Publication Solving the Batch Stochastic Bin Packing Problem in Cloud: A Chance-constrained Optimization Approach Jie Yan, Yunlei Lu, Liting Chen, Si Qin, Yixin Fang, Qingwei Lin 林庆维, Thomas Moscibroda, Saravan Rajmohan, Dongmei Zhang SIGKDD’22 | August 2022 Project Project
Publication NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365 Lu Wang, Pu Zhao, Chao Du, Chuan Luo, Mengna Su, Fangkai Yang, Yudong Liu, Qingwei Lin 林庆维, Min Wang, Yingnong Dang, Hongyu Zhang, Saravan Rajmohan, Dongmei Zhang SIGKDD 2022 | August 2022 Project Project
Publication Language-Guided Face Animation by Recurrent StyleGAN-based Generator Tiankai Hang, Huan Yang, Bei Liu, Jianlong Fu, Xin Geng, Baining Guo arXiv | August 2022 Project
Publication Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval Zehan Li, Nan Yang, Liang Wang, Furu Wei August 2022
Publication Adaptive Inertia: Disentangling the Effects of Adaptive Learning Rate and Momentum Zeke Xie, Xinrui Wang, Huishuai Zhang, Issei Sato, Masashi Sugiyama ICML 2022 | July 2022
Publication SE(3) Equivariant Graph Neural Networks with Complete Local Frames weitao du, He Zhang, Yuanqi Du, Qi Meng, Wei Chen, Tie-Yan Liu, Nanning Zheng, Bin Shao ICML 2022 | July 2022
Publication Branching Reinforcement Learning Yihan Du, Wei Chen Proceedings of the 39th International Conference on Machine Learning (ICML) | July 2022
Publication Unified 2D and 3D Pre-Training of Molecular Representations Jinhua Zhu, Yingce Xia, Lijun Wu, Shufang Xie, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu KDD 2022 | July 2022
Publication RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin 林庆维, Murali Chintalapati OSDI’22 | July 2022 Project Project Project
Publication PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training Wei Zhang , Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo 2022 USENIX Annual Technical Conference | July 2022
Research
Research