Multivariate time series anomaly detection via dynamic graph attention network and Informer. - Xiangheng Huang; Ningjiang Chen; Ziyue Deng; Suqun Huang (Appl. Intell., 2024)

Long Short-Term Multivariate Time Series Anomaly Detection via Double-Branch Attention and Dynamic Graph Attention Network. - Xiangheng Huang; Fei Zhou; Tao Deng; Fanglin Chen; Jining Chen; Ningjiang Chen (Int. J. Pattern Recognit. Artif. Intell., 2025)