BigIN4: Instant, Interactive Insight Identification for Multi-Dimensional Big Data. - Qingwei Lin; Weichen Ke; Jian-Guang Lou; Hongyu Zhang 002; Kaixin Sui; Yong Xu 010; Ziyi Zhou; Bo Qiao 001; Dongmei Zhang 001 (KDD, 2018)

Neural Feature Search: A Neural Architecture for Automated Feature Engineering. - Xiangning Chen; Bo Qiao 001; Weiyi Zhang; Wei Wu 011; Murali Chintalapati; Dongmei Zhang 001; Qingwei Lin; Chuan Luo 002; Xudong Li; Hongyu Zhang 002; Yong Xu 010; Yingnong Dang; et al. (ICDM, 2019)

Robust log-based anomaly detection on unstable log data. - Xu Zhang 024; Yong Xu 010; Qingwei Lin; Bo Qiao 001; Hongyu Zhang 002; Yingnong Dang; Chunyu Xie; Xinsheng Yang; Qian Cheng; Ze Li 005; Junjie Chen 003; Xiaoting He 003; et al. (ESEC/SIGSOFT FSE, 2019)

Cross-dataset Time Series Anomaly Detection for Cloud Systems. - Xu Zhang 024; Qingwei Lin; Yong Xu 010; Si Qin; Hongyu Zhang 002; Bo Qiao 001; Yingnong Dang; Xinsheng Yang; Qian Cheng; Murali Chintalapati; Youjiang Wu; Ken Hsieh; et al. (USENIX ATC, 2019)

Intelligent Virtual Machine Provisioning in Cloud Computing. - Chuan Luo 002; Bo Qiao 001; Xin Chen; Pu Zhao 004; Randolph Yao; Hongyu Zhang 002; Wei Wu 011; Andrew Zhou; Qingwei Lin (IJCAI, 2020)

Towards intelligent incident management: why we need it and how we make it. - Zhuangbin Chen; Yu Kang 006; Liqun Li; Xu Zhang 024; Hongyu Zhang 002; Hui Xu 009; Yangfan Zhou; Li Yang; Jeffrey Sun; Zhangwei Xu; Yingnong Dang; Feng Gao 022; et al. (ESEC/SIGSOFT FSE, 2020)

Efficient incident identification from multi-dimensional issue reports via meta-heuristic search. - Jiazhen Gu; Chuan Luo 002; Si Qin; Bo Qiao 001; Qingwei Lin; Hongyu Zhang 002; Ze Li 005; Yingnong Dang; Shaowei Cai 001; Wei Wu 011; Yangfan Zhou; Murali Chintalapati; et al. (ESEC/SIGSOFT FSE, 2020)

Efficient customer incident triage via linking with system incidents. - Jiazhen Gu; Jiaqi Wen; Zijian Wang; Pu Zhao 004; Chuan Luo 002; Yu Kang 006; Yangfan Zhou; Li Yang; Jeffrey Sun; Zhangwei Xu; Bo Qiao 001; Liqun Li; et al. (ESEC/SIGSOFT FSE, 2020)

CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems. - Ke Xu; Yun Wang 012; Leni Yang; Yifang Wang 001; Bo Qiao 001; Si Qin; Yong Xu 010; Haidong Zhang; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2020)

Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems. - Chuan Luo 002; Bo Qiao 001; Wenqian Xing; Xin Chen; Pu Zhao 004; Chao Du; Randolph Yao; Hongyu Zhang 002; Wei Wu 011; Shaowei Cai 001; Bing He; Saravanakumar Rajmohan; et al. (AAAI, 2021)

PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector. - Chuan Luo 002; Pu Zhao 004; Chen Chen; Bo Qiao 001; Chao Du; Hongyu Zhang 002; Wei Wu 011; Shaowei Cai 001; Bing He; Saravanakumar Rajmohan; Qingwei Lin (AAAI, 2021)

AutoCCAG: An Automated Approach to Constrained Covering Array Generation. - Chuan Luo 002; Jinkun Lin; Shaowei Cai 001; Xin Chen; Bing He; Bo Qiao 001; Pu Zhao 004; Qingwei Lin; Hongyu Zhang 002; Wei Wu 011; Saravanakumar Rajmohan; Dongmei Zhang 001 (ICSE, 2021)

Fast Outage Analysis of Large-scale Production Clouds with Service Correlation Mining. - Yaohui Wang 003; Guozheng Li 001; Zijian Wang; Yu Kang 006; Yangfan Zhou; Hongyu Zhang 002; Feng Gao 022; Jeffrey Sun; Li Yang; Pochian Lee; Zhangwei Xu; Pu Zhao 004; et al. (ICSE, 2021)

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)

How Long Will it Take to Mitigate this Incident for Online Service Systems? - Weijing Wang; Junjie Chen 003; Lin Yang; Hongyu Zhang 002; Pu Zhao 004; Bo Qiao 001; Yu Kang 006; Qingwei Lin; Saravanakumar Rajmohan; Feng Gao 022; Zhangwei Xu; Yingnong Dang; et al. (ISSRE, 2021)

RLNF: Reinforcement Learning based Noise Filtering for Click-Through Rate Prediction. - Pu Zhao 004; Chuan Luo 002; Cheng Zhou; Bo Qiao 001; Jiale He; Liangjie Zhang; Qingwei Lin (SIGIR, 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)

LS-sampling: an effective local search based sampling approach for achieving high t-wise coverage. - Chuan Luo 002; Binqi Sun; Bo Qiao 001; Junjie Chen 003; Hongyu Zhang 002; Jinkun Lin; Qingwei Lin; Dongmei Zhang 001 (ESEC/SIGSOFT FSE, 2021)

Intelligent container reallocation at Microsoft 365. - Bo Qiao 001; Fangkai Yang; Chuan Luo 002; Yanan Wang; Johnny Li; Qingwei Lin; Hongyu Zhang 002; Mohit Datta; Andrew Zhou; Thomas Moscibroda; Saravanakumar Rajmohan; Dongmei Zhang 001 (ESEC/SIGSOFT FSE, 2021)

Onion: identifying incident-indicating logs for cloud systems. - Xu Zhang 024; Yong Xu 010; Si Qin; Shilin He; Bo Qiao 001; Ze Li 005; Hongyu Zhang 002; Xukun Li; Yingnong Dang; Qingwei Lin; Murali Chintalapati; Saravanakumar Rajmohan; et al. (ESEC/SIGSOFT FSE, 2021)

Fighting the Fog of War: Automated Incident Detection for Cloud Systems. - Liqun Li; Xu Zhang 024; Xin Zhao; Hongyu Zhang 002; Yu Kang 006; Pu Zhao 004; Bo Qiao 001; Shilin He; Pochian Lee; Jeffrey Sun; Feng Gao 022; Li Yang; et al. (USENIX ATC, 2021)

NTAM: Neighborhood-Temporal Attention Model for Disk Failure Prediction in Cloud Platforms. - Chuan Luo 002; Pu Zhao 004; Bo Qiao 001; Youjiang Wu; Hongyu Zhang 002; Wei Wu 011; Weihai Lu; Yingnong Dang; Saravanakumar Rajmohan; Qingwei Lin; Dongmei Zhang 001 (WWW, 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)

T-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series Classification. - Pu Zhao 004; Chuan Luo 002; Bo Qiao 001; Lu Wang 029; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang 001 (IJCAI, 2022)

Spot Virtual Machine Eviction Prediction in Microsoft Cloud. - Fangkai Yang; Bowen Pang; Jue Zhang; Bo Qiao 001; Lu Wang 029; Camille Couturier; Chetan Bansal; Soumya Ram; Si Qin; Zhen Ma; Iñigo Goiri; Eli Cortez; et al. (WWW (Companion Volume), 2022)

Snape: Reliable and Low-Cost Computing with Mixture of Spot and On-Demand VMs. - Fangkai Yang; Lu Wang 029; Zhenyu Xu; Jue Zhang; Liqun Li; Bo Qiao 001; Camille Couturier; Chetan Bansal; Soumya Ram; Si Qin; Zhen Ma; Íñigo Goiri; et al. (ASPLOS (3), 2023)

Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering. - Fangkai Yang; Pu Zhao 004; Zezhong Wang 004; Lu Wang 029; Bo Qiao 001; Jue Zhang; Mohit Garg; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang 001 (EMNLP (Industry Track), 2023)

TraceArk: Towards Actionable Performance Anomaly Alerting for Online Service Systems. - Zhengran Zeng; Yuqun Zhang; Yong Xu 010; Minghua Ma; Bo Qiao 001; Wentao Zou; Qingjun Chen; Meng Zhang 025; Xu Zhang 024; Hongyu Zhang 002; Xuedong Gao; Hao Fan; et al. (ICSE-SEIP, 2023)

CODEC: Cost-Effective Duration Prediction System for Deadline Scheduling in the Cloud. - Haozhe Li; Minghua Ma; Yudong Liu; Si Qin; Bo Qiao 001; Randolph Yao; Harshwardhan Chaturvedi; Tri Tran; Murali Chintalapati; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang 001 (ISSRE, 2023)

Contextual Self-attentive Temporal Point Process for Physical Decommissioning Prediction of Cloud Assets. - Fangkai Yang; Jue Zhang; Lu Wang 029; Bo Qiao 001; Di Weng; Xiaoting Qin; Gregory Weber; Durgesh Nandini Das; Srinivasan Rakhunathan; Ranganathan Srikanth; Qingwei Lin; Dongmei Zhang 001 (KDD, 2023)

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)

Assess and Summarize: Improve Outage Understanding with Large Language Models. - Pengxiang Jin; Shenglin Zhang; Minghua Ma; Haozhe Li; Yu Kang 006; Liqun Li; Yudong Liu; Bo Qiao 001; Chaoyun Zhang; Pu Zhao 004; Shilin He; Federica Sarro; et al. (ESEC/SIGSOFT FSE, 2023)

Diffusion-Based Time Series Data Imputation for Cloud Failure Prediction at Microsoft 365. - Fangkai Yang; Wenjie Yin; Lu Wang 029; Tianci Li; Pu Zhao 004; Bo Liu; Paul Wang; Bo Qiao 001; Yudong Liu; Mårten Björkman; Saravan Rajmohan; Qingwei Lin; et al. (ESEC/SIGSOFT FSE, 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)

Diffusion-based Time Series Data Imputation for Microsoft 365. - Fangkai Yang; Wenjie Yin; Lu Wang 029; Tianci Li; Pu Zhao 004; Bo Liu; Paul Wang; Bo Qiao 001; Yudong Liu; Mårten Björkman; Saravan Rajmohan; Qingwei Lin; et al. (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)

Early Bird: Ensuring Reliability of Cloud Systems Through Early Failure Prediction. - Yudong Liu; Minghua Ma; Pu Zhao 004; Tianci Li; Bo Qiao 001; Shuo Li 013; Ze Li 005; Murali Chintalapati; Yingnong Dang; Chetan Bansal; Saravan Rajmohan; Qingwei Lin; et al. (ISSRE (Workshops), 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)

Contrastive Learning with Negative Sampling Correction. - Lu Wang 029; Chao Du; Pu Zhao 004; Chuan Luo 002; Zhangchi Zhu; Bo Qiao 001; Wei Zhang 056; 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)

Large Action Models: From Inception to Implementation. - Lu Wang 029; Fangkai Yang; Chaoyun Zhang; Junting Lu; Jiaxu Qian; Shilin He; Pu Zhao 004; Bo Qiao 001; Ray Huang; Si Qin; Qisheng Su; Jiayi Ye; 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)

UFO: A UI-Focused Agent for Windows OS Interaction. - Chaoyun Zhang; Liqun Li; Shilin He; Xu Zhang 024; Bo Qiao 001; Si Qin; Minghua Ma; Yu Kang 006; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang 001; Qi Zhang 066 (NAACL (Long Papers), 2025)

Large Action Models: From Inception to Implementation. - Lu Wang 029; Fangkai Yang; Chaoyun Zhang; Junting Lu; Jiaxu Qian; Shilin He; Pu Zhao 004; Bo Qiao 001; He Huang; Si Qin; Qisheng Su; Jiayi Ye; et al. (Trans. Mach. Learn. Res., 2025)

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents. - Qianhui Wu; Kanzhi Cheng; Rui Yang 010; Chaoyun Zhang; Jianwei Yang; Huiqiang Jiang; Jian Mu; Baolin Peng; Bo Qiao 001; Reuben Tan; Si Qin; Lars Liden; et al. (CoRR, 2025)