Publication TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation Di Yao, Haonan Hu, Lun Du, Gao Cong, Shi Han, Jingping Bi Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD’22) | August 2022
Publication Multi-task Hierarchical Classification for Disk Failure Prediction in Online Service Systems Yudong Liu, Hailan Yang, Pu Zhao, Minghua Ma, Chengwu Wen, Hongyu Zhang, Chuan Luo, Qingwei Lin 林庆维, Chang Yi, Jiaojian Wang, Chenjian Zhang, Paul Wang, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang SIGKDD 2022 | August 2022 Project Project
Publication CLARE: A Semi-supervised Community Detection Algorithm Xixi Wu, Yao Zhang, Yun Xiong, Yizhu Jiao, Caihua Shan, Yangyong Zhu, Philip S Yu KDD 2022 | August 2022
Publication Availability attacks create shortcuts Da Yu, Huishuai Zhang, Wei Chen, Tie-Yan Liu, Jian Yin 2022 Knowledge Discovery and Data Mining | August 2022
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
Research
Research