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Tie-Yan Liu

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Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning

Oct 27, 2021
Jongjin Park, Younggyo Seo, Chang Liu, Li Zhao, Tao Qin, Jinwoo Shin, Tie-Yan Liu

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Optimizing Information-theoretical Generalization Bounds via Anisotropic Noise in SGLD

Oct 26, 2021
Bohan Wang, Huishuai Zhang, Jieyu Zhang, Qi Meng, Wei Chen, Tie-Yan Liu

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Equivariant vector field network for many-body system modeling

Oct 26, 2021
Weitao Du, He Zhang, Yuanqi Du, Qi Meng, Wei Chen, Bin Shao, Tie-Yan Liu

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HIST: A Graph-based Framework for Stock Trend Forecasting via Mining Concept-Oriented Shared Information

Oct 26, 2021
Wentao Xu, Weiqing Liu, Lewen Wang, Yingce Xia, Jiang Bian, Jian Yin, Tie-Yan Liu

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Distributional Reinforcement Learning for Multi-Dimensional Reward Functions

Oct 26, 2021
Pushi Zhang, Xiaoyu Chen, Li Zhao, Wei Xiong, Tao Qin, Tie-Yan Liu

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FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition

Oct 18, 2021
Yichong Leng, Xu Tan, Rui Wang, Linchen Zhu, Jin Xu, Wenjie Liu, Linquan Liu, Tao Qin, Xiang-Yang Li, Edward Lin, Tie-Yan Liu

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Improved Drug-target Interaction Prediction with Intermolecular Graph Transformer

Oct 15, 2021
Siyuan Liu, Yusong Wang, Tong Wang, Yifan Deng, Liang He, Bin Shao, Jian Yin, Nanning Zheng, Tie-Yan Liu

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Discovering Drug-Target Interaction Knowledge from Biomedical Literature

Sep 27, 2021
Yutai Hou, Yingce Xia, Lijun Wu, Shufang Xie, Yang Fan, Jinhua Zhu, Wanxiang Che, Tao Qin, Tie-Yan Liu

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TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method

Sep 20, 2021
Zeqian Ju, Peiling Lu, Xu Tan, Rui Wang, Chen Zhang, Songruoyao Wu, Kejun Zhang, Xiangyang Li, Tao Qin, Tie-Yan Liu

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