DPSS: Dynamic Parameter Selection for Outlier Detection on Data Streams. - Ruyi Zhang 002; Yijie Wang 001; Haifang Zhou; Bin Li 030; Hongzuo Xu (ICPADS, 2022)

Factorization Machine-based Unsupervised Model Selection Method*. - Ruyi Zhang 002; Yijie Wang 001; Hongzuo Xu; Haifang Zhou (SMC, 2022)

Local-Adaptive Transformer for Multivariate Time Series Anomaly Detection and Diagnosis. - Xiaohui Zhou; Yijie Wang 001; Hongzuo Xu; Mingyu Liu; Ruyi Zhang 002 (SMC, 2023)

Accelerating Static Null Pointer Dereference Detection with Parallel Computing. - Rulin Xu; Luohui Chen; Ruyi Zhang 002; Yuanliang Zhang; Wei Xiao; Haifang Zhou; Xiaoguang Mao (Internetware, 2024)

Angel or Devil: Discriminating Hard Samples and Anomaly Contaminations for Unsupervised Time Series Anomaly Detection. - Ruyi Zhang 002; Hongzuo Xu; Songlei Jian; Yusong Tan; Haifang Zhou; Rulin Xu (CoRR, 2024)

BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance. - Ruyi Zhang 002; Songlei Jian; Yusong Tan; Heng Gao; Haifang Zhou; Kai Lu (ACL (Findings), 2025)

Frequency-enhanced Comprehensive Dependency Attention for Time Series Anomaly Detection. - Haonan Chen; Hongzuo Xu; Songlei Jian; Ruyi Zhang 002; Xingming Li; Zibo Yi (ICASSP, 2025)