Memory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction. - Qinfeng Xiao; Shikuan Shao; Jing Wang (CoRR, 2021)

Multiscale Wavelet Graph AutoEncoder for Multivariate Time-Series Anomaly Detection. - Jing Wang 060; Shikuan Shao; Yunfei Bai; Jiaoxue Deng; Youfang Lin (IEEE Trans. Instrum. Meas., 2023)

Adaptive Plug-and-Play Framework for Time Series Anomaly Detection with Temporal Drift. - Chao Zhong; Chen Xiong; Zhaoyang Ma; Junxiu Ran; Shikuan Shao; Tongkun Xing; Jing Wang (ADMA (4), 2024)