"graph anomaly detection" Papers

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DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector

Jinghan Li, Yuan Gao, Jinda Lu et al.

ICLR 2025arXiv:2410.06549
9
citations

Out-of-Distribution Generalized Graph Anomaly Detection with Homophily-aware Environment Mixup

Sibo Tian, Xin Wang, Zeyang Zhang et al.

NEURIPS 2025

REVISITING MULTI-PERMUTATION EQUIVARIANCE THROUGH THE LENS OF IRREDUCIBLE REPRESENTATIONS

Yonatan Sverdlov, Ido Springer, Nadav Dym

ICLR 2025arXiv:2410.06665
2
citations

Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark

Yili Wang, Yixin Liu, Xu Shen et al.

ICLR 2025arXiv:2406.15523
17
citations