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Learning to Maximize Mutual Information for Dynamic Feature Selection


Jan 02, 2023
Ian Covert, Wei Qiu, Mingyu Lu, Nayoon Kim, Nathan White, Su-In Lee

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CELLS: A Parallel Corpus for Biomedical Lay Language Generation


Nov 07, 2022
Yue Guo, Wei Qiu, Gondy Leroy, Sheng Wang, Trevor Cohen

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RPM: Generalizable Behaviors for Multi-Agent Reinforcement Learning


Oct 18, 2022
Wei Qiu, Xiao Ma, Bo An, Svetlana Obraztsova, Shuicheng Yan, Zhongwen Xu

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Off-Beat Multi-Agent Reinforcement Learning


May 27, 2022
Wei Qiu, Weixun Wang, Rundong Wang, Bo An, Yujing Hu, Svetlana Obraztsova, Zinovi Rabinovich, Jianye Hao, Yingfeng Chen, Changjie Fan

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Mis-spoke or mis-lead: Achieving Robustness in Multi-Agent Communicative Reinforcement Learning


Aug 09, 2021
Wanqi Xue, Wei Qiu, Bo An, Zinovi Rabinovich, Svetlana Obraztsova, Chai Kiat Yeo

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Contingency-Aware Influence Maximization: A Reinforcement Learning Approach


Jun 13, 2021
Haipeng Chen, Wei Qiu, Han-Ching Ou, Bo An, Milind Tambe

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* 11 pages; accepted for publication at UAI 2021 

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RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents


Feb 17, 2021
Wei Qiu, Xinrun Wang, Runsheng Yu, Xu He, Rundong Wang, Bo An, Svetlana Obraztsova, Zinovi Rabinovich

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IFGAN: Missing Value Imputation using Feature-specific Generative Adversarial Networks


Dec 23, 2020
Wei Qiu, Yangsibo Huang, Quanzheng Li

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* Wei Qiu and Yangsibo Huang contribute equally to this work 

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Automated Lay Language Summarization of Biomedical Scientific Reviews


Dec 23, 2020
Yue Guo, Wei Qiu, Yizhong Wang, Trevor Cohen

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* Yue Guo and Wei Qiu contribute equally to this work. This paper is accepted by AAAI 2021 

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Learning Efficient Multi-agent Communication: An Information Bottleneck Approach


Nov 16, 2019
Rundong Wang, Xu He, Runsheng Yu, Wei Qiu, Bo An, Zinovi Rabinovich

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