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Unified 2D and 3D Pre-Training of Molecular Representations


Jul 14, 2022
Jinhua Zhu, Yingce Xia, Lijun Wu, Shufang Xie, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu

* KDD-2022 

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RetroGraph: Retrosynthetic Planning with Graph Search


Jun 23, 2022
Shufang Xie, Rui Yan, Peng Han, Yingce Xia, Lijun Wu, Chenjuan Guo, Bin Yang, Tao Qin

* KDD2022 

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SMT-DTA: Improving Drug-Target Affinity Prediction with Semi-supervised Multi-task Training


Jun 22, 2022
Qizhi Pei, Lijun Wu, Jinhua Zhu, Yingce Xia, Shufang Xie, Tao Qin, Haiguang Liu, Tie-Yan Liu


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A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond


Apr 20, 2022
Yisheng Xiao, Lijun Wu, Junliang Guo, Juntao Li, Min Zhang, Tao Qin, Tie-yan Liu

* 25 pages, 11 figures, 4 tables 

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A Mutually Reinforced Framework for Pretrained Sentence Embeddings


Feb 28, 2022
Junhan Yang, Zheng Liu, Shitao Xiao, Jianxun Lian, Lijun Wu, Defu Lian, Guangzhong Sun, Xing Xie


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Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting


Feb 18, 2022
Lin Huang, Lijun Wu, Jia Zhang, Jiang Bian, Tie-Yan Liu


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AF$_2$: Adaptive Focus Framework for Aerial Imagery Segmentation


Feb 18, 2022
Lin Huang, Qiyuan Dong, Lijun Wu, Jia Zhang, Jiang Bian, Tie-Yan Liu


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Direct Molecular Conformation Generation


Feb 03, 2022
Jinhua Zhu, Yingce Xia, Chang Liu, Lijun Wu, Shufang Xie, Tong Wang, Yusong Wang, Wengang Zhou, Tao Qin, Houqiang Li, Tie-Yan Liu


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C$^2$-Rec: An Effective Consistency Constraint for Sequential Recommendation


Dec 13, 2021
Chong Liu, Xiaoyang Liu, Rongqin Zheng, Lixin Zhang, Xiaobo Liang, Juntao Li, Lijun Wu, Min Zhang, Leyu Lin


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How to Leverage Multimodal EHR Data for Better Medical Predictions?


Oct 29, 2021
Bo Yang, Lijun Wu

* Accepted by EMNLP 2021 

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