| 2025 | ICA3PP | Baseline Generation Method for HIDS Data Based on Manifold Learning. | Jianfeng Jia, Yilei Wang, Linjiang Zhou, Zhanghan Song, Lin Yi |
| 2024 | ICPADS | AdaDiffAD: Adaptively Segmenting Diffusion Models for Time Series Anomaly Detection in Dynamic JointCloud Environment. | Chao Ma, Lin Yi, Linjiang Zhou, Zepeng Wang, Xiaochuan Shi, Weiping Zhu |
| 2024 | IJCNN | ProDiffAD: Progressively Distilled Diffusion Models for Multivariate Time Series Anomaly Detection in JointCloud Environment. | Fuqiang Tian, Xiaochuan Shi, Linjiang Zhou, Lanlan Chen, Chao Ma, Weiping Zhu |
| 2024 | KSEM | Dynamic Splitting of Diffusion Models for Multivariate Time Series Anomaly Detection in a JointCloud Environment. | Lanlan Chen, Xiaochuan Shi, Linjiang Zhou, Yilei Wang, Chao Ma, Weiping Zhu |
| 2022 | IJCNN | Points2Shapelets: A Salience-Guided Shapelets Selection Approach to Time Series Classification. | Guanxi Feng, Chao Ma, Linjiang Zhou, Libing Wu, Jingsheng Zhang, Xiaochuan Shi |
| 2021 | IJCNN | Salience-CAM: Visual Explanations from Convolutional Neural Networks via Salience Score. | Linjiang Zhou, Chao Ma, Xiaochuan Shi, Dian Zhang, Wei Li, Libing Wu |