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)

Predicting Node failure in cloud service systems. - Qingwei Lin; Ken Hsieh; Yingnong Dang; Hongyu Zhang 002; Kaixin Sui; Yong Xu 010; Jian-Guang Lou; Chenggang Li; Youjiang Wu; Randolph Yao; Murali Chintalapati; Dongmei Zhang 001 (ESEC/SIGSOFT FSE, 2018)

Improving Service Availability of Cloud Systems by Predicting Disk Error. - Yong Xu 010; Kaixin Sui; Randolph Yao; Hongyu Zhang 002; Qingwei Lin; Yingnong Dang; Peng Li 062; Keceng Jiang; Wenchi Zhang; Jian-Guang Lou; Murali Chintalapati; Dongmei Zhang 001 (USENIX ATC, 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)

An empirical investigation of incident triage for online service systems. - Junjie Chen 003; Xiaoting He 003; Qingwei Lin; Yong Xu 010; Hongyu Zhang 002; Dan Hao 001; Feng Gao 022; Zhangwei Xu; Yingnong Dang; Dongmei Zhang 001 (ICSE (SEIP), 2019)

QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data. - Rui Ding 001; Shi Han; Yong Xu 010; Haidong Zhang; Dongmei Zhang 001 (SIGMOD Conference, 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)

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)

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)

CARE: Infusing Causal Aware Thinking to Root Cause Analysis in Cloud System. - Yong Xu 010; Xu Zhang 024; Chuan Luo 002; Si Qin; Rohit Pandey; Chao Du; Qingwei Lin; Yingnong Dang; Andrew Zhou (HAOC@EuroSys, 2021)

HALO: Hierarchy-aware Fault Localization for Cloud Systems. - Xu Zhang 024; Chao Du; Yifan Li; Yong Xu 010; Hongyu Zhang 002; Si Qin; Ze Li 005; Qingwei Lin; Yingnong Dang; Andrew Zhou; Saravanakumar Rajmohan; Dongmei Zhang 001 (KDD, 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)

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)

An empirical study of log analysis at Microsoft. - Shilin He; Xu Zhang 024; Pinjia He; Yong Xu 010; Liqun Li; Yu Kang 006; Minghua Ma; Yining Wei; Yingnong Dang; Saravanakumar Rajmohan; Qingwei Lin (ESEC/SIGSOFT FSE, 2022)

An empirical investigation of missing data handling in cloud node failure prediction. - Minghua Ma; Yudong Liu; Yuang Tong; Haozhe Li; Pu Zhao 004; Yong Xu 010; Hongyu Zhang 002; Shilin He; Lu Wang 029; Yingnong Dang; Saravanakumar Rajmohan; Qingwei Lin (ESEC/SIGSOFT FSE, 2022)

UniParser: A Unified Log Parser for Heterogeneous Log Data. - Yudong Liu; Xu Zhang 024; Shilin He; Hongyu Zhang 002; Liqun Li; Yu Kang 006; Yong Xu 010; Minghua Ma; Qingwei Lin; Yingnong Dang; Saravan Rajmohan; Dongmei Zhang 001 (WWW, 2022)

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; Xu Zhang 024; Hongyu Zhang 002; Xuedong Gao; Hao Fan; et al. (ICSE-SEIP, 2023)

Root Cause Analysis for Microservice Systems via Hierarchical Reinforcement Learning from Human Feedback. - Lu Wang 029; Chaoyun Zhang; Ruomeng Ding; Yong Xu 010; Qihang Chen; Wentao Zou; Qingjun Chen; Meng Zhang; Xuedong Gao; Hao Fan; Saravan Rajmohan; Qingwei Lin; et al. (KDD, 2023)

TraceDiag: Adaptive, Interpretable, and Efficient Root Cause Analysis on Large-Scale Microservice Systems. - Ruomeng Ding; Chaoyun Zhang; Lu Wang 029; Yong Xu 010; Minghua Ma; Xiaomin Wu; Meng Zhang; Qingjun Chen; Xin Gao; Xuedong Gao; Hao Fan; Saravan Rajmohan; et al. (ESEC/SIGSOFT FSE, 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)

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments. - Sitao Cheng; Ziyuan Zhuang; Yong Xu 010; Fangkai Yang; Chaoyun Zhang; Xiaoting Qin; Xiang Huang 007; Ling Chen; Qingwei Lin; Dongmei Zhang 001; Saravan Rajmohan; Qi Zhang 066 (ACL (Findings), 2024)

Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation. - Ruomeng Ding; Chaoyun Zhang; Lu Wang 029; Yong Xu 010; Minghua Ma; Wei Zhang 056; Si Qin; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang 001 (ACL (Findings), 2024)

QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction. - Xiang Huang 007; Sitao Cheng; Shanshan Huang; Jiayu Shen; Yong Xu 010; Chaoyun Zhang; Yuzhong Qu (CoRR, 2024)

On the Effectiveness of Large Language Models in Domain-Specific Code Generation. - Xiaodong Gu 002; Meng Chen; Yalan Lin; Yuhan Hu; Hongyu Zhang 002; Chengcheng Wan 001; Zhao Wei; Yong Xu 010; Juhong Wang (ACM Trans. Softw. Eng. Methodol., 2025)