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/5b69b9cb83065d403869739ae7f0995e-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/HeXQWYLM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MengKWCYML16, author = {Qi Meng and Guolin Ke and Taifeng Wang and Wei Chen and Qiwei Ye and Zhiming Ma and Tie{-}Yan Liu}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {A Communication-Efficient Parallel Algorithm for Decision Tree}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {1271--1279}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/10a5ab2db37feedfdeaab192ead4ac0e-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MengKWCYML16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiQYHL16, author = {Xiang Li and Tao Qin and Jian Yang and Tie{-}Yan Liu}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {LightRNN: Memory and Computation-Efficient Recurrent Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {4385--4393}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/c3e4035af2a1cde9f21e1ae1951ac80b-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LiQYHL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TianGHL16, author = {Fei Tian and Bin Gao and Di He and Tie{-}Yan Liu}, title = {Sentence Level Recurrent Topic Model: Letting Topics Speak for Themselves}, journal = {CoRR}, volume = {abs/1604.02038}, year = {2016}, url = {http://arxiv.org/abs/1604.02038}, eprinttype = {arXiv}, eprint = {1604.02038}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/TianGHL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SunCL16a, author = {Shizhao Sun and Wei Chen and Jiang Bian and Xiaoguang Liu and Tie{-}Yan Liu}, title = {Ensemble-Compression: {A} New Method for Parallel Training of Deep Neural Networks}, journal = {CoRR}, volume = {abs/1606.00575}, year = {2016}, url = {http://arxiv.org/abs/1606.00575}, eprinttype = {arXiv}, eprint = {1606.00575}, timestamp = {Thu, 25 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/SunCL16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhengMWCYML16, author = {Shuxin Zheng and Qi Meng and Taifeng Wang and Wei Chen and Nenghai Yu and Zhiming Ma and Tie{-}Yan Liu}, title = {Asynchronous Stochastic Gradient Descent with Delay Compensation for Distributed Deep Learning}, journal = {CoRR}, volume = {abs/1609.08326}, year = {2016}, url = {http://arxiv.org/abs/1609.08326}, eprinttype = {arXiv}, eprint = {1609.08326}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/ZhengMWCYML16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MengWCWML16, author = {Qi Meng and Yue Wang and Wei Chen and Taifeng Wang and Zhiming Ma and Tie{-}Yan Liu}, title = {Generalization Error Bounds for Optimization Algorithms via Stability}, journal = {CoRR}, volume = {abs/1609.08397}, year = {2016}, url = {http://arxiv.org/abs/1609.08397}, eprinttype = {arXiv}, eprint = {1609.08397}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MengWCWML16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MengCYWML16, author = {Qi Meng and Wei Chen and Jingcheng Yu and Taifeng Wang and Zhiming Ma and Tie{-}Yan Liu}, title = {Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction}, journal = {CoRR}, volume = {abs/1609.08435}, year = {2016}, url = {http://arxiv.org/abs/1609.08435}, eprinttype = {arXiv}, eprint = {1609.08435}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MengCYWML16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiQYL16, author = {Xiang Li and Tao Qin and Jian Yang and Tie{-}Yan Liu}, title = {LightRNN: Memory and Computation-Efficient Recurrent Neural Networks}, journal = {CoRR}, volume = {abs/1610.09893}, year = {2016}, url = {http://arxiv.org/abs/1610.09893}, eprinttype = {arXiv}, eprint = {1610.09893}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/LiQYL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/XiaHQWYLM16, author = {Yingce Xia and Di He and Tao Qin and Liwei Wang and Nenghai Yu and Tie{-}Yan Liu and Wei{-}Ying Ma}, title = {Dual Learning for Machine Translation}, journal = {CoRR}, volume = {abs/1611.00179}, year = {2016}, url = {http://arxiv.org/abs/1611.00179}, eprinttype = {arXiv}, eprint = {1611.00179}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/XiaHQWYLM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MengKWCYML16, author = {Qi Meng and Guolin Ke and Taifeng Wang and Wei Chen and Qiwei Ye and Zhiming Ma and Tie{-}Yan Liu}, title = {A Communication-Efficient Parallel Algorithm for Decision Tree}, journal = {CoRR}, volume = {abs/1611.01276}, year = {2016}, url = {http://arxiv.org/abs/1611.01276}, eprinttype = {arXiv}, eprint = {1611.01276}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MengKWCYML16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangMQSL16, author = {Jia Zhang and Weidong Ma and Tao Qin and Xiaoming Sun and Tie{-}Yan Liu}, title = {Randomized Mechanisms for Selling Reserved Instances in Cloud}, journal = {CoRR}, volume = {abs/1611.07379}, year = {2016}, url = {http://arxiv.org/abs/1611.07379}, eprinttype = {arXiv}, eprint = {1611.07379}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/ZhangMQSL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcst/CuiBGL15, author = {Qing Cui and Feng{-}Shan Bai and Bin Gao and Tie{-}Yan Liu}, title = {Global Optimization for Advertisement Selection in Sponsored Search}, journal = {J. Comput. Sci. Technol.}, volume = {30}, number = {2}, pages = {295--310}, year = {2015}, url = {https://doi.org/10.1007/s11390-015-1523-4}, doi = {10.1007/S11390-015-1523-4}, timestamp = {Fri, 03 Nov 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcst/CuiBGL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/CuiGBQDL15, author = {Qing Cui and Bin Gao and Jiang Bian and Siyu Qiu and Hanjun Dai and Tie{-}Yan Liu}, title = {{KNET:} {A} General Framework for Learning Word Embedding Using Morphological Knowledge}, journal = {{ACM} Trans. Inf. Syst.}, volume = {34}, number = {1}, pages = {4:1--4:25}, year = {2015}, url = {https://doi.org/10.1145/2797137}, doi = {10.1145/2797137}, timestamp = {Tue, 03 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tois/CuiGBQDL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LiTCQML15, author = {Haifang Li and Fei Tian and Wei Chen and Tao Qin and Zhiming Ma and Tie{-}Yan Liu}, editor = {Blai Bonet and Sven Koenig}, title = {Generalization Analysis for Game-Theoretic Machine Learning}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {2089--2095}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i1.9436}, doi = {10.1609/AAAI.V29I1.9436}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/LiTCQML15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LiuCQ15, author = {Tie{-}Yan Liu and Wei Chen and Tao Qin}, editor = {Blai Bonet and Sven Koenig}, title = {Mechanism Learning with Mechanism Induced Data}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {4037--4041}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i1.9764}, doi = {10.1609/AAAI.V29I1.9764}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/LiuCQ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acml/HolmesL15, author = {Geoffrey Holmes and Tie{-}Yan Liu}, title = {Preface}, booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML} 2015, Hong Kong, November 20-22, 2015}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {45}, pages = {7}, publisher = {JMLR.org}, year = {2015}, url = {http://proceedings.mlr.press/v45/preface.html}, timestamp = {Thu, 19 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acml/HolmesL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/ChenQL15, author = {Binyi Chen and Tao Qin and Tie{-}Yan Liu}, editor = {Gerhard Weiss and Pinar Yolum and Rafael H. Bordini and Edith Elkind}, title = {Mechanism Design for Daily Deals}, booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015}, pages = {327--335}, publisher = {{ACM}}, year = {2015}, url = {http://dl.acm.org/citation.cfm?id=2772923}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/ChenQL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/XuQQL15, author = {Bolei Xu and Tao Qin and Guoping Qiu and Tie{-}Yan Liu}, editor = {Gerhard Weiss and Pinar Yolum and Rafael H. Bordini and Edith Elkind}, title = {Competitive Pricing for Cloud Computing in an Evolutionary Market}, booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015}, pages = {1755--1756}, publisher = {{ACM}}, year = {2015}, url = {http://dl.acm.org/citation.cfm?id=2773420}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/XuQQL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/WangMQYLCH15, author = {Changjun Wang and Weidong Ma and Tao Qin and Feidiao Yang and Tie{-}Yan Liu and Xujin Chen and Xiao{-}Dong Hu}, editor = {Gerhard Weiss and Pinar Yolum and Rafael H. Bordini and Edith Elkind}, title = {New Mechanism for Reservation in Cloud Computing}, booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015}, pages = {1765--1766}, publisher = {{ACM}}, year = {2015}, url = {http://dl.acm.org/citation.cfm?id=2773425}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/WangMQYLCH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/XuQQL15, author = {Bolei Xu and Tao Qin and Guoping Qiu and Tie{-}Yan Liu}, editor = {Qiang Yang and Michael J. Wooldridge}, title = {Optimal Pricing for the Competitive and Evolutionary Cloud Market}, booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July 25-31, 2015}, pages = {139--145}, publisher = {{AAAI} Press}, year = {2015}, url = {http://ijcai.org/Abstract/15/027}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/XuQQL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/WangMQCHL15, author = {Changjun Wang and Weidong Ma and Tao Qin and Xujin Chen and Xiaodong Hu and Tie{-}Yan Liu}, editor = {Qiang Yang and Michael J. Wooldridge}, title = {Selling Reserved Instances in Cloud Computing}, booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July 25-31, 2015}, pages = {224--231}, publisher = {{AAAI} Press}, year = {2015}, url = {http://ijcai.org/Abstract/15/038}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/WangMQCHL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/XiaLQYL15, author = {Yingce Xia and Haifang Li and Tao Qin and Nenghai Yu and Tie{-}Yan Liu}, editor = {Qiang Yang and Michael J. Wooldridge}, title = {Thompson Sampling for Budgeted Multi-Armed Bandits}, booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July 25-31, 2015}, pages = {3960--3966}, publisher = {{AAAI} Press}, year = {2015}, url = {http://ijcai.org/Abstract/15/556}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/XiaLQYL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/HuangWLMCV15, author = {Shanshan Huang and Shuaiqiang Wang and Tie{-}Yan Liu and Jun Ma and Zhumin Chen and Jari Veijalainen}, editor = {Ricardo Baeza{-}Yates and Mounia Lalmas and Alistair Moffat and Berthier A. Ribeiro{-}Neto}, title = {Listwise Collaborative Filtering}, booktitle = {Proceedings of the 38th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015}, pages = {343--352}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2766462.2767693}, doi = {10.1145/2766462.2767693}, timestamp = {Thu, 02 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/HuangWLMCV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/YuanGHDWZXLM15, author = {Jinhui Yuan and Fei Gao and Qirong Ho and Wei Dai and Jinliang Wei and Xun Zheng and Eric Poe Xing and Tie{-}Yan Liu and Wei{-}Ying Ma}, editor = {Aldo Gangemi and Stefano Leonardi and Alessandro Panconesi}, title = {LightLDA: Big Topic Models on Modest Computer Clusters}, booktitle = {Proceedings of the 24th International Conference on World Wide Web, {WWW} 2015, Florence, Italy, May 18-22, 2015}, pages = {1351--1361}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2736277.2741115}, doi = {10.1145/2736277.2741115}, timestamp = {Tue, 11 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/YuanGHDWZXLM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/socinfo/2015, editor = {Tie{-}Yan Liu and Christie Napa Scollon and Wenwu Zhu}, title = {Social Informatics - 7th International Conference, SocInfo 2015, Beijing, China, December 9-12, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9471}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-27433-1}, doi = {10.1007/978-3-319-27433-1}, isbn = {978-3-319-27432-4}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/socinfo/2015.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/XiaLQYL15, author = {Yingce Xia and Haifang Li and Tao Qin and Nenghai Yu and Tie{-}Yan Liu}, title = {Thompson Sampling for Budgeted Multi-armed Bandits}, journal = {CoRR}, volume = {abs/1505.00146}, year = {2015}, url = {http://arxiv.org/abs/1505.00146}, eprinttype = {arXiv}, eprint = {1505.00146}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/XiaLQYL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TianGCL15, author = {Fei Tian and Bin Gao and Enhong Chen and Tie{-}Yan Liu}, title = {Learning Better Word Embedding by Asymmetric Low-Rank Projection of Knowledge Graph}, journal = {CoRR}, volume = {abs/1505.04891}, year = {2015}, url = {http://arxiv.org/abs/1505.04891}, eprinttype = {arXiv}, eprint = {1505.04891}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TianGCL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WangGBTL15, author = {Huazheng Wang and Bin Gao and Jiang Bian and Fei Tian and Tie{-}Yan Liu}, title = {Solving Verbal Comprehension Questions in {IQ} Test by Knowledge-Powered Word Embedding}, journal = {CoRR}, volume = {abs/1505.07909}, year = {2015}, url = {http://arxiv.org/abs/1505.07909}, eprinttype = {arXiv}, eprint = {1505.07909}, timestamp = {Tue, 03 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WangGBTL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SunCWL15, author = {Shizhao Sun and Wei Chen and Liwei Wang and Tie{-}Yan Liu}, title = {Large Margin Deep Neural Networks: Theory and Algorithms}, journal = {CoRR}, volume = {abs/1506.05232}, year = {2015}, url = {http://arxiv.org/abs/1506.05232}, eprinttype = {arXiv}, eprint = {1506.05232}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SunCWL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipm/ZhangZGYL14, author = {Ying Zhang and Weinan Zhang and Bin Gao and Xiaojie Yuan and Tie{-}Yan Liu}, title = {Bid keyword suggestion in sponsored search based on competitiveness and relevance}, journal = {Inf. Process. Manag.}, volume = {50}, number = {4}, pages = {508--523}, year = {2014}, url = {https://doi.org/10.1016/j.ipm.2014.02.004}, doi = {10.1016/J.IPM.2014.02.004}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ipm/ZhangZGYL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/KimQLY14, author = {Sungchul Kim and Tao Qin and Tie{-}Yan Liu and Hwanjo Yu}, title = {Advertiser-centric approach to understand user click behavior in sponsored search}, journal = {Inf. Sci.}, volume = {276}, pages = {242--254}, year = {2014}, url = {https://doi.org/10.1016/j.ins.2014.02.058}, doi = {10.1016/J.INS.2014.02.058}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/KimQLY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/QinCL14, author = {Tao Qin and Wei Chen and Tie{-}Yan Liu}, title = {Sponsored Search Auctions: Recent Advances and Future Directions}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {5}, number = {4}, pages = {60:1--60:34}, year = {2014}, url = {https://doi.org/10.1145/2668108}, doi = {10.1145/2668108}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tist/QinCL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/XiaQYL14, author = {Yingce Xia and Tao Qin and Nenghai Yu and Tie{-}Yan Liu}, editor = {Carla E. Brodley and Peter Stone}, title = {Incentivizing High-Quality Content from Heterogeneous Users: On the Existence of Nash Equilibrium}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {819--825}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.8824}, doi = {10.1609/AAAI.V28I1.8824}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/XiaQYL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TianGCCL14, author = {Fei Tian and Bin Gao and Qing Cui and Enhong Chen and Tie{-}Yan Liu}, editor = {Carla E. Brodley and Peter Stone}, title = {Learning Deep Representations for Graph Clustering}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {1293--1299}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.8916}, doi = {10.1609/AAAI.V28I1.8916}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/TianGCCL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TianLCQCL14, author = {Fei Tian and Haifang Li and Wei Chen and Tao Qin and Enhong Chen and Tie{-}Yan Liu}, editor = {Carla E. Brodley and Peter Stone}, title = {Agent Behavior Prediction and Its Generalization Analysis}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {1300--1306}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.8914}, doi = {10.1609/AAAI.V28I1.8914}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/TianLCQCL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangDXFWBWL14, author = {Yuyu Zhang and Hanjun Dai and Chang Xu and Jun Feng and Taifeng Wang and Jiang Bian and Bin Wang and Tie{-}Yan Liu}, editor = {Carla E. Brodley and Peter Stone}, title = {Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {1369--1375}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.8917}, doi = {10.1609/AAAI.V28I1.8917}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhangDXFWBWL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/MaWQL14, author = {Weidong Ma and Tao Wu and Tao Qin and Tie{-}Yan Liu}, editor = {Ana L. C. Bazzan and Michael N. Huhns and Alessio Lomuscio and Paul Scerri}, title = {Generalized second price auctions with value externalities}, booktitle = {International conference on Autonomous Agents and Multi-Agent Systems, {AAMAS} '14, Paris, France, May 5-9, 2014}, pages = {1457--1458}, publisher = {{IFAAMAS/ACM}}, year = {2014}, url = {http://dl.acm.org/citation.cfm?id=2617521}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/MaWQL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/XuBBGWLL14, author = {Chang Xu and Yalong Bai and Jiang Bian and Bin Gao and Gang Wang and Xiaoguang Liu and Tie{-}Yan Liu}, editor = {Jianzhong Li and Xiaoyang Sean Wang and Minos N. Garofalakis and Ian Soboroff and Torsten Suel and Min Wang}, title = {{RC-NET:} {A} General Framework for Incorporating Knowledge into Word Representations}, booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference on Information and Knowledge Management, {CIKM} 2014, Shanghai, China, November 3-7, 2014}, pages = {1219--1228}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2661829.2662038}, doi = {10.1145/2661829.2662038}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/XuBBGWLL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coling/QiuCBGL14, author = {Siyu Qiu and Qing Cui and Jiang Bian and Bin Gao and Tie{-}Yan Liu}, editor = {Jan Hajic and Junichi Tsujii}, title = {Co-learning of Word Representations and Morpheme Representations}, booktitle = {{COLING} 2014, 25th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, August 23-29, 2014, Dublin, Ireland}, pages = {141--150}, publisher = {{ACL}}, year = {2014}, url = {https://aclanthology.org/C14-1015/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/coling/QiuCBGL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coling/TianDBGZCL14, author = {Fei Tian and Hanjun Dai and Jiang Bian and Bin Gao and Rui Zhang and Enhong Chen and Tie{-}Yan Liu}, editor = {Jan Hajic and Junichi Tsujii}, title = {A Probabilistic Model for Learning Multi-Prototype Word Embeddings}, booktitle = {{COLING} 2014, 25th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, August 23-29, 2014, Dublin, Ireland}, pages = {151--160}, publisher = {{ACL}}, year = {2014}, url = {https://aclanthology.org/C14-1016/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/coling/TianDBGZCL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/BianGL14, author = {Jiang Bian and Bin Gao and Tie{-}Yan Liu}, editor = {Toon Calders and Floriana Esposito and Eyke H{\"{u}}llermeier and Rosa Meo}, title = {Knowledge-Powered Deep Learning for Word Embedding}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {8724}, pages = {132--148}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-44848-9\_9}, doi = {10.1007/978-3-662-44848-9\_9}, timestamp = {Thu, 31 Oct 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/BianGL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigecom/ChenHLQTW14, author = {Wei Chen and Di He and Tie{-}Yan Liu and Tao Qin and Yixin Tao and Liwei Wang}, editor = {Moshe Babaioff and Vincent Conitzer and David A. Easley}, title = {Generalized second price auction with probabilistic broad match}, booktitle = {{ACM} Conference on Economics and Computation, {EC} '14, Stanford , CA, USA, June 8-12, 2014}, pages = {39--56}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2600057.2602828}, doi = {10.1145/2600057.2602828}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sigecom/ChenHLQTW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/FengBWCZL14, author = {Jun Feng and Jiang Bian and Taifeng Wang and Wei Chen and Xiaoyan Zhu and Tie{-}Yan Liu}, editor = {Ben Carterette and Fernando Diaz and Carlos Castillo and Donald Metzler}, title = {Sampling dilemma: towards effective data sampling for click prediction in sponsored search}, booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining, {WSDM} 2014, New York, NY, USA, February 24-28, 2014}, pages = {103--112}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2556195.2556242}, doi = {10.1145/2556195.2556242}, timestamp = {Sat, 28 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wsdm/FengBWCZL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/wine/2014, editor = {Tie{-}Yan Liu and Qi Qi and Yinyu Ye}, title = {Web and Internet Economics - 10th International Conference, {WINE} 2014, Beijing, China, December 14-17, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8877}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-13129-0}, doi = {10.1007/978-3-319-13129-0}, isbn = {978-3-319-13128-3}, timestamp = {Sun, 18 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wine/2014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MaZQTL14, author = {Weidong Ma and Bo Zheng and Tao Qin and Pingzhong Tang and Tie{-}Yan Liu}, title = {Online Mechanism Design for Cloud Computing}, journal = {CoRR}, volume = {abs/1403.1896}, year = {2014}, url = {http://arxiv.org/abs/1403.1896}, eprinttype = {arXiv}, eprint = {1403.1896}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/MaZQTL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChenHLQTW14, author = {Wei Chen and Di He and Tie{-}Yan Liu and Tao Qin and Yixin Tao and Liwei Wang}, title = {Generalized Second Price Auction with Probabilistic Broad Match}, journal = {CoRR}, volume = {abs/1404.3828}, year = {2014}, url = {http://arxiv.org/abs/1404.3828}, eprinttype = {arXiv}, eprint = {1404.3828}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/ChenHLQTW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TianLCQCL14, author = {Fei Tian and Haifang Li and Wei Chen and Tao Qin and Enhong Chen and Tie{-}Yan Liu}, title = {Agent Behavior Prediction and Its Generalization Analysis}, journal = {CoRR}, volume = {abs/1404.4960}, year = {2014}, url = {http://arxiv.org/abs/1404.4960}, eprinttype = {arXiv}, eprint = {1404.4960}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/TianLCQCL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/XiaQYL14, author = {Yingce Xia and Tao Qin and Nenghai Yu and Tie{-}Yan Liu}, title = {Incentivizing High-quality Content from Heterogeneous Users: On the Existence of Nash Equilibrium}, journal = {CoRR}, volume = {abs/1404.5155}, year = {2014}, url = {http://arxiv.org/abs/1404.5155}, eprinttype = {arXiv}, eprint = {1404.5155}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/XiaQYL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangDXFWBWL14, author = {Yuyu Zhang and Hanjun Dai and Chang Xu and Jun Feng and Taifeng Wang and Jiang Bian and Bin Wang and Tie{-}Yan Liu}, title = {Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks}, journal = {CoRR}, volume = {abs/1404.5772}, year = {2014}, url = {http://arxiv.org/abs/1404.5772}, eprinttype = {arXiv}, eprint = {1404.5772}, timestamp = {Mon, 14 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZhangDXFWBWL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HeCWL14, author = {Di He and Wei Chen and Liwei Wang and Tie{-}Yan Liu}, title = {A Game-theoretic Machine Learning Approach for Revenue Maximization in Sponsored Search}, journal = {CoRR}, volume = {abs/1406.0728}, year = {2014}, url = {http://arxiv.org/abs/1406.0728}, eprinttype = {arXiv}, eprint = {1406.0728}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/HeCWL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GaoBL14, author = {Bin Gao and Jiang Bian and Tie{-}Yan Liu}, title = {WordRep: {A} Benchmark for Research on Learning Word Representations}, journal = {CoRR}, volume = {abs/1407.1640}, year = {2014}, url = {http://arxiv.org/abs/1407.1640}, eprinttype = {arXiv}, eprint = {1407.1640}, timestamp = {Tue, 03 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GaoBL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/CuiGBQL14, author = {Qing Cui and Bin Gao and Jiang Bian and Siyu Qiu and Tie{-}Yan Liu}, title = {Learning Effective Word Embedding using Morphological Word Similarity}, journal = {CoRR}, volume = {abs/1407.1687}, year = {2014}, url = {http://arxiv.org/abs/1407.1687}, eprinttype = {arXiv}, eprint = {1407.1687}, timestamp = {Tue, 03 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/CuiGBQL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiTCQL14, author = {Haifang Li and Fei Tian and Wei Chen and Tao Qin and Tie{-}Yan Liu}, title = {Generalization Analysis for Game-Theoretic Machine Learning}, journal = {CoRR}, volume = {abs/1410.3341}, year = {2014}, url = {http://arxiv.org/abs/1410.3341}, eprinttype = {arXiv}, eprint = {1410.3341}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/LiTCQL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YuanGHDWZXLM14, author = {Jinhui Yuan and Fei Gao and Qirong Ho and Wei Dai and Jinliang Wei and Xun Zheng and Eric P. Xing and Tie{-}Yan Liu and Wei{-}Ying Ma}, title = {LightLDA: Big Topic Models on Modest Compute Clusters}, journal = {CoRR}, volume = {abs/1412.1576}, year = {2014}, url = {http://arxiv.org/abs/1412.1576}, eprinttype = {arXiv}, eprint = {1412.1576}, timestamp = {Wed, 10 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/YuanGHDWZXLM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dss/HeCWL13, author = {Di He and Wei Chen and Liwei Wang and Tie{-}Yan Liu}, title = {Online learning for auction mechanism in bandit setting}, journal = {Decis. Support Syst.}, volume = {56}, pages = {379--386}, year = {2013}, url = {https://doi.org/10.1016/j.dss.2013.07.004}, doi = {10.1016/J.DSS.2013.07.004}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/dss/HeCWL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DingQZL13, author = {Wenkui Ding and Tao Qin and Xu{-}Dong Zhang and Tie{-}Yan Liu}, editor = {Marie desJardins and Michael L. Littman}, title = {Multi-Armed Bandit with Budget Constraint and Variable Costs}, booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}}, pages = {232--238}, publisher = {{AAAI} Press}, year = {2013}, url = {https://doi.org/10.1609/aaai.v27i1.8637}, doi = {10.1609/AAAI.V27I1.8637}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/DingQZL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/WangWLHL13, author = {Yining Wang and Liwei Wang and Yuanzhi Li and Di He and Tie{-}Yan Liu}, editor = {Shai Shalev{-}Shwartz and Ingo Steinwart}, title = {A Theoretical Analysis of {NDCG} Type Ranking Measures}, booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June 12-14, 2013, Princeton University, NJ, {USA}}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {30}, pages = {25--54}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v30/Wang13.html}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/WangWLHL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/HeCWL13, author = {Di He and Wei Chen and Liwei Wang and Tie{-}Yan Liu}, editor = {Francesca Rossi}, title = {A Game-Theoretic Machine Learning Approach for Revenue Maximization in Sponsored Search}, booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013}, pages = {206--212}, publisher = {{IJCAI/AAAI}}, year = {2013}, url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6621}, timestamp = {Tue, 23 Jan 2024 13:25:46 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/HeCWL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/WangBLZL13, author = {Taifeng Wang and Jiang Bian and Shusen Liu and Yuyu Zhang and Tie{-}Yan Liu}, editor = {Inderjit S. Dhillon and Yehuda Koren and Rayid Ghani and Ted E. Senator and Paul Bradley and Rajesh Parekh and Jingrui He and Robert L. Grossman and Ramasamy Uthurusamy}, title = {Psychological advertising: exploring user psychology for click prediction in sponsored search}, booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013}, pages = {563--571}, publisher = {{ACM}}, year = {2013}, url = {https://doi.org/10.1145/2487575.2487699}, doi = {10.1145/2487575.2487699}, timestamp = {Tue, 03 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/WangBLZL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/XuQL13, author = {Min Xu and Tao Qin and Tie{-}Yan Liu}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {2400--2408}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/801c14f07f9724229175b8ef8b4585a8-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/XuQL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/GaoYSL13, author = {Bin Gao and Jun Yan and Dou Shen and Tie{-}Yan Liu}, editor = {Gareth J. F. Jones and Paraic Sheridan and Diane Kelly and Maarten de Rijke and Tetsuya Sakai}, title = {Internet advertising: theory and practice}, booktitle = {The 36th International {ACM} {SIGIR} conference on research and development in Information Retrieval, {SIGIR} '13, Dublin, Ireland - July 28 - August 01, 2013}, pages = {1135}, publisher = {{ACM}}, year = {2013}, url = {https://doi.org/10.1145/2484028.2484221}, doi = {10.1145/2484028.2484221}, timestamp = {Tue, 06 Nov 2018 11:07:23 +0100}, biburl = {https://dblp.org/rec/conf/sigir/GaoYSL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wine/KongLLQ13, author = {Weihao Kong and Jian Li and Tie{-}Yan Liu and Tao Qin}, editor = {Yiling Chen and Nicole Immorlica}, title = {Optimal Allocation for Chunked-Reward Advertising}, booktitle = {Web and Internet Economics - 9th International Conference, {WINE} 2013, Cambridge, MA, USA, December 11-14, 2013, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8289}, pages = {291--304}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-45046-4\_24}, doi = {10.1007/978-3-642-45046-4\_24}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wine/KongLLQ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/XuGYL13, author = {Haifeng Xu and Bin Gao and Diyi Yang and Tie{-}Yan Liu}, editor = {Daniel Schwabe and Virg{\'{\i}}lio A. F. Almeida and Hartmut Glaser and Ricardo Baeza{-}Yates and Sue B. Moon}, title = {Predicting advertiser bidding behaviors in sponsored search by rationality modeling}, booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro, Brazil, May 13-17, 2013}, pages = {1433--1444}, publisher = {International World Wide Web Conferences Steering Committee / {ACM}}, year = {2013}, url = {https://doi.org/10.1145/2488388.2488513}, doi = {10.1145/2488388.2488513}, timestamp = {Sun, 22 Sep 2019 18:15:38 +0200}, biburl = {https://dblp.org/rec/conf/www/XuGYL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/airs/2013, editor = {Rafael E. Banchs and Fabrizio Silvestri and Tie{-}Yan Liu and Min Zhang and Sheng Gao and Jun Lang}, title = {Information Retrieval Technology - 9th Asia Information Retrieval Societies Conference, {AIRS} 2013, Singapore, December 9-11, 2013. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8281}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-45068-6}, doi = {10.1007/978-3-642-45068-6}, isbn = {978-3-642-45067-9}, timestamp = {Wed, 14 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/airs/2013.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1304-6480, author = {Yining Wang and Liwei Wang and Yuanzhi Li and Di He and Tie{-}Yan Liu and Wei Chen}, title = {A Theoretical Analysis of {NDCG} Type Ranking Measures}, journal = {CoRR}, volume = {abs/1304.6480}, year = {2013}, url = {http://arxiv.org/abs/1304.6480}, eprinttype = {arXiv}, eprint = {1304.6480}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1304-6480.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1305-5404, author = {Wenkui Ding and Tao Wu and Tao Qin and Tie{-}Yan Liu}, title = {Pure Price of Anarchy for Generalized Second Price Auction}, journal = {CoRR}, volume = {abs/1305.5404}, year = {2013}, url = {http://arxiv.org/abs/1305.5404}, eprinttype = {arXiv}, eprint = {1305.5404}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1305-5404.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1305-5946, author = {Weihao Kong and Jian Li and Tao Qin and Tie{-}Yan Liu}, title = {Revenue Optimization for Group-Buying Websites}, journal = {CoRR}, volume = {abs/1305.5946}, year = {2013}, url = {http://arxiv.org/abs/1305.5946}, eprinttype = {arXiv}, eprint = {1305.5946}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1305-5946.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/QinL13, author = {Tao Qin and Tie{-}Yan Liu}, title = {Introducing {LETOR} 4.0 Datasets}, journal = {CoRR}, volume = {abs/1306.2597}, year = {2013}, url = {http://arxiv.org/abs/1306.2597}, eprinttype = {arXiv}, eprint = {1306.2597}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/QinL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChenQL13, author = {Binyi Chen and Tao Qin and Tie{-}Yan Liu}, title = {{\textdollar}K{\textdollar}-anonymous Signaling Scheme}, journal = {CoRR}, volume = {abs/1311.6638}, year = {2013}, url = {http://arxiv.org/abs/1311.6638}, eprinttype = {arXiv}, eprint = {1311.6638}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/ChenQL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipm/GengQLC12, author = {Xiubo Geng and Tao Qin and Tie{-}Yan Liu and Xueqi Cheng}, title = {A noise-tolerant graphical model for ranking}, journal = {Inf. Process. Manag.}, volume = {48}, number = {2}, pages = {374--383}, year = {2012}, url = {https://doi.org/10.1016/j.ipm.2011.11.003}, doi = {10.1016/J.IPM.2011.11.003}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ipm/GengQLC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/airs/JiangZGL12, author = {Changhao Jiang and Min Zhang and Bin Gao and Tie{-}Yan Liu}, editor = {Yuexian Hou and Jian{-}Yun Nie and Le Sun and Bo Wang and Peng Zhang}, title = {A Study on Potential Head Advertisers in Sponsored Search}, booktitle = {Information Retrieval Technology, 8th Asia Information Retrieval Societies Conference, {AIRS} 2012, Tianjin, China, December 17-19, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7675}, pages = {174--186}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35341-3\_15}, doi = {10.1007/978-3-642-35341-3\_15}, timestamp = {Wed, 26 Aug 2020 16:28:48 +0200}, biburl = {https://dblp.org/rec/conf/airs/JiangZGL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/SalomatinLY12, author = {Konstantin Salomatin and Tie{-}Yan Liu and Yiming Yang}, editor = {Xue{-}wen Chen and Guy Lebanon and Haixun Wang and Mohammed J. Zaki}, title = {A unified optimization framework for auction and guaranteed delivery in online advertising}, booktitle = {21st {ACM} International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012}, pages = {2005--2009}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2396761.2398561}, doi = {10.1145/2396761.2398561}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/SalomatinLY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/ZhangZGYYL12, author = {Weinan Zhang and Ying Zhang and Bin Gao and Yong Yu and Xiaojie Yuan and Tie{-}Yan Liu}, editor = {Qiang Yang and Deepak Agarwal and Jian Pei}, title = {Joint optimization of bid and budget allocation in sponsored search}, booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012}, pages = {1177--1185}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2339530.2339716}, doi = {10.1145/2339530.2339716}, timestamp = {Sun, 21 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/ZhangZGYYL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LanGCL12, author = {Yanyan Lan and Jiafeng Guo and Xueqi Cheng and Tie{-}Yan Liu}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {Statistical Consistency of Ranking Methods in {A} Rank-Differentiable Probability Space}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {1241--1249}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/3435c378bb76d4357324dd7e69f3cd18-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LanGCL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/GaoWL12, author = {Bin Gao and Taifeng Wang and Tie{-}Yan Liu}, editor = {William R. Hersh and Jamie Callan and Yoelle Maarek and Mark Sanderson}, title = {Large-scale graph mining and learning for information retrieval}, booktitle = {The 35th International {ACM} {SIGIR} conference on research and development in Information Retrieval, {SIGIR} '12, Portland, OR, USA, August 12-16, 2012}, pages = {1194--1195}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2348283.2348539}, doi = {10.1145/2348283.2348539}, timestamp = {Wed, 14 Nov 2018 10:58:10 +0100}, biburl = {https://dblp.org/rec/conf/sigir/GaoWL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wine/YaoCL12, author = {Lei Yao and Wei Chen and Tie{-}Yan Liu}, editor = {Paul W. Goldberg}, title = {Convergence Analysis for Weighted Joint Strategy Fictitious Play in Generalized Second Price Auction}, booktitle = {Internet and Network Economics - 8th International Workshop, {WINE} 2012, Liverpool, UK, December 10-12, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7695}, pages = {489--495}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35311-6\_37}, doi = {10.1007/978-3-642-35311-6\_37}, timestamp = {Tue, 14 May 2019 10:00:36 +0200}, biburl = {https://dblp.org/rec/conf/wine/YaoCL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/XiongWDSL12, author = {Chenyan Xiong and Taifeng Wang and Wenkui Ding and Yidong Shen and Tie{-}Yan Liu}, editor = {Eytan Adar and Jaime Teevan and Eugene Agichtein and Yoelle Maarek}, title = {Relational click prediction for sponsored search}, booktitle = {Proceedings of the Fifth International Conference on Web Search and Web Data Mining, {WSDM} 2012, Seattle, WA, USA, February 8-12, 2012}, pages = {493--502}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2124295.2124355}, doi = {10.1145/2124295.2124355}, timestamp = {Tue, 21 May 2019 11:38:33 +0200}, biburl = {https://dblp.org/rec/conf/wsdm/XiongWDSL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/daglib/0027504, author = {Tie{-}Yan Liu}, title = {Learning to Rank for Information Retrieval}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-14267-3}, doi = {10.1007/978-3-642-14267-3}, isbn = {978-3-642-14266-6}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/daglib/0027504.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipm/GengQLCL11, author = {Xiubo Geng and Tao Qin and Tie{-}Yan Liu and Xueqi Cheng and Hang Li}, title = {Selecting optimal training data for learning to rank}, journal = {Inf. Process. Manag.}, volume = {47}, number = {5}, pages = {730--741}, year = {2011}, url = {https://doi.org/10.1016/j.ipm.2011.01.002}, doi = {10.1016/J.IPM.2011.01.002}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ipm/GengQLCL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ir/GaoLLWML11, author = {Bin Gao and Tie{-}Yan Liu and Yuting Liu and Taifeng Wang and Zhiming Ma and Hang Li}, title = {Page importance computation based on Markov processes}, journal = {Inf. Retr.}, volume = {14}, number = {5}, pages = {488--514}, year = {2011}, url = {https://doi.org/10.1007/s10791-011-9164-x}, doi = {10.1007/S10791-011-9164-X}, timestamp = {Wed, 04 Jul 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ir/GaoLLWML11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigkdd/MaLWCNXLWZ11, author = {Wei{-}Ying Ma and Tie{-}Yan Liu and Ji{-}Rong Wen and Zheng Chen and Zaiqing Nie and Xing Xie and Hang Li and Haixun Wang and Yu Zheng}, title = {A conversation with {MSRA} researchers}, journal = {{SIGKDD} Explor.}, volume = {13}, number = {2}, pages = {82--84}, year = {2011}, url = {https://doi.org/10.1145/2207243.2207260}, doi = {10.1145/2207243.2207260}, timestamp = {Tue, 29 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigkdd/MaLWCNXLWZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/KimQYL11, author = {Sungchul Kim and Tao Qin and Hwanjo Yu and Tie{-}Yan Liu}, editor = {Craig Macdonald and Iadh Ounis and Ian Ruthven}, title = {Advertiser-centric approach to understand user click behavior in sponsored search}, booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011}, pages = {2121--2124}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2063576.2063905}, doi = {10.1145/2063576.2063905}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/KimQYL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/GaoLWWL11, author = {Bin Gao and Tie{-}Yan Liu and Wei Wei and Taifeng Wang and Hang Li}, editor = {Chid Apt{\'{e}} and Joydeep Ghosh and Padhraic Smyth}, title = {Semi-supervised ranking on very large graphs with rich metadata}, booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011}, pages = {96--104}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2020408.2020430}, doi = {10.1145/2020408.2020430}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/GaoLWWL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/ChengGSJL11, author = {Zhicong Cheng and Bin Gao and Congkai Sun and Yanbing Jiang and Tie{-}Yan Liu}, editor = {Irwin King and Wolfgang Nejdl and Hang Li}, title = {Let web spammers expose themselves}, booktitle = {Proceedings of the Forth International Conference on Web Search and Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011}, pages = {525--534}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/1935826.1935902}, doi = {10.1145/1935826.1935902}, timestamp = {Sat, 09 Apr 2022 12:34:55 +0200}, biburl = {https://dblp.org/rec/conf/wsdm/ChengGSJL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/GaoWL11, author = {Bin Gao and Taifeng Wang and Tie{-}Yan Liu}, editor = {Sadagopan Srinivasan and Krithi Ramamritham and Arun Kumar and M. P. Ravindra and Elisa Bertino and Ravi Kumar}, title = {Ranking on large-scale graphs with rich metadata}, booktitle = {Proceedings of the 20th International Conference on World Wide Web, {WWW} 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume)}, pages = {285--286}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/1963192.1963313}, doi = {10.1145/1963192.1963313}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/GaoWL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/ChapelleCL11, author = {Olivier Chapelle and Yi Chang and Tie{-}Yan Liu}, editor = {Olivier Chapelle and Yi Chang and Tie{-}Yan Liu}, title = {Future directions in learning to rank}, booktitle = {Proceedings of the Yahoo! Learning to Rank Challenge, held at {ICML} 2010, Haifa, Israel, June 25, 2010}, series = {{JMLR} Proceedings}, volume = {14}, pages = {91--100}, publisher = {JMLR.org}, year = {2011}, url = {http://proceedings.mlr.press/v14/chapelle11b.html}, timestamp = {Thu, 13 Aug 2020 18:13:40 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ChapelleCL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/icml/2010ltr, editor = {Olivier Chapelle and Yi Chang and Tie{-}Yan Liu}, title = {Proceedings of the Yahoo! Learning to Rank Challenge, held at {ICML} 2010, Haifa, Israel, June 25, 2010}, series = {{JMLR} Proceedings}, volume = {14}, publisher = {JMLR.org}, year = {2011}, url = {http://proceedings.mlr.press/v14/}, timestamp = {Thu, 13 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/2010ltr.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ir/LiuLGML10, author = {Yuting Liu and Tie{-}Yan Liu and Bin Gao and Zhiming Ma and Hang Li}, title = {A framework to compute page importance based on user behaviors}, journal = {Inf. Retr.}, volume = {13}, number = {1}, pages = {22--45}, year = {2010}, url = {https://doi.org/10.1007/s10791-009-9098-8}, doi = {10.1007/S10791-009-9098-8}, timestamp = {Wed, 04 Jul 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ir/LiuLGML10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ir/LiuJLZ10, author = {Tie{-}Yan Liu and Thorsten Joachims and Hang Li and Chengxiang Zhai}, title = {Introduction to special issue on learning to rank for information retrieval}, journal = {Inf. Retr.}, volume = {13}, number = {3}, pages = {197--200}, year = {2010}, url = {https://doi.org/10.1007/s10791-009-9120-1}, doi = {10.1007/S10791-009-9120-1}, timestamp = {Wed, 04 Jul 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ir/LiuJLZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ir/QinLXL10, author = {Tao Qin and Tie{-}Yan Liu and Jun Xu and Hang Li}, title = {{LETOR:} {A} benchmark collection for research on learning to rank for information retrieval}, journal = {Inf. Retr.}, volume = {13}, number = {4}, pages = {346--374}, year = {2010}, url = {https://doi.org/10.1007/s10791-009-9123-y}, doi = {10.1007/S10791-009-9123-Y}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ir/QinLXL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ir/QinLL10, author = {Tao Qin and Tie{-}Yan Liu and Hang Li}, title = {A general approximation framework for direct optimization of information retrieval measures}, journal = {Inf. Retr.}, volume = {13}, number = {4}, pages = {375--397}, year = {2010}, url = {https://doi.org/10.1007/s10791-009-9124-x}, doi = {10.1007/S10791-009-9124-X}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ir/QinLL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ir/HeL10, author = {Yin He and Tie{-}Yan Liu}, title = {Tendency correlation analysis for direct optimization of evaluation measures in information retrieval}, journal = {Inf. Retr.}, volume = {13}, number = {6}, pages = {657--688}, year = {2010}, url = {https://doi.org/10.1007/s10791-010-9134-8}, doi = {10.1007/S10791-010-9134-8}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ir/HeL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChenLM10, author = {Wei Chen and Tie{-}Yan Liu and Zhiming Ma}, editor = {John D. Lafferty and Christopher K. I. Williams and John Shawe{-}Taylor and Richard S. Zemel and Aron Culotta}, title = {Two-Layer Generalization Analysis for Ranking Using Rademacher Average}, booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada}, pages = {370--378}, publisher = {Curran Associates, Inc.}, year = {2010}, url = {https://proceedings.neurips.cc/paper/2010/hash/c8ffe9a587b126f152ed3d89a146b445-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ChenLM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/QinGL10, author = {Tao Qin and Xiubo Geng and Tie{-}Yan Liu}, editor = {John D. Lafferty and Christopher K. I. Williams and John Shawe{-}Taylor and Richard S. Zemel and Aron Culotta}, title = {A New Probabilistic Model for Rank Aggregation}, booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada}, pages = {1948--1956}, publisher = {Curran Associates, Inc.}, year = {2010}, url = {https://proceedings.neurips.cc/paper/2010/hash/8dd48d6a2e2cad213179a3992c0be53c-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/QinGL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/Liu10, author = {Tie{-}Yan Liu}, editor = {Fabio Crestani and St{\'{e}}phane Marchand{-}Maillet and Hsin{-}Hsi Chen and Efthimis N. Efthimiadis and Jacques Savoy}, title = {Learning to rank for information retrieval}, booktitle = {Proceeding of the 33rd International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2010, Geneva, Switzerland, July 19-23, 2010}, pages = {904}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1835449.1835676}, doi = {10.1145/1835449.1835676}, timestamp = {Tue, 06 Nov 2018 11:07:25 +0100}, biburl = {https://dblp.org/rec/conf/sigir/Liu10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/BianLQZ10, author = {Jiang Bian and Tie{-}Yan Liu and Tao Qin and Hongyuan Zha}, editor = {Brian D. Davison and Torsten Suel and Nick Craswell and Bing Liu}, title = {Ranking with query-dependent loss for web search}, booktitle = {Proceedings of the Third International Conference on Web Search and Web Data Mining, {WSDM} 2010, New York, NY, USA, February 4-6, 2010}, pages = {141--150}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1718487.1718506}, doi = {10.1145/1718487.1718506}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wsdm/BianLQZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/ChengGL10, author = {Zhicong Cheng and Bin Gao and Tie{-}Yan Liu}, editor = {Michael Rappa and Paul Jones and Juliana Freire and Soumen Chakrabarti}, title = {Actively predicting diverse search intent from user browsing behaviors}, booktitle = {Proceedings of the 19th International Conference on World Wide Web, {WWW} 2010, Raleigh, North Carolina, USA, April 26-30, 2010}, pages = {221--230}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1772690.1772714}, doi = {10.1145/1772690.1772714}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/ChengGL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftir/Liu09, author = {Tie{-}Yan Liu}, title = {Learning to Rank for Information Retrieval}, journal = {Found. Trends Inf. Retr.}, volume = {3}, number = {3}, pages = {225--331}, year = {2009}, url = {https://doi.org/10.1561/1500000016}, doi = {10.1561/1500000016}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ftir/Liu09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigir/LiLZ09, author = {Hang Li and Tie{-}Yan Liu and ChengXiang Zhai}, title = {Learning to rank for information retrieval {(LR4IR} 2009)}, journal = {{SIGIR} Forum}, volume = {43}, number = {2}, pages = {41--45}, year = {2009}, url = {https://doi.org/10.1145/1670564.1670571}, doi = {10.1145/1670564.1670571}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigir/LiLZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/GaoLMWL09, author = {Bin Gao and Tie{-}Yan Liu and Zhiming Ma and Taifeng Wang and Hang Li}, editor = {David Wai{-}Lok Cheung and Il{-}Yeol Song and Wesley W. Chu and Xiaohua Hu and Jimmy Lin}, title = {A general markov framework for page importance computation}, booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009}, pages = {1835--1838}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1645953.1646243}, doi = {10.1145/1645953.1646243}, timestamp = {Fri, 27 Aug 2021 11:13:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/GaoLMWL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LanLML09, author = {Yanyan Lan and Tie{-}Yan Liu and Zhiming Ma and Hang Li}, editor = {Andrea Pohoreckyj Danyluk and L{\'{e}}on Bottou and Michael L. Littman}, title = {Generalization analysis of listwise learning-to-rank algorithms}, booktitle = {Proceedings of the 26th Annual International Conference on Machine Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009}, series = {{ACM} International Conference Proceeding Series}, volume = {382}, pages = {577--584}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1553374.1553449}, doi = {10.1145/1553374.1553449}, timestamp = {Tue, 06 Nov 2018 16:58:29 +0100}, biburl = {https://dblp.org/rec/conf/icml/LanLML09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChenLLML09, author = {Wei Chen and Tie{-}Yan Liu and Yanyan Lan and Zhiming Ma and Hang Li}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {Ranking Measures and Loss Functions in Learning to Rank}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {315--323}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/2f55707d4193dc27118a0f19a1985716-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ChenLLML09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/XiaLL09, author = {Fen Xia and Tie{-}Yan Liu and Hang Li}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {Statistical Consistency of Top-k Ranking}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {2098--2106}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/ba2fd310dcaa8781a9a652a31baf3c68-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/XiaLL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipm/QinZTWLL08, author = {Tao Qin and Xu{-}Dong Zhang and Ming{-}Feng Tsai and De{-}Sheng Wang and Tie{-}Yan Liu and Hang Li}, title = {Query-level loss functions for information retrieval}, journal = {Inf. Process. Manag.}, volume = {44}, number = {2}, pages = {838--855}, year = {2008}, url = {https://doi.org/10.1016/j.ipm.2007.07.016}, doi = {10.1016/J.IPM.2007.07.016}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ipm/QinZTWLL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/QinZLWMZ08, author = {Tao Qin and Xu{-}Dong Zhang and Tie{-}Yan Liu and De{-}Sheng Wang and Wei{-}Ying Ma and Hong{-}Jiang Zhang}, title = {An active feedback framework for image retrieval}, journal = {Pattern Recognit. Lett.}, volume = {29}, number = {5}, pages = {637--646}, year = {2008}, url = {https://doi.org/10.1016/j.patrec.2007.11.015}, doi = {10.1016/J.PATREC.2007.11.015}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/QinZLWMZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigir/LiLZ08, author = {Hang Li and Tie{-}Yan Liu and ChengXiang Zhai}, title = {Learning to rank for information retrieval {(LR4IR} 2008)}, journal = {{SIGIR} Forum}, volume = {42}, number = {2}, pages = {76--79}, year = {2008}, url = {https://doi.org/10.1145/1480506.1480519}, doi = {10.1145/1480506.1480519}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigir/LiLZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LanLQML08, author = {Yanyan Lan and Tie{-}Yan Liu and Tao Qin and Zhiming Ma and Hang Li}, editor = {William W. Cohen and Andrew McCallum and Sam T. Roweis}, title = {Query-level stability and generalization in learning to rank}, booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference {(ICML} 2008), Helsinki, Finland, June 5-9, 2008}, series = {{ACM} International Conference Proceeding Series}, volume = {307}, pages = {512--519}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390156.1390221}, doi = {10.1145/1390156.1390221}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/LanLQML08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/XiaLWZL08, author = {Fen Xia and Tie{-}Yan Liu and Jue Wang and Wensheng Zhang and Hang Li}, editor = {William W. Cohen and Andrew McCallum and Sam T. Roweis}, title = {Listwise approach to learning to rank: theory and algorithm}, booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference {(ICML} 2008), Helsinki, Finland, June 5-9, 2008}, series = {{ACM} International Conference Proceeding Series}, volume = {307}, pages = {1192--1199}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390156.1390306}, doi = {10.1145/1390156.1390306}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/XiaLWZL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/QinLZWL08, author = {Tao Qin and Tie{-}Yan Liu and Xu{-}Dong Zhang and De{-}Sheng Wang and Hang Li}, editor = {Daphne Koller and Dale Schuurmans and Yoshua Bengio and L{\'{e}}on Bottou}, title = {Global Ranking Using Continuous Conditional Random Fields}, booktitle = {Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008}, pages = {1281--1288}, publisher = {Curran Associates, Inc.}, year = {2008}, url = {https://proceedings.neurips.cc/paper/2008/hash/ebd9629fc3ae5e9f6611e2ee05a31cef-Abstract.html}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/QinLZWL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/XuLLLM08, author = {Jun Xu and Tie{-}Yan Liu and Min Lu and Hang Li and Wei{-}Ying Ma}, editor = {Sung{-}Hyon Myaeng and Douglas W. Oard and Fabrizio Sebastiani and Tat{-}Seng Chua and Mun{-}Kew Leong}, title = {Directly optimizing evaluation measures in learning to rank}, booktitle = {Proceedings of the 31st Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2008, Singapore, July 20-24, 2008}, pages = {107--114}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390334.1390355}, doi = {10.1145/1390334.1390355}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/XuLLLM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/GengLQALS08, author = {Xiubo Geng and Tie{-}Yan Liu and Tao Qin and Andrew Arnold and Hang Li and Heung{-}Yeung Shum}, editor = {Sung{-}Hyon Myaeng and Douglas W. Oard and Fabrizio Sebastiani and Tat{-}Seng Chua and Mun{-}Kew Leong}, title = {Query dependent ranking using K-nearest neighbor}, booktitle = {Proceedings of the 31st Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2008, Singapore, July 20-24, 2008}, pages = {115--122}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390334.1390356}, doi = {10.1145/1390334.1390356}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sigir/GengLQALS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/LiuGLZMHL08, author = {Yuting Liu and Bin Gao and Tie{-}Yan Liu and Ying Zhang and Zhiming Ma and Shuyuan He and Hang Li}, editor = {Sung{-}Hyon Myaeng and Douglas W. Oard and Fabrizio Sebastiani and Tat{-}Seng Chua and Mun{-}Kew Leong}, title = {BrowseRank: letting web users vote for page importance}, booktitle = {Proceedings of the 31st Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2008, Singapore, July 20-24, 2008}, pages = {451--458}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390334.1390412}, doi = {10.1145/1390334.1390412}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sigir/LiuGLZMHL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/QinLZWXL08, author = {Tao Qin and Tie{-}Yan Liu and Xu{-}Dong Zhang and De{-}Sheng Wang and Wen{-}Ying Xiong and Hang Li}, editor = {Jinpeng Huai and Robin Chen and Hsiao{-}Wuen Hon and Yunhao Liu and Wei{-}Ying Ma and Andrew Tomkins and Xiaodong Zhang}, title = {Learning to rank relational objects and its application to web search}, booktitle = {Proceedings of the 17th International Conference on World Wide Web, {WWW} 2008, Beijing, China, April 21-25, 2008}, pages = {407--416}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1367497.1367553}, doi = {10.1145/1367497.1367553}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/QinLZWXL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/im/BaoFLMW07, author = {Ying Bao and Guang Feng and Tie{-}Yan Liu and Zhiming Ma and Ying Wang}, title = {Ranking Websites: {A} Probabilistic View}, journal = {Internet Math.}, volume = {3}, number = {3}, pages = {295--320}, year = {2007}, url = {https://doi.org/10.1080/15427951.2006.10129125}, doi = {10.1080/15427951.2006.10129125}, timestamp = {Sun, 17 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/im/BaoFLMW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipm/QinLZFWM07, author = {Tao Qin and Tie{-}Yan Liu and Xu{-}Dong Zhang and Guang Feng and De{-}Sheng Wang and Wei{-}Ying Ma}, title = {Topic distillation via sub-site retrieval}, journal = {Inf. Process. Manag.}, volume = {43}, number = {2}, pages = {445--460}, year = {2007}, url = {https://doi.org/10.1016/j.ipm.2006.07.004}, doi = {10.1016/J.IPM.2006.07.004}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ipm/QinLZFWM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigir/JoachimsLLZ07, author = {Thorsten Joachims and Hang Li and Tie{-}Yan Liu and ChengXiang Zhai}, title = {Learning to rank for information retrieval {(LR4IR} 2007)}, journal = {{SIGIR} Forum}, volume = {41}, number = {2}, pages = {58--62}, year = {2007}, url = {https://doi.org/10.1145/1328964.1328974}, doi = {10.1145/1328964.1328974}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigir/JoachimsLLZ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/YangQZGL07, author = {Lei Yang and Lei Qi and Yan{-}Ping Zhao and Bin Gao and Tie{-}Yan Liu}, editor = {M{\'{a}}rio J. Silva and Alberto H. F. Laender and Ricardo A. Baeza{-}Yates and Deborah L. McGuinness and Bj{\o}rn Olstad and {\O}ystein Haug Olsen and Andr{\'{e}} O. Falc{\~{a}}o}, title = {Link analysis using time series of web graphs}, booktitle = {Proceedings of the Sixteenth {ACM} Conference on Information and Knowledge Management, {CIKM} 2007, Lisbon, Portugal, November 6-10, 2007}, pages = {1011--1014}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1321440.1321598}, doi = {10.1145/1321440.1321598}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/YangQZGL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecir/LiuYZQM07, author = {Tie{-}Yan Liu and Huai{-}Yuan Yang and Xin Zheng and Tao Qin and Wei{-}Ying Ma}, editor = {Giambattista Amati and Claudio Carpineto and Giovanni Romano}, title = {Fast Large-Scale Spectral Clustering by Sequential Shrinkage Optimization}, booktitle = {Advances in Information Retrieval, 29th European Conference on {IR} Research, {ECIR} 2007, Rome, Italy, April 2-5, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4425}, pages = {319--330}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-71496-5\_30}, doi = {10.1007/978-3-540-71496-5\_30}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ecir/LiuYZQM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecir/ZhangQLBL07, author = {Li Zhang and Tao Qin and Tie{-}Yan Liu and Ying Bao and Hang Li}, editor = {Giambattista Amati and Claudio Carpineto and Giovanni Romano}, title = {\emph{N} -Step PageRank for Web Search}, booktitle = {Advances in Information Retrieval, 29th European Conference on {IR} Research, {ECIR} 2007, Rome, Italy, April 2-5, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4425}, pages = {653--660}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-71496-5\_63}, doi = {10.1007/978-3-540-71496-5\_63}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ecir/ZhangQLBL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/CaoQLTL07, author = {Zhe Cao and Tao Qin and Tie{-}Yan Liu and Ming{-}Feng Tsai and Hang Li}, editor = {Zoubin Ghahramani}, title = {Learning to rank: from pairwise approach to listwise approach}, booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007}, series = {{ACM} International Conference Proceeding Series}, volume = {227}, pages = {129--136}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1273496.1273513}, doi = {10.1145/1273496.1273513}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/CaoQLTL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/QinZWLLL07, author = {Tao Qin and Xu{-}Dong Zhang and De{-}Sheng Wang and Tie{-}Yan Liu and Wei Lai and Hang Li}, editor = {Wessel Kraaij and Arjen P. de Vries and Charles L. A. Clarke and Norbert Fuhr and Noriko Kando}, title = {Ranking with multiple hyperplanes}, booktitle = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007}, pages = {279--286}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1277741.1277791}, doi = {10.1145/1277741.1277791}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sigir/QinZWLLL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/TsaiLQCM07, author = {Ming{-}Feng Tsai and Tie{-}Yan Liu and Tao Qin and Hsin{-}Hsi Chen and Wei{-}Ying Ma}, editor = {Wessel Kraaij and Arjen P. de Vries and Charles L. A. Clarke and Norbert Fuhr and Noriko Kando}, title = {FRank: a ranking method with fidelity loss}, booktitle = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007}, pages = {383--390}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1277741.1277808}, doi = {10.1145/1277741.1277808}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sigir/TsaiLQCM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/GengLQL07, author = {Xiubo Geng and Tie{-}Yan Liu and Tao Qin and Hang Li}, editor = {Wessel Kraaij and Arjen P. de Vries and Charles L. A. Clarke and Norbert Fuhr and Noriko Kando}, title = {Feature selection for ranking}, booktitle = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007}, pages = {407--414}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1277741.1277811}, doi = {10.1145/1277741.1277811}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sigir/GengLQL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/LiuLQML07, author = {Yuting Liu and Tie{-}Yan Liu and Tao Qin and Zhiming Ma and Hang Li}, editor = {Carey L. Williamson and Mary Ellen Zurko and Peter F. Patel{-}Schneider and Prashant J. Shenoy}, title = {Supervised rank aggregation}, booktitle = {Proceedings of the 16th International Conference on World Wide Web, {WWW} 2007, Banff, Alberta, Canada, May 8-12, 2007}, pages = {481--490}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1242572.1242638}, doi = {10.1145/1242572.1242638}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/LiuLQML07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/ChenGLCM06, author = {Bo Chen and Bin Gao and Tie{-}Yan Liu and Yu{-}Fu Chen and Wei{-}Ying Ma}, editor = {Johannes F{\"{u}}rnkranz and Tobias Scheffer and Myra Spiliopoulou}, title = {Fast Spectral Clustering of Data Using Sequential Matrix Compression}, booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4212}, pages = {590--597}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11871842\_56}, doi = {10.1007/11871842\_56}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/ecml/ChenGLCM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/GaoLM06, author = {Bin Gao and Tie{-}Yan Liu and Wei{-}Ying Ma}, title = {Star-Structured High-Order Heterogeneous Data Co-clustering Based on Consistent Information Theory}, booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China}, pages = {880--884}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/ICDM.2006.154}, doi = {10.1109/ICDM.2006.154}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/GaoLM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ShenGLFSL06, author = {Guoyang Shen and Bin Gao and Tie{-}Yan Liu and Guang Feng and Shiji Song and Hang Li}, title = {Detecting Link Spam Using Temporal Information}, booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China}, pages = {1049--1053}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/ICDM.2006.51}, doi = {10.1109/ICDM.2006.51}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ShenGLFSL06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/ZhaoLBM06, author = {Qiankun Zhao and Tie{-}Yan Liu and Sourav S. Bhowmick and Wei{-}Ying Ma}, editor = {Tina Eliassi{-}Rad and Lyle H. Ungar and Mark Craven and Dimitrios Gunopulos}, title = {Event detection from evolution of click-through data}, booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006}, pages = {484--493}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1150402.1150456}, doi = {10.1145/1150402.1150456}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/ZhaoLBM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/YangLGM06, author = {Huai{-}Yuan Yang and Tie{-}Yan Liu and Li Gao and Wei{-}Ying Ma}, editor = {Wee Keong Ng and Masaru Kitsuregawa and Jianzhong Li and Kuiyu Chang}, title = {Heterogeneous Information Integration in Hierarchical Text Classification}, booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3918}, pages = {240--249}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11731139\_29}, doi = {10.1007/11731139\_29}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/YangLGM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/FengLZM06, author = {Guang Feng and Tie{-}Yan Liu and Xudong Zhang and Wei{-}Ying Ma}, editor = {Wee Keong Ng and Masaru Kitsuregawa and Jianzhong Li and Kuiyu Chang}, title = {Level-Biased Statistics in the Hierarchical Structure of the Web}, booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3918}, pages = {313--322}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11731139\_37}, doi = {10.1007/11731139\_37}, timestamp = {Mon, 22 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/FengLZM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/FengLWBMZM06, author = {Guang Feng and Tie{-}Yan Liu and Ying Wang and Ying Bao and Zhiming Ma and Xu{-}Dong Zhang and Wei{-}Ying Ma}, editor = {Efthimis N. Efthimiadis and Susan T. Dumais and David Hawking and Kalervo J{\"{a}}rvelin}, title = {AggregateRank: bringing order to web sites}, booktitle = {{SIGIR} 2006: Proceedings of the 29th Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Seattle, Washington, USA, August 6-11, 2006}, pages = {75--82}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1148170.1148187}, doi = {10.1145/1148170.1148187}, timestamp = {Mon, 22 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sigir/FengLWBMZM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/CaoXLLHH06, author = {Yunbo Cao and Jun Xu and Tie{-}Yan Liu and Hang Li and Yalou Huang and Hsiao{-}Wuen Hon}, editor = {Efthimis N. Efthimiadis and Susan T. Dumais and David Hawking and Kalervo J{\"{a}}rvelin}, title = {Adapting ranking {SVM} to document retrieval}, booktitle = {{SIGIR} 2006: Proceedings of the 29th Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Seattle, Washington, USA, August 6-11, 2006}, pages = {186--193}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1148170.1148205}, doi = {10.1145/1148170.1148205}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/CaoXLLHH06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/ZhaoHLBLM06, author = {Qiankun Zhao and Steven C. H. Hoi and Tie{-}Yan Liu and Sourav S. Bhowmick and Michael R. Lyu and Wei{-}Ying Ma}, editor = {Les Carr and David De Roure and Arun Iyengar and Carole A. Goble and Michael Dahlin}, title = {Time-dependent semantic similarity measure of queries using historical click-through data}, booktitle = {Proceedings of the 15th international conference on World Wide Web, {WWW} 2006, Edinburgh, Scotland, UK, May 23-26, 2006}, pages = {543--552}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1135777.1135858}, doi = {10.1145/1135777.1135858}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/ZhaoHLBLM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigkdd/LiuYWZCM05, author = {Tie{-}Yan Liu and Yiming Yang and Hao Wan and Hua{-}Jun Zeng and Zheng Chen and Wei{-}Ying Ma}, title = {Support vector machines classification with a very large-scale taxonomy}, journal = {{SIGKDD} Explor.}, volume = {7}, number = {1}, pages = {36--43}, year = {2005}, url = {https://doi.org/10.1145/1089815.1089821}, doi = {10.1145/1089815.1089821}, timestamp = {Fri, 30 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigkdd/LiuYWZCM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/GaoLFQCM05, author = {Bin Gao and Tie{-}Yan Liu and Guang Feng and Tao Qin and QianSheng Cheng and Wei{-}Ying Ma}, title = {Hierarchical Taxonomy Preparation for Text Categorization Using Consistent Bipartite Spectral Graph Copartitioning}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {17}, number = {9}, pages = {1263--1273}, year = {2005}, url = {https://doi.org/10.1109/TKDE.2005.147}, doi = {10.1109/TKDE.2005.147}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/GaoLFQCM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/airs/QinLZFM05, author = {Tao Qin and Tie{-}Yan Liu and Xu{-}Dong Zhang and Guang Feng and Wei{-}Ying Ma}, editor = {Gary Geunbae Lee and Akio Yamada and Helen Meng and Sung{-}Hyon Myaeng}, title = {Subsite Retrieval: {A} Novel Concept for Topic Distillation}, booktitle = {Information Retrieval Technology, Second Asia Information Retrieval Symposium, {AIRS} 2005, Jeju Island, Korea, October 13-15, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3689}, pages = {388--400}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11562382\_30}, doi = {10.1007/11562382\_30}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/airs/QinLZFM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/airs/YanQLZFM05, author = {Hui{-}Min Yan and Tao Qin and Tie{-}Yan Liu and Xu{-}Dong Zhang and Guang Feng and Wei{-}Ying Ma}, editor = {Gary Geunbae Lee and Akio Yamada and Helen Meng and Sung{-}Hyon Myaeng}, title = {Calculating Webpage Importance with Site Structure Constraints}, booktitle = {Information Retrieval Technology, Second Asia Information Retrieval Symposium, {AIRS} 2005, Jeju Island, Korea, October 13-15, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3689}, pages = {546--551}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11562382\_48}, doi = {10.1007/11562382\_48}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/airs/YanQLZFM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apweb/FengLZQGM05, author = {Guang Feng and Tie{-}Yan Liu and Xu{-}Dong Zhang and Tao Qin and Bin Gao and Wei{-}Ying Ma}, editor = {Yanchun Zhang and Katsumi Tanaka and Jeffrey Xu Yu and Shan Wang and Minglu Li}, title = {Level-Based Link Analysis}, booktitle = {Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29 - April 1, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3399}, pages = {183--194}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/978-3-540-31849-1\_19}, doi = {10.1007/978-3-540-31849-1\_19}, timestamp = {Tue, 20 Aug 2024 07:54:45 +0200}, biburl = {https://dblp.org/rec/conf/apweb/FengLZQGM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/GaoLZCM05, author = {Bin Gao and Tie{-}Yan Liu and Xin Zheng and QianSheng Cheng and Wei{-}Ying Ma}, editor = {Robert Grossman and Roberto J. Bayardo and Kristin P. Bennett}, title = {Consistent bipartite graph co-partitioning for star-structured high-order heterogeneous data co-clustering}, booktitle = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August 21-24, 2005}, pages = {41--50}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1081870.1081879}, doi = {10.1145/1081870.1081879}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/GaoLZCM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mir/LiuQLZM05, author = {Ying Liu and Tao Qin and Tie{-}Yan Liu and Lei Zhang and Wei{-}Ying Ma}, editor = {HongJiang Zhang and John R. Smith and Qi Tian}, title = {Similarity space projection for web image search and annotation}, booktitle = {Proceedings of the 7th {ACM} {SIGMM} International Workshop on Multimedia Information Retrieval, {MIR} 2005, November 10-11, 2005, Singapore}, pages = {49--56}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1101826.1101837}, doi = {10.1145/1101826.1101837}, timestamp = {Sun, 21 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mir/LiuQLZM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/GaoLQZCM05, author = {Bin Gao and Tie{-}Yan Liu and Tao Qin and Xin Zheng and QianSheng Cheng and Wei{-}Ying Ma}, editor = {HongJiang Zhang and Tat{-}Seng Chua and Ralf Steinmetz and Mohan S. Kankanhalli and Lynn Wilcox}, title = {Web image clustering by consistent utilization of visual features and surrounding texts}, booktitle = {Proceedings of the 13th {ACM} International Conference on Multimedia, Singapore, November 6-11, 2005}, pages = {112--121}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1101149.1101167}, doi = {10.1145/1101149.1101167}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mm/GaoLQZCM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mmm/LiuMZ05, author = {Tie{-}Yan Liu and Wei{-}Ying Ma and HongJiang Zhang}, editor = {Yi{-}Ping Phoebe Chen}, title = {Effective Feature Extraction for Play Detection in American Football Video}, booktitle = {11th International Conference on Multi Media Modeling {(MMM} 2005), 12-14 January 2005, Melbourne, Australia}, pages = {164--171}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/MMMC.2005.37}, doi = {10.1109/MMMC.2005.37}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mmm/LiuMZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mmm/QinLZMZ05, author = {Tao Qin and Tie{-}Yan Liu and Xu{-}Dong Zhang and Wei{-}Ying Ma and HongJiang Zhang}, editor = {Yi{-}Ping Phoebe Chen}, title = {Subspace Clustering and Label Propagation for Active Feedback in Image Retrieval}, booktitle = {11th International Conference on Multi Media Modeling {(MMM} 2005), 12-14 January 2005, Melbourne, Australia}, pages = {172--179}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/MMMC.2005.69}, doi = {10.1109/MMMC.2005.69}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mmm/QinLZMZ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/QinLZCM05, author = {Tao Qin and Tie{-}Yan Liu and Xu{-}Dong Zhang and Zheng Chen and Wei{-}Ying Ma}, editor = {Ricardo A. Baeza{-}Yates and Nivio Ziviani and Gary Marchionini and Alistair Moffat and John Tait}, title = {A study of relevance propagation for web search}, booktitle = {{SIGIR} 2005: Proceedings of the 28th Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005}, pages = {408--415}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1076034.1076105}, doi = {10.1145/1076034.1076105}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sigir/QinLZCM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/webi/LiuWM05, author = {Tie{-}Yan Liu and Hao Wan and Wei{-}Ying Ma}, editor = {Andrzej Skowron and Rakesh Agrawal and Michael Luck and Takahira Yamaguchi and Pierre Morizet{-}Mahoudeaux and Jiming Liu and Ning Zhong}, title = {An Editor Labeling Model for Training Set Expansion in Web Categorization}, booktitle = {2005 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence {(WI} 2005), 19-22 September 2005, Compiegne, France}, pages = {165--171}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/WI.2005.27}, doi = {10.1109/WI.2005.27}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/webi/LiuWM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/webi/LiuM05, author = {Tie{-}Yan Liu and Wei{-}Ying Ma}, editor = {Andrzej Skowron and Rakesh Agrawal and Michael Luck and Takahira Yamaguchi and Pierre Morizet{-}Mahoudeaux and Jiming Liu and Ning Zhong}, title = {Webpage Importance Analysis Using Conditional Markov Random Walk}, booktitle = {2005 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence {(WI} 2005), 19-22 September 2005, Compiegne, France}, pages = {515--521}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/WI.2005.161}, doi = {10.1109/WI.2005.161}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/webi/LiuM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/LiuYWZGZCM05, author = {Tie{-}Yan Liu and Yiming Yang and Hao Wan and Qian Zhou and Bin Gao and Hua{-}Jun Zeng and Zheng Chen and Wei{-}Ying Ma}, editor = {Allan Ellis and Tatsuya Hagino}, title = {An experimental study on large-scale web categorization}, booktitle = {Proceedings of the 14th international conference on World Wide Web, {WWW} 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks and posters}, pages = {1106--1107}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1062745.1062891}, doi = {10.1145/1062745.1062891}, timestamp = {Fri, 30 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/LiuYWZGZCM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/LiuWQCRM05, author = {Tie{-}Yan Liu and Hao Wan and Tao Qin and Zheng Chen and Yong Ren and Wei{-}Ying Ma}, editor = {Allan Ellis and Tatsuya Hagino}, title = {Site abstraction for rare category classification in large-scale web directory}, booktitle = {Proceedings of the 14th international conference on World Wide Web, {WWW} 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks and posters}, pages = {1108--1109}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1062745.1062892}, doi = {10.1145/1062745.1062892}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/LiuWQCRM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jvcir/LiuLZF04, author = {Tie{-}Yan Liu and Kwok{-}Tung Lo and Xu{-}Dong Zhang and Jian Feng}, title = {A new cut detection algorithm with constant false-alarm ratio for video segmentation}, journal = {J. Vis. Commun. Image Represent.}, volume = {15}, number = {2}, pages = {132--144}, year = {2004}, url = {https://doi.org/10.1016/j.jvcir.2003.10.001}, doi = {10.1016/J.JVCIR.2003.10.001}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jvcir/LiuLZF04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/LiuZFL04, author = {Tie{-}Yan Liu and Xudong Zhang and Jian Feng and Kwok{-}Tung Lo}, title = {Shot reconstruction degree: a novel criterion for key frame selection}, journal = {Pattern Recognit. Lett.}, volume = {25}, number = {12}, pages = {1451--1457}, year = {2004}, url = {https://doi.org/10.1016/j.patrec.2004.05.020}, doi = {10.1016/J.PATREC.2004.05.020}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/LiuZFL04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/LiuQZ04, author = {Tie{-}Yan Liu and Tao Qin and HongJiang Zhang}, title = {Time-constraint boost for tv commercials detection}, booktitle = {Proceedings of the 2004 International Conference on Image Processing, {ICIP} 2004, Singapore, October 24-27, 2004}, pages = {1617--1620}, publisher = {{IEEE}}, year = {2004}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icip/LiuQZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pcm/GaoLCM04, author = {Bin Gao and Tie{-}Yan Liu and QianSheng Cheng and Wei{-}Ying Ma}, editor = {Kiyoharu Aizawa and Yuichi Nakamura and Shin'ichi Satoh}, title = {A Linear Approximation Based Method for Noise-Robust and Illumination-Invariant Image Change Detection}, booktitle = {Advances in Multimedia Information Processing - {PCM} 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30 - December 3, 2004, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {3333}, pages = {95--102}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30543-9\_13}, doi = {10.1007/978-3-540-30543-9\_13}, timestamp = {Fri, 10 Mar 2023 14:55:31 +0100}, biburl = {https://dblp.org/rec/conf/pcm/GaoLCM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/trec/SongWSXLQZZXM04, author = {Ruihua Song and Ji{-}Rong Wen and Shuming Shi and Guomao Xin and Tie{-}Yan Liu and Tao Qin and Xin Zheng and Jiyu Zhang and Gui{-}Rong Xue and Wei{-}Ying Ma}, editor = {Ellen M. Voorhees and Lori P. Buckland}, title = {Microsoft Research Asia at Web Track and Terabyte Track of {TREC} 2004}, booktitle = {Proceedings of the Thirteenth Text REtrieval Conference, {TREC} 2004, Gaithersburg, Maryland, USA, November 16-19, 2004}, series = {{NIST} Special Publication}, volume = {500-261}, publisher = {National Institute of Standards and Technology {(NIST)}}, year = {2004}, url = {http://trec.nist.gov/pubs/trec13/papers/microsoft-asia.web.tera.pdf}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/trec/SongWSXLQZZXM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/ZhangLLF03, author = {Xu{-}Dong Zhang and Tie{-}Yan Liu and Kwok{-}Tung Lo and Jian Feng}, title = {Dynamic selection and effective compression of key frames for video abstraction}, journal = {Pattern Recognit. Lett.}, volume = {24}, number = {9-10}, pages = {1523--1532}, year = {2003}, url = {https://doi.org/10.1016/S0167-8655(02)00391-4}, doi = {10.1016/S0167-8655(02)00391-4}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/ZhangLLF03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spic/LiuLFZ03, author = {Tie{-}Yan Liu and Kwok{-}Tung Lo and Jian Feng and Xudong Zhang}, title = {Frame interpolation scheme using inertia motion prediction}, journal = {Signal Process. Image Commun.}, volume = {18}, number = {3}, pages = {221--229}, year = {2003}, url = {https://doi.org/10.1016/S0923-5965(02)00141-8}, doi = {10.1016/S0923-5965(02)00141-8}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spic/LiuLFZ03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/LiuZSP02, author = {Tie{-}Yan Liu and Xudong Zhang and Linwei Shan and Yingning Peng}, title = {Constant false-alarm ratio processing for video cut detection}, booktitle = {Proceedings of the 2002 International Conference on Image Processing, {ICIP} 2002, Rochester, New York, USA, September 22-25, 2002}, pages = {121--124}, publisher = {{IEEE}}, year = {2002}, url = {https://doi.org/10.1109/ICIP.2002.1037974}, doi = {10.1109/ICIP.2002.1037974}, timestamp = {Mon, 22 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icip/LiuZSP02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscas/FengLLZ01, author = {Jian Feng and Tie{-}Yan Liu and Kwok{-}Tung Lo and Xu{-}Dong Zhang}, title = {Adaptive motion tracking for fast block motion estimation}, booktitle = {Proceedings of the 2001 International Symposium on Circuits and Systems, {ISCAS} 2001, Sydney, Australia, May 6-9, 2001}, pages = {219--222}, publisher = {{IEEE}}, year = {2001}, url = {https://doi.org/10.1109/ISCAS.2001.922024}, doi = {10.1109/ISCAS.2001.922024}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iscas/FengLLZ01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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