Publication Neighborhood Geometric Structure Preserving Variational Auto-Encoder for Smooth and Bounded Data Sources Xingyu Chen, Chunyu Wang, Xuguang Lan, Nanning Zheng, Wenjun Zeng IEEE Transactions on Neural Networks and Learning Systems (to appear) | January 2021
Publication Return-Based Contrastive Representation Learning for Reinforcement Learning Guoqing Liu, Chuheng Zhang, Li Zhao, Tao Qin, Jinhua Zhu, Li Jian, Nenghai Yu, Tie-Yan Liu Ninth International Conference on Learning Representations(ICLR) | January 2021 Project
Publication AutoCCAG: An Automated Approach to Constrained Covering Array Generation Chuan Luo, …, Qingwei Lin 林庆维, … ICSE 2021 | January 2021 Project
Publication Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions Sebastien Levy, Randolph Yao, Youjiang Wu, Yingnong Dang, Peng Huang, Zheng Mu, Pu Zhao, Tarun Ramani, Naga Govindraju, Xukun Li, Qingwei Lin 林庆维, Gil Lapid Shafriri, Murali Chintalapati OSDI’20 | December 2020 Project Project Project
Publication Narya: Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions Sebastien Levy, Randolph Yao, Youjiang Wu, Yingnong Dang, Peng Huang, Zheng Mu, Pu Zhao, Tarun Ramani, Naga Govindraju, Xukun Li, Qingwei Lin, Gil Lapid Shafriri, Murali Chintalapati MSR-TR-2020-35 | December 2020 Published by Microsoft Technical report – extension of OSDI'20 paper Project
Publication BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining Weizhen Qi, Yeyun Gong, Jian Jiao, Yu Yan, Dayiheng Liu, Wei Chen, Kewen Tang, Houqiang Li, Jiusheng Chen, Ruofei Zhang, Ming Zhou, Nan Duan 2021 International Conference on Machine Learning | December 2020
Publication How Incidental are the Incidents? Characterizing and Prioritizing Incidents for Large-Scale Online Service Systems Junjie Chen, Shu Zhang, Xiaoting He, Qingwei Lin 林庆维, Hongyu Zhang, Dan Hao, Yu Kang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang 2020 Automated Software Engineering | December 2020 Project
Publication Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification Kecheng Zheng, Cuiling Lan, Wenjun Zeng, Zhizheng Zhang, Zheng-Jun Zha The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021) | December 2020
Publication Learning Omni-frequency Region-adaptive Representations for Real Image Super-Resolution. Xin Li, Xin Jin, Tao Yu, Yingxue Pang, Simeng Sun, Zhizheng Zhang, Zhibo Chen The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021) | December 2020
Publication AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild Zhe Zhang, Chunyu Wang, Weichao Qiu, Wenhu Qin, Wenjun Zeng International Journal of Computer Vision (to appear) | December 2020
Research
Research