Publication ANT: Exploiting Adaptive Numerical Data Type for Low-Bit Deep Neural Network Quantization Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu MICRO | October 2022 IEEE Micro Top Picks 2023 Honorable Mention
Publication VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning Che Wang, Xufang Luo, Keith Ross, Dongsheng Li 2022 Neural Information Processing Systems | September 2022
Publication Rethinking Image and Video Restoration: An Industrial Perspective Huan Yang CTSoc-NCT | September 2022 Project
Publication 4D LUT: Learnable Context-Aware 4D Lookup Table for Image Enhancement Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian arXiv | September 2022 Project
Publication Stabilize Deep ResNet with A Sharp Scaling Factor τ Huishuai Zhang, Da Yu, Mingyang Yi, Wei Chen, Tie-Yan Liu Machine Learning | September 2022
Publication ML4S: Learning Causal Skeleton from Vicinal Graphs Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang SIGKDD 2022 | August 2022
Publication pureGAM: Learning an Inherently Pure Additive Model Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang SIGKDD 2022 | August 2022
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
