| EAGLE: Contrastive Learning for Efficient Graph Anomaly Detection | May 12, 2025 | Anomaly DetectionContrastive Learning | —Unverified | 0 | 0 |
| Towards Anomaly-Aware Pre-Training and Fine-Tuning for Graph Anomaly Detection | Apr 19, 2025 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 | 0 |
| Semi-supervised Anomaly Detection with Extremely Limited Labels in Dynamic Graphs | Jan 25, 2025 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 | 0 |
| DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection | Jun 30, 2022 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 | 0 |
| Temporal-Aware Graph Attention Network for Cryptocurrency Transaction Fraud Detection | Jun 26, 2025 | Anomaly DetectionFeature Engineering | —Unverified | 0 | 0 |
| Temporal Graph Networks for Graph Anomaly Detection in Financial Networks | Mar 27, 2024 | Anomaly DetectionFraud Detection | —Unverified | 0 | 0 |
| CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection | Feb 12, 2025 | Anomaly DetectionAttribute | —Unverified | 0 | 0 |
| A Methodological Report on Anomaly Detection on Dynamic Knowledge Graphs | Aug 12, 2024 | Anomaly DetectionEnsemble Learning | —Unverified | 0 | 0 |
| Graph Anomaly Detection at Group Level: A Topology Pattern Enhanced Unsupervised Approach | Aug 2, 2023 | Anomaly DetectionContrastive Learning | —Unverified | 0 | 0 |
| Graph Anomaly Detection via Adaptive Test-time Representation Learning across Out-of-Distribution Domains | Feb 20, 2025 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 | 0 |
