Time Series Forecasting Using GRU Neural Network with Multi-lag After Decomposition. - Xu Zhang 024; Furao Shen; Jinxi Zhao; GuoHai Yang (ICONIP (5), 2017)

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)

Assessment of central serous chorioretinopathy (CSC) depicted on color fundus photographs using deep Learning. - Yi Zhen; Hang Chen; Xu Zhang 024; Meng Liu; Xin Meng; Jian Zhang; Jiantao Pu (CoRR, 2019)

Label Mapping Neural Networks with Response Consolidation for Class Incremental Learning. - Xu Zhang 024; Yang Yao; Baile Xu; Lekun Mao; Furao Shen; Jian Zhao 013; Qingwei Lin (CoRR, 2019)

Super Interaction Neural Network. - Yang Yao; Xu Zhang 024; Baile Xu; Furao Shen; Jian Zhao 013 (CoRR, 2019)

A Real-Time Pedestrian Counting System Based on RGB-D. - Yang Yao; Xu Zhang 024; Yu Liang 001; Xin Zhang; Furao Shen; Jian Zhao 013 (ICACI, 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)

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)

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)

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)

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)

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)

SPINE: a scalable log parser with feedback guidance. - Xuheng Wang; Xu Zhang 024; Liqun Li; Shilin He; Hongyu Zhang 002; Yudong Liu; Lingling Zheng; Yu Kang 006; Qingwei Lin; Yingnong Dang; Saravanakumar Rajmohan; Dongmei Zhang 001 (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)

An Intelligent Framework for Timely, Accurate, and Comprehensive Cloud Incident Detection. - Yichen Li 003; Xu Zhang 024; Shilin He; Zhuangbin Chen; Yu Kang 006; Jinyang Liu 002; Liqun Li; Yingnong Dang; Feng Gao 022; Zhangwei Xu; Saravan Rajmohan; Qingwei Lin; et al. (ACM SIGOPS Oper. Syst. Rev., 2022)

Towards Lightweight, Model-Agnostic and Diversity-Aware Active Anomaly Detection. - Xu Zhang 024; Yuan Zhao; Ziang Cui; Liqun Li; Shilin He; Qingwei Lin; Yingnong Dang; Saravan Rajmohan; Dongmei Zhang 001 (ICLR, 2023)

CONAN: Diagnosing Batch Failures for Cloud Systems. - Liqun Li; Xu Zhang 024; Shilin He; Yu Kang 006; Hongyu Zhang 002; Minghua Ma; Yingnong Dang; Zhangwei Xu; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang 001 (ICSE-SEIP, 2023)

Incident-aware Duplicate Ticket Aggregation for Cloud Systems. - Jinyang Liu 002; Shilin He; Zhuangbin Chen; Liqun Li; Yu Kang 006; Xu Zhang 024; Pinjia He; Hongyu Zhang 002; Qingwei Lin; Zhangwei Xu; Saravan Rajmohan; Dongmei Zhang 001; et al. (ICSE, 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; Xu Zhang 024; Hongyu Zhang 002; Xuedong Gao; Hao Fan; et al. (ICSE-SEIP, 2023)

LogOnline: A Semi-Supervised Log-Based Anomaly Detector Aided with Online Learning Mechanism. - Xuheng Wang; Jiaxing Song; Xu Zhang 024; Junshu Tang; Weihe Gao; Qingwei Lin (ASE, 2023)

STEAM: Observability-Preserving Trace Sampling. - Shilin He; Botao Feng; Liqun Li; Xu Zhang 024; Yu Kang 006; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang 001 (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)

UniLog: Automatic Logging via LLM and In-Context Learning. - Junjielong Xu; Ziang Cui; Yuan Zhao; Xu Zhang 024; Shilin He; Pinjia He; Liqun Li; Yu Kang 006; Qingwei Lin; Yingnong Dang; Saravan Rajmohan; Dongmei Zhang 001 (ICSE, 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)