| DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector | Oct 9, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 1 |
| Revisiting Multi-Permutation Equivariance through the Lens of Irreducible Representations | Oct 9, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities | Sep 18, 2024 | Anomaly DetectionDecoder | —Unverified | 0 |
| Deep Graph Anomaly Detection: A Survey and New Perspectives | Sep 16, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 3 |
| Towards Multi-view Graph Anomaly Detection with Similarity-Guided Contrastive Clustering | Sep 15, 2024 | Anomaly DetectionClustering | —Unverified | 0 |
| A Methodological Report on Anomaly Detection on Dynamic Knowledge Graphs | Aug 12, 2024 | Anomaly DetectionEnsemble Learning | —Unverified | 0 |
| Online Detection of Anomalies in Temporal Knowledge Graphs with Interpretability | Aug 1, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| Graph Anomaly Detection with Noisy Labels by Reinforcement Learning | Jul 8, 2024 | Anomaly DetectionFraud Detection | —Unverified | 0 |
| Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detection | Jul 2, 2024 | Anomaly Detectioncounterfactual | CodeCode Available | 0 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 |
| ARC: A Generalist Graph Anomaly Detector with In-Context Learning | May 27, 2024 | Anomaly DetectionARC | CodeCode Available | 1 |
| Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection | Apr 25, 2024 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Polynomial Selection in Spectral Graph Neural Networks: An Error-Sum of Function Slices Approach | Apr 15, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| Temporal Graph Networks for Graph Anomaly Detection in Financial Networks | Mar 27, 2024 | Anomaly DetectionFraud Detection | —Unverified | 0 |
| Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection | Mar 15, 2024 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Three Revisits to Node-Level Graph Anomaly Detection: Outliers, Message Passing and Hyperbolic Neural Networks | Mar 6, 2024 | Anomaly DetectionBenchmarking | CodeCode Available | 0 |
| Towards Fair Graph Anomaly Detection: Problem, Benchmark Datasets, and Evaluation | Feb 25, 2024 | Anomaly DetectionFairness | CodeCode Available | 1 |
| FGAD: Self-boosted Knowledge Distillation for An Effective Federated Graph Anomaly Detection Framework | Feb 20, 2024 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| Generative Semi-supervised Graph Anomaly Detection | Feb 19, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 2 |
| Alleviating Structural Distribution Shift in Graph Anomaly Detection | Jan 25, 2024 | Anomaly DetectionBinary Classification | CodeCode Available | 1 |
| Multitask Active Learning for Graph Anomaly Detection | Jan 24, 2024 | Active LearningAnomaly Detection | CodeCode Available | 0 |
| ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection | Dec 22, 2023 | Anomaly DetectionFraud Detection | CodeCode Available | 1 |
| Reinforcement Neighborhood Selection for Unsupervised Graph Anomaly Detection | Dec 9, 2023 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| Few-shot Message-Enhanced Contrastive Learning for Graph Anomaly Detection | Nov 17, 2023 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Open-Set Graph Anomaly Detection via Normal Structure Regularisation | Nov 12, 2023 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
