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Learning Regularized Positional Encoding for Molecular Prediction


Nov 23, 2022
Xiang Gao, Weihao Gao, Wenzhi Xiao, Zhirui Wang, Chong Wang, Liang Xiang

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* AI4Science Workshop at NeurIPS 2022 

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Supervised Pretraining for Molecular Force Fields and Properties Prediction


Nov 23, 2022
Xiang Gao, Weihao Gao, Wenzhi Xiao, Zhirui Wang, Chong Wang, Liang Xiang

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* AI4Science Workshop at NeurIPS 2022 

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Learning to Simulate Unseen Physical Systems with Graph Neural Networks


Jan 28, 2022
Ce Yang, Weihao Gao, Di Wu, Chong Wang

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* 9 pages, 5 figures, NeurIPS 2021 Workshop on AI for Science 

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Learning Large-Time-Step Molecular Dynamics with Graph Neural Networks


Dec 21, 2021
Tianze Zheng, Weihao Gao, Chong Wang

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* 7 pages, 2 figures. NeurIPS 2021 AI for Science Workshop 

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Defending against Reconstruction Attack in Vertical Federated Learning


Jul 21, 2021
Jiankai Sun, Yuanshun Yao, Weihao Gao, Junyuan Xie, Chong Wang

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* Accepted to International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML 2021 (FL-ICML'21) 

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Vertical Federated Learning without Revealing Intersection Membership


Jun 10, 2021
Jiankai Sun, Xin Yang, Yuanshun Yao, Aonan Zhang, Weihao Gao, Junyuan Xie, Chong Wang

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One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning


Apr 27, 2021
Chaosheng Dong, Xiaojie Jin, Weihao Gao, Yijia Wang, Hongyi Zhang, Xiang Wu, Jianchao Yang, Xiaobing Liu

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* 13 pages 

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Label Leakage and Protection in Two-party Split Learning


Feb 17, 2021
Oscar Li, Jiankai Sun, Xin Yang, Weihao Gao, Hongyi Zhang, Junyuan Xie, Virginia Smith, Chong Wang

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Deep Retrieval: An End-to-End Learnable Structure Model for Large-Scale Recommendations


Jul 12, 2020
Weihao Gao, Xiangjun Fan, Jiankai Sun, Kai Jia, Wenzhi Xiao, Chong Wang, Xiaobing Liu

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* 13 pages, 4 figures 

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