CloudRCA: A Root Cause Analysis Framework for Cloud Computing Platforms. - Yingying Zhang; Zhengxiong Guan; Huajie Qian; Leili Xu; Hengbo Liu; Qingsong Wen; Liang Sun 001; Junwei Jiang; Lunting Fan; Min Ke (CIKM, 2021)

MACE: A Multi-pattern Accommodated and Efficient Anomaly Detection Method in the Frequency Domain. - Feiyi Chen; Yingying Zhang; Zhen Qin 004; Lunting Fan; Renhe Jiang; Yuxuan Liang; Qingsong Wen; Shuiguang Deng (CoRR, 2023)

RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models. - Zefan Wang; Zichuan Liu; Yingying Zhang; Aoxiao Zhong; Jihong Wang; Fengbin Yin; Lunting Fan; Lingfei Wu 001; Qingsong Wen (CIKM, 2024)

Advancing Multivariate Time Series Anomaly Detection: A Comprehensive Benchmark with Real-World Data from Alibaba Cloud. - Chaoli Zhang 001; Yingying Zhang; Lanshu Peng; Qingsong Wen; Yiyuan Yang; Chong-Jiong Fan; Minqi Jiang; Lunting Fan; Liang Sun 001 (CIKM, 2024)

Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection. - Feiyi Chen; Yingying Zhang; Zhen Qin 004; Lunting Fan; Renhe Jiang; Yuxuan Liang; Qingsong Wen; Shuiguang Deng (ICDE, 2024)

Explaining Time Series via Contrastive and Locally Sparse Perturbations. - Zichuan Liu; Yingying Zhang; Tianchun Wang; Zefan Wang; Dongsheng Luo; Mengnan Du; Min Wu 008; Yi Wang 022; Chunlin Chen; Lunting Fan; Qingsong Wen (ICLR, 2024)

Cluster-Wide Task Slowdown Detection in Cloud System. - Feiyi Chen; Yingying Zhang; Lunting Fan; Yuxuan Liang; Guansong Pang; Qingsong Wen; Shuiguang Deng (KDD, 2024)

LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection. - Feiyi Chen; Zhen Qin 004; Mengchu Zhou; Yingying Zhang; Shuiguang Deng; Lunting Fan; Guansong Pang; Qingsong Wen (WWW, 2024)

RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems. - Biao Ouyang; Yingying Zhang; Hanyin Cheng; Yang Shu 001; Chenjuan Guo; Bin Yang 002; Qingsong Wen; Lunting Fan; Christian S. Jensen (Proc. VLDB Endow., 2024)

Noise Matters: Cross Contrastive Learning for Flink Anomaly Detection. - Zhihao Zhuang; Yingying Zhang; Kai Zhao 009; Chenjuan Guo; Bin Yang 002; Qingsong Wen; Lunting Fan (Proc. VLDB Endow., 2024)