- 1622. Jianhao Wang, Wenzhe Li, Haozhe Jiang, Guangxiang Zhu, Siyuan Li, Chongjie Zhang. Offline Reinforcement Learning with Reverse Model-based Imagination. , NeurIPS 2021.
- 1621. Lulu Zheng, Jiarui Chen, Jianhao Wang, Jiamin He, Yujing Hu, Yingfeng Chen, Changjie Fan, Yang Gao, Chongjie Zhang. Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration. , NeurIPS 2021.
- 1620. Chenghao Li, Chengjie Wu, Tonghan Wang, JunYang, Qianchuan Zhao, Chongjie Zhang. Celebrating Diversity in Shared Multi-Agent Reinforcement Learning. , NeurIPS 2021.
- 1619. Jianhao Wang, Zhizhou Ren, Beining Han, Jianing Ye, Chongjie Zhang. Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization. , NeurIPS 2021.
- 1618. Han Li, Xinyi Zhao, Shuya Li, Fangping Wan, Dan Zhao, and Jianyang Zeng. MoTSE: an interpretable task similarity estimator for small molecular property prediction tasks. , RECOMB. 2021.
- 1617. Hailin Hu , Xianggen Liu, An Xiao, YangYang Li, Chengdong Zhang, Tao Jiang, Dan Zhao, Sen Song, and Jianyang Zeng. Riboexp: an interpretable reinforcement learning framework for ribosome density modeling. , Briefings in Bioinformatics. 2021.
- 1616. Yiyue Ge, Tingzhong Tian#, Suling Huang#, Fangping Wan#, Jingxin Li#, Shuya Li, Xiaoting Wang, Hui Yang, Lixiang Hong, Nian Wu, Enming Yuan, Yunan Luo, Lili Cheng, Chengliang Hu, Yipin Lei, Hantao Shu, Xiaolong Feng, Ziyuan Jiang, Yunfu Wu, Ying Chi, Xili. An integrative drug repositioning framework discovered a potential therapeutic agent targeting COVID-19. , Signal Transduction and Targeted Therapy. 2021.
- 1615. Eugene F. Douglass Jr, Robert Allaway, Bence Szalai, Wenyu Wang, Tingzhong Tian, Adrià Fernández-Torras, Ron Realubit, Charles Karan, Shuyu Zheng, Alberto Pessia, Ziaurrehman Tanoli, Mohieddin Jafari, Fangping Wan, Shuya Li, Yuanpeng Xiong, Miquel Duran-F. A Community Challenge for Pancancer Drug Mechanism of Action Inference from Perturbational Profile Data. , bioRxiv. 2021.
- 1614. Yuanpeng Xiong, Xuan He, Dan Zhao, Tingzhong Tian, Lixiang Hong, Tao Jiang, and Jianyang Zeng. Modelling Multi-species RNA Modification through Multi-task Curriculum Learning. , Nucleic Acids Research. 2021.
- 1613. Dan Zhao, Weifan Xu, Xiaofan Zhang#, Xiaoting Wang, Enming Yuan, Yuanpeng Xiong, Shenyang Wu, Shuya Li, Nian Wu, Tingzhong Tian, Xiaolong Feng, Hantao Shu, Peng Lang, Xiaokun Shen, Haitao Li, Pilong Li, and Jianyang Zeng. Understanding the phase separation characteristics of nucleocapsid protein provides a new therapeutic opportunity against SARS-CoV-2. , Protein & Cell. 2021.
- 1612. Tingzhong Tian, Shuya Li, Peng Lang, Dan Zhao, Jianyang Zeng. Full-length ribosome density prediction by a multi-input and multi-output model. , PLOS Computational Biology. 2021.
- 1611. Peiyuan Feng, An Xiao, Meng Fang, Fangping Wan, Shuya Li, Peng Lang, Dan Zhao, and Jianyang Zeng. A novel machine learning based framework for modeling transcription elongation. , PNAS 2021.
- 1610. Anna Cichonska, Balaguru Ravikumar, Robert J Allaway, Sungjoon Park, Fangping Wan, Olexandr Isayev, Shuya Li, Michael J Mason, Andrew Lamb, Minji Jeon, Sunkyu Kim, Mariya Popova, Jianyang Zeng, Kristen Dang, Gregory Koytiger, Jaewoo Kang, Carrow I Wells,. Crowdsourced mapping of unexplored target space of kinase inhibitors. , Nature communications. 2021.
- 1609. Peiyuan Feng, Jianyang Zeng, Jianzhu Ma. Predicting MHC-peptide binding affinity by differential boundary tree. , Bioinformatics. 2021.
- 1608. Zhaofeng Ye, Fengling Chen, Jiangyang Zeng, Juntao Gao, Michael Q. Zhang. ScaffComb: A Phenotype-Based Framework for Drug Combination Virtual Screening in Large-Scale Chemical Datasets. , Advanced Science. 2021.
- 1607. Ningning Ding, Zhixuan Fang, Lingjie Duan, and Jianwei Huang. Incentive Mechanism Design for Distributed Coded Machine Learning. , INFOCOM 2021..
- 1606. Ma, Xiaolong, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang, Kaisheng Ma, Bin Ren, and Yanzhi Wang. PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices. , AAAI 2020.
- 1605. Ye, Shaokai, Kailu Wu, Mu Zhou, Yunfei Yang, Sia Huat Tan, Kaidi Xu, Jiebo Song, Chenglong Bao, and Kaisheng Ma. Light-weight Calibrator: a Separable Component for Unsupervised Domain Adaptation. , CVPR 2020.
