Log Sequence Anomaly Detection Based on Local Information Extraction and Globally Sparse Transformer Model. - Chunkai Zhang; Xinyu Wang 028; Hongye Zhang; Hanyu Zhang; Peiyi Han (IEEE Trans. Netw. Serv. Manag., 2021)

LayerLog: Log sequence anomaly detection based on hierarchical semantics. - Chunkai Zhang; Xinyu Wang 028; Hongye Zhang; Jiahua Zhang; Hanyu Zhang; Chuanyi Liu; Peiyi Han (Appl. Soft Comput., 2023)

VESC: a new variational autoencoder based model for anomaly detection. - Chunkai Zhang; Xinyu Wang 028; Jiahua Zhang; Shaocong Li; Hanyu Zhang; Chuanyi Liu; Peiyi Han (Int. J. Mach. Learn. Cybern., 2023)