Publication Keynote: Searching for a New and Better Future of Work Jaime Teevan International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2022
Publication Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble Zhengyu Yang, Kan Ren, Xufang Luo, Minghuan Liu, Weiqing Liu, Jiang Bian, Weinan Zhang, Dongsheng Li IJCAI 2022 | July 2022
Publication Neural-Progressive Hedging: Enforcing Constraints in Reinforcement Learning with Stochastic Programming Supriyo GHOSH, Laura Wynter, Shiau Hong Lim, Duc Thien Nguyen Uncertainty in Artificial Intelligence (UAI) | July 2022
Publication SPINE: A Scalable Log Parser with Feedback Guidance Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, Hongyu Zhang, Yudong Liu, Lingling Zheng, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang 2022 Foundations of Software Engineering (FSE) | July 2022 SIGSOFT Distinguished Paper Award Project Project
Publication Using Pre-trained Language Models to Resolve Textual and Semantic Merge Conflicts (Experience Paper) Jialu Zhang, Mike Kaufman, Todd Mytkowicz, Ruzica Piskac, Shuvendu Lahiri ISSTA 2022: Proceedings of the 31st ACM SIGSOFT International Symposium on Software Testing and Analysis | July 2022 Project Project
Publication The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang CVPR 2022 | July 2022
Publication A Disaggregate Data Collecting Approach for Loss-Tolerant Applications Ziyuan Liu, Zhixiong Niu, Ran Shu, Peng Cheng, Wenxue Cheng, Yongqiang Xiong, Lihua Yuan, Jacob Nelson, Dan R. K. Ports 6th Asia-Pacific Workshop on Networking (APNet '22) | July 2022 Project
Publication Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation Xinyan Fan, Jianxun Lian, Wayne Xin Zhao, Zheng Liu, Chaozhuo Li, Xing Xie SIGIR 2022 | July 2022
Publication A flexible framework for offline effectiveness metrics Alistair Moffat, Joel Mackenzie, Paul Thomas, Leif Azzopardi International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2022
Publication SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou OSDI 2022 | July 2022 Project Project