Time-Series Anomaly Detection Service at Microsoft. - Hansheng Ren; Bixiong Xu; Yujing Wang; Chao Yi; Congrui Huang; Xiaoyu Kou; Tony Xing; Mao Yang 004; Jie Tong; Qi Zhang 066 (KDD, 2019)

Time-Series Anomaly Detection Service at Microsoft. - Hansheng Ren; Bixiong Xu; Yujing Wang; Chao Yi; Congrui Huang; Xiaoyu Kou; Tony Xing; Mao Yang; Jie Tong; Qi Zhang (CoRR, 2019)

Multivariate Time-series Anomaly Detection via Graph Attention Network. - Hang Zhao; Yujing Wang; Juanyong Duan; Congrui Huang; Defu Cao; Yunhai Tong; Bixiong Xu; Jing Bai 010; Jie Tong; Qi Zhang 066 (ICDM, 2020)

Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting. - Defu Cao; Yujing Wang; Juanyong Duan; Ce Zhang 001; Xia Zhu; Congrui Huang; Yunhai Tong; Bixiong Xu; Jing Bai 010; Jie Tong; Qi Zhang 066 (NeurIPS, 2020)

Automated Model Selection for Time-Series Anomaly Detection. - Yuanxiang Ying; Juanyong Duan; Chunlei Wang; Yujing Wang; Congrui Huang; Bixiong Xu (CoRR, 2020)

Learning Timestamp-Level Representations for Time Series with Hierarchical Contrastive Loss. - Zhihan Yue; Yujing Wang; Juanyong Duan; Tianmeng Yang; Congrui Huang; Bixiong Xu (CoRR, 2021)

TS2Vec: Towards Universal Representation of Time Series. - Zhihan Yue; Yujing Wang; Juanyong Duan; Tianmeng Yang; Congrui Huang; Yunhai Tong; Bixiong Xu (AAAI, 2022)

Heat-RL: Online Model Selection for Streaming Time-Series Anomaly Detection. - Yujing Wang; Luoxing Xiong; Mingliang Zhang 004; Hui Xue 004; Qi Chen 009; Yaming Yang 001; Yunhai Tong; Congrui Huang; Bixiong Xu (CoLLAs, 2022)

CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis. - Shifu Yan; Caihua Shan; Wenyi Yang; Bixiong Xu; Dongsheng Li 002; Lili Qiu; Jie Tong; Qi Zhang 001 (KDD, 2022)

STAND-Guard: A Small Task-Adaptive Content Moderation Model. - Minjia Wang; Pingping Lin; Siqi Cai; Shengnan An; Shengjie Ma; Zeqi Lin; Congrui Huang; Bixiong Xu (COLING (Industry), 2025)