| Graph Anomaly Detection in Time Series: A Survey | Jan 31, 2023 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Graph Pre-Training Models Are Strong Anomaly Detectors | Oct 24, 2024 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection | Apr 25, 2024 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| HLSAD: Hodge Laplacian-based Simplicial Anomaly Detection | May 30, 2025 | Anomaly DetectionComputational Efficiency | —Unverified | 0 |
| GRAM: An Interpretable Approach for Graph Anomaly Detection using Gradient Attention Maps | Nov 10, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series | Nov 22, 2022 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Multi-Level Anomaly Detection on Time-Varying Graph Data | Oct 16, 2014 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Open-Set Graph Anomaly Detection via Normal Structure Regularisation | Nov 12, 2023 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Reinforcement Neighborhood Selection for Unsupervised Graph Anomaly Detection | Dec 9, 2023 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View Perspective | May 23, 2025 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Semi-supervised Anomaly Detection with Extremely Limited Labels in Dynamic Graphs | Jan 25, 2025 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Temporal-Aware Graph Attention Network for Cryptocurrency Transaction Fraud Detection | Jun 26, 2025 | Anomaly DetectionFeature Engineering | —Unverified | 0 |
| Temporal Graph Networks for Graph Anomaly Detection in Financial Networks | Mar 27, 2024 | Anomaly DetectionFraud Detection | —Unverified | 0 |
| Towards Cross-domain Few-shot Graph Anomaly Detection | Oct 11, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Towards Multi-view Graph Anomaly Detection with Similarity-Guided Contrastive Clustering | Sep 15, 2024 | Anomaly DetectionClustering | —Unverified | 0 |
| UMGAD: Unsupervised Multiplex Graph Anomaly Detection | Nov 19, 2024 | Anomaly DetectionAttribute | —Unverified | 0 |
| Action Sequence Augmentation for Early Graph-based Anomaly Detection | Oct 20, 2020 | Anomaly DetectionData Augmentation | CodeCode Available | 0 |
| Coupled-Space Attacks against Random-Walk-based Anomaly Detection | Jul 26, 2023 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detection | Jul 2, 2024 | Anomaly Detectioncounterfactual | CodeCode Available | 0 |
| Unsupervised Graph Anomaly Detection via Multi-Hypersphere Heterophilic Graph Learning | Mar 15, 2025 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| Label-based Graph Augmentation with Metapath for Graph Anomaly Detection | Aug 21, 2023 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| Revisiting Multi-Permutation Equivariance through the Lens of Irreducible Representations | Oct 9, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly Detection | May 25, 2025 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| Crowdsourcing Fraud Detection over Heterogeneous Temporal MMMA Graph | Aug 5, 2023 | Anomaly DetectionFraud Detection | CodeCode Available | 0 |
| ANOMIX: A Simple yet Effective Hard Negative Generation via Mixing for Graph Anomaly Detection | Oct 27, 2024 | Anomaly DetectionContrastive Learning | CodeCode Available | 0 |