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2020 – today
- 2024
[j2]Xuan Li
, Chunjing Xiao, Ziliang Feng, Shikang Pang, Wenxin Tai, Fan Zhou:
Controlled graph neural networks with denoising diffusion for anomaly detection. Expert Syst. Appl. 237(Part B): 121533 (2024)- [j1]Chunjing Xiao, Shikang Pang, Xovee Xu, Xuan Li, Goce Trajcevski, Fan Zhou:
Counterfactual Data Augmentation With Denoising Diffusion for Graph Anomaly Detection. IEEE Trans. Comput. Soc. Syst. 11(6): 7555-7567 (2024) - [c2]Shikang Pang, Chunjing Xiao, Wenxin Tai, Zhangtao Cheng, Fan Zhou:
Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract). AAAI 2024: 23610-23612 - [c1]Chunjing Xiao, Shikang Pang, Wenxin Tai, Yanlong Huang, Goce Trajcevski, Fan Zhou:
Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-level Anomaly Detection. KDD 2024: 3518-3526 - [i2]Chunjing Xiao, Shikang Pang, Xovee Xu, Xuan Li, Goce Trajcevski, Fan Zhou:
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detection. CoRR abs/2407.02143 (2024) - [i1]Chunjing Xiao, Shikang Pang, Wenxin Tai, Yanlong Huang, Goce Trajcevski, Fan Zhou:
Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-Level Anomaly Detection. CoRR abs/2407.13251 (2024)
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