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| HLSAD: Hodge Laplacian-based Simplicial Anomaly Detection | May 30, 2025 | Anomaly DetectionComputational Efficiency | —Unverified | 0 |
| Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly Detection | May 25, 2025 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View Perspective | May 23, 2025 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Partition-wise Graph Filtering: A Unified Perspective Through the Lens of Graph Coarsening | May 20, 2025 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| EAGLE: Contrastive Learning for Efficient Graph Anomaly Detection | May 12, 2025 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Towards Anomaly-Aware Pre-Training and Fine-Tuning for Graph Anomaly Detection | Apr 19, 2025 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| CRC-SGAD: Conformal Risk Control for Supervised Graph Anomaly Detection | Apr 3, 2025 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Unsupervised Graph Anomaly Detection via Multi-Hypersphere Heterophilic Graph Learning | Mar 15, 2025 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| G-OSR: A Comprehensive Benchmark for Graph Open-Set Recognition | Mar 1, 2025 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
