Publication Personalized Federated Learning with Adaptive Batchnorm for Healthcare Wang Lu, Jindong Wang, Yiqiang Chen, Xin Qin, Renjun Xu, Dimitrios Dimitriadis, Tao Qin IEEE Transactions on Big Data | May 2022 Project
Publication Refty: Refinement Types for Valid Deep Learning Models Yanjie Gao, Zhengxian Li, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang ICSE 2022 | May 2022 The 44th International Conference on Software Engineering Project
Publication Improved Drug-target Interaction Prediction with Intermolecular Graph Transformer Siyuan Liu, Yusong Wang, Yifan Deng, Liang He, Bin Shao, Jian Yin, Nanning Zheng, Tie-Yan Liu, Tong Wang Briefings in Bioinformatics | May 2022
Publication Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting Lin Huang, Lijun Wu, Jia Zhang, Jiang Bian, Tie-Yan Liu AAAI 2022 | May 2022
Publication FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang ACL 2022 Main Track | May 2022 Project
Publication Adaptive Greedy versus Non-Adaptive Greedy for Influence Maximization Wei Chen, Binghui Peng, Grant Schoenebeck, Biaoshuai Tao Journal of Artificial Intelligence Research | May 2022, Vol 74: pp. 303-351
Publication MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding Junlong Li, Yiheng Xu, Lei Cui, Furu Wei ACL 2022 | May 2022 Project
Publication Timing-Based Browsing Privacy Vulnerabilities Via Site Isolation Zihao Jin, Ziqiao Kong, Shuo Chen, Haixin Duan IEEE Symposium on Security and Privacy (Oakland) | May 2022
Publication TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang EMNLP’22 Oral Main Track | May 2022
Publication HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang ACL 2022 Main Track | May 2022 Project
Research
Research