Publication OpenNetLab: Open Platform for RL-based Congestion Control for Real-Time Communications Jeongyoon Eo, Zhixiong Niu, Wenxue Cheng, Francis Y. Yan, Rui Gao, Jorina Kardhashi, Scott Inglis, Michael Revow, Byung-Gon Chun, Peng Cheng, Yongqiang Xiong Asia-Pacific Workshop on Networking (APNet ’22) | July 2022 Best Paper Award
Publication RetrieverTTS: Modeling Decomposed Factors for Text-Based Speech Insertion Dacheng Yin, Chuanxin Tang, Yanqing Liu, Xiaoqiang Wang, Zhiyuan Zhao, Yucheng Zhao, Zhiwei Xiong, Sheng Zhao, Chong Luo Interspeech 2022 | July 2022 PrePrint
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 Treehouse: A Case For Carbon-Aware Datacenter Software Thomas Anderson, Adam Belay, Mosharaf Chowdhury, Asaf Cidon, Irene Zhang Workshop on Sustainable Computer Systems Design and Implementation | July 2022
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 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 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