Anomaly Detection of Periodic Multivariate Time Series under High Acquisition Frequency Scene in IoT. - Shuo Zhang; Xiaofei Chen; Jiayuan Chen 002; Qiao Jiang; Hejiao Huang (ICDM (Workshops), 2020)

IoT-GAN: Anomaly Detection for Time Series in IoT Based on Generative Adversarial Networks. - Xiaofei Chen; Shuo Zhang; Qiao Jiang; Jiayuan Chen 002; Hejiao Huang; Chonglin Gu (ICA3PP (2), 2021)

Learning Traffic as Videos: A Spatio-Temporal VAE Approach for Traffic Data Imputation. - Jiayuan Chen 002; Shuo Zhang; Xiaofei Chen; Qiao Jiang; Hejiao Huang; Chonglin Gu (ICANN (5), 2021)

Adaptive Dila-DenseNet for Image based Time Series Classification in IoT. - Qiao Jiang; Shuo Zhang; Jiayuan Chen 002; Xiaofei Chen; Hejiao Huang; Chonglin Gu (IJCNN, 2021)

Spatio-Temporal Data Anomaly Detection Using 3G-Net in IoT. - Shuo Zhang; Jiayuan Chen 002; Xiaofei Chen; Qiao Jiang; Hejiao Huang (ICPADS, 2022)

Data imputation in IoT using Spatio-Temporal Variational Auto-Encoder. - Shuo Zhang; Jinyi Chen; Jiayuan Chen 002; Xiaofei Chen; Hejiao Huang (Neurocomputing, 2023)