Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract). - Shikang Pang; Chunjing Xiao; Wenxin Tai; Zhangtao Cheng; Fan Zhou 002 (AAAI, 2024)

Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-level Anomaly Detection. - Chunjing Xiao; Shikang Pang; Wenxin Tai; Yanlong Huang; Goce Trajcevski; Fan Zhou 002 (KDD, 2024)

Controlled graph neural networks with denoising diffusion for anomaly detection. - Xuan Li; Chunjing Xiao; Ziliang Feng; Shikang Pang; Wenxin Tai; Fan Zhou 002 (Expert Syst. Appl., 2024)

Counterfactual Data Augmentation With Denoising Diffusion for Graph Anomaly Detection. - Chunjing Xiao; Shikang Pang; Xovee Xu; Xuan Li; Goce Trajcevski; Fan Zhou 002 (IEEE Trans. Comput. Soc. Syst., 2024)