Multi-Graph Structure Learning-based Multivariate Time Series Anomaly Detection with Extended Prior Knowledge. - Shiming He; GenXin Li; Qinqing Guo; Kun Xie 001 (CSCWD, 2024)

Fusion Graph Structure Learning-Based Multivariate Time Series Anomaly Detection With Structured Prior Knowledge. - Shiming He; GenXin Li; Kun Xie 001; Pradip Kumar Sharma (IEEE Trans. Inf. Forensics Secur., 2024)

Graph Structure Learning-Based Multivariate Time Series Anomaly Detection in Internet of Things for Human-Centric Consumer Applications. - Shiming He; GenXin Li; Tongzhijian Yi; Osama Alfarraj; Amr Tolba; Arun Kumar Sangaiah; R. Simon Sherratt (IEEE Trans. Consumer Electron., 2024)

Multivariate Time Series Anomaly Detection Based on Multiple Spatiotemporal Graph Convolution. - Shiming He; Qingqing Guo; GenXin Li; Kun Xie 001; Pradip Kumar Sharma (IEEE Trans. Instrum. Meas., 2025)

Uni-directional graph structure learning-based multivariate time series anomaly detection with dynamic prior knowledge. - Shiming He; GenXin Li; Jin Wang 001; Kun Xie 001; Pradip Kumar Sharma (Int. J. Mach. Learn. Cybern., 2025)