| G-OSR: A Comprehensive Benchmark for Graph Open-Set Recognition | Mar 1, 2025 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Graph Anomaly Detection via Adaptive Test-time Representation Learning across Out-of-Distribution Domains | Feb 20, 2025 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection | Feb 13, 2025 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 1 |
| CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection | Feb 12, 2025 | Anomaly DetectionAttribute | —Unverified | 0 |
| Out-of-Distribution Detection on Graphs: A Survey | Feb 12, 2025 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 1 |
| Semi-supervised Anomaly Detection with Extremely Limited Labels in Dynamic Graphs | Jan 25, 2025 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Bi-directional Curriculum Learning for Graph Anomaly Detection: Dual Focus on Homogeneity and Heterogeneity | Jan 24, 2025 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Towards Automated Self-Supervised Learning for Truly Unsupervised Graph Anomaly Detection | Jan 24, 2025 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| UMGAD: Unsupervised Multiplex Graph Anomaly Detection | Nov 19, 2024 | Anomaly DetectionAttribute | —Unverified | 0 |
| UniGAD: Unifying Multi-level Graph Anomaly Detection | Nov 10, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 1 |
