Robust Video Anomaly Detection Framework via Prior Knowledge and Multi-Path Frame Prediction. - Menghao Zhang 004; Jingyu Wang 001; Jing Wang 039; Qi Qi 001; Zirui Zhuang; Haifeng Sun 001; Ning Xiao (ICASSP, 2023)

SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space. - Huazheng Wang; Haifeng Sun 001; Jingyu Wang 001; Qi Qi 001; Zixuan Xia; Menghao Zhang 004; Jianxin Liao (ACL (Findings), 2024)

Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning. - Menghao Zhang 004; Jingyu Wang 001; Qi Qi 001; Haifeng Sun 001; Zirui Zhuang; Pengfei Ren 001; Ruilong Ma; Jianxin Liao (CVPR, 2024)

Safeguarding Sustainable Cities: Unsupervised Video Anomaly Detection through Diffusion-based Latent Pattern Learning. - Menghao Zhang 004; Jingyu Wang 001; Qi Qi 001; Pengfei Ren 001; Haifeng Sun 001; Zirui Zhuang; Lei Zhang 094; Jianxin Liao (IJCAI, 2024)

Enhanced Anomaly Detection in Dashcam Videos: Dual GAN Approach with Swin-Unet for Optical Flow and Region of Interest Analysis. - Haodong Ru; Menghao Zhang 004; Cheng Zhou; Pengfei Ren 001; Haifeng Sun 001; Qi Qi 001; Lejian Zhang; Jingyu Wang 001 (IJCNN, 2024)

Video Anomaly Detection via Progressive Learning of Multiple Proxy Tasks. - Menghao Zhang 004; Jingyu Wang 001; Qi Qi 001; Pengfei Ren 001; Haifeng Sun 001; Zirui Zhuang; Huazheng Wang; Lei Zhang 094; Jianxin Liao (ACM Multimedia, 2024)

Cognition Guided Video Anomaly Detection Framework for Surveillance Services. - Menghao Zhang 004; Jingyu Wang 001; Qi Qi 001; Zirui Zhuang; Haifeng Sun 001; Jianxin Liao (IEEE Trans. Serv. Comput., 2024)