Outage Prediction and Diagnosis for Cloud Service Systems. - Yujun Chen; Xian Yang 001; Qingwei Lin; Hongyu Zhang 002; Feng Gao 022; Zhangwei Xu; Yingnong Dang; Dongmei Zhang 001; Hang Dong 004; Yong Xu 010; Hao Li; Yu Kang 006 (WWW, 2019)

Identifying linked incidents in large-scale online service systems. - Yujun Chen; Xian Yang 001; Hang Dong 004; Xiaoting He 003; Hongyu Zhang 002; Qingwei Lin; Junjie Chen 003; Pu Zhao 004; Yu Kang 006; Feng Gao 022; Zhangwei Xu; Dongmei Zhang 001 (ESEC/SIGSOFT FSE, 2020)

Predictive Job Scheduling under Uncertain Constraints in Cloud Computing. - Hang Dong 004; Boshi Wang; Bo Qiao 001; Wenqian Xing; Chuan Luo 002; Si Qin; Qingwei Lin; Dongmei Zhang 001; Gurpreet Virdi; Thomas Moscibroda (IJCAI, 2021)

Effective low capacity status prediction for cloud systems. - Hang Dong 004; Si Qin; Yong Xu 010; Bo Qiao 001; Shandan Zhou; Xian Yang 001; Chuan Luo 002; Pu Zhao 004; Qingwei Lin; Hongyu Zhang 002; Abulikemu Abuduweili; Sanjay Ramanujan; et al. (ESEC/SIGSOFT FSE, 2021)

Automatic Loss Function Search for Predict-Then-Optimize Problems with Strong Ranking Property. - Boshi Wang; Jialin Yi; Hang Dong 004; Bo Qiao 001; Chuan Luo 002; Qingwei Lin (ICLR, 2022)

Robust Positive-Unlabeled Learning via Noise Negative Sample Self-correction. - Zhangchi Zhu; Lu Wang 029; Pu Zhao 004; Chao Du; Wei Zhang 056; Hang Dong 004; Bo Qiao 001; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang 001 (KDD, 2023)

Multi-Agent Reinforcement Learning with Shared Policy for Cloud Quota Management Problem. - Tong Cheng; Hang Dong 004; Lu Wang 029; Bo Qiao 001; Si Qin; Qingwei Lin; Dongmei Zhang 001; Saravan Rajmohan; Thomas Moscibroda (WWW (Companion Volume), 2023)

Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning. - Junjie Sheng; Lu Wang 029; Fangkai Yang; Bo Qiao 001; Hang Dong 004; Xiangfeng Wang; Bo Jin 003; Jun Wang 006; Si Qin; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang 001 (WWW, 2023)

Introspective Tips: Large Language Model for In-Context Decision Making. - Liting Chen; Lu Wang 029; Hang Dong 004; Yali Du 001; Jie Yan; Fangkai Yang; Shuang Li 002; Pu Zhao 004; Si Qin; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang 001 (CoRR, 2023)

TaskWeaver: A Code-First Agent Framework. - Bo Qiao 001; Liqun Li; Xu Zhang 024; Shilin He; Yu Kang 006; Chaoyun Zhang; Fangkai Yang; Hang Dong 004; Jue Zhang; Lu Wang 029; Minghua Ma; Pu Zhao 004; et al. (CoRR, 2023)

COIN: Chance-Constrained Imitation Learning for Safe and Adaptive Resource Oversubscription under Uncertainty. - Lu Wang 029; Mayukh Das; Fangkai Yang; Chao Du; Bo Qiao 001; Hang Dong 004; Chetan Bansal; Si Qin; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang 001; Qi Zhang 066 (CIKM, 2024)

SMuCo: Reinforcement Learning for Visual Control via Sequential Multi-view Total Correlation. - Tong Cheng; Hang Dong 004; Lu Wang 029; Bo Qiao 001; Qingwei Lin; Saravan Rajmohan; Thomas Moscibroda (UAI, 2024)

Risk-aware Adaptive Virtual CPU Oversubscription in Microsoft Cloud via Prototypical Human-in-the-loop Imitation Learning. - Lu Wang 029; Mayukh Das; Fangkai Yang; Junjie Sheng; Bo Qiao 001; Hang Dong 004; Si Qin; Victor Rühle; Chetan Bansal; Eli Cortez; Íñigo Goiri; Saravan Rajmohan; et al. (CoRR, 2024)

COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription Policy. - Lu Wang 029; Mayukh Das; Fangkai Yang; Chao Du; Bo Qiao 001; Hang Dong 004; Si Qin; Chetan Bansal; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang 001; Qi Zhang 066 (CoRR, 2024)

Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning. - Dapeng Li 001; Hang Dong 004; Lu Wang 029; Bo Qiao 001; Si Qin; Qingwei Lin; Dongmei Zhang 001; Qi Zhang 066; Zhiwei Xu 005; Bin Zhang 052; Guoliang Fan (CoRR, 2024)

An Advanced Reinforcement Learning Framework for Online Scheduling of Deferrable Workloads in Cloud Computing. - Hang Dong 004; Liwen Zhu 003; Zhao Shan; Bo Qiao 001; Fangkai Yang; Si Qin; Chuan Luo 002; Qingwei Lin; Yuwen Yang; Gurpreet Virdi; Saravan Rajmohan; Dongmei Zhang 001; et al. (CoRR, 2024)

Counter-Empirical Attacking Based on Adversarial Reinforcement Learning for Time-Relevant Scoring System. - Xiangguo Sun; Hong Cheng 001; Hang Dong 004; Bo Qiao 001; Si Qin; Qingwei Lin (IEEE Trans. Knowl. Data Eng., 2024)