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Graph Anomaly Detection

Papers

Showing 5175 of 87 papers

TitleStatusHype
Graph Anomaly Detection in Time Series: A Survey0
Graph Pre-Training Models Are Strong Anomaly Detectors0
Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection0
HLSAD: Hodge Laplacian-based Simplicial Anomaly Detection0
GRAM: An Interpretable Approach for Graph Anomaly Detection using Gradient Attention Maps0
MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series0
Multi-Level Anomaly Detection on Time-Varying Graph Data0
Open-Set Graph Anomaly Detection via Normal Structure Regularisation0
Reinforcement Neighborhood Selection for Unsupervised Graph Anomaly Detection0
Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View Perspective0
Semi-supervised Anomaly Detection with Extremely Limited Labels in Dynamic Graphs0
Temporal-Aware Graph Attention Network for Cryptocurrency Transaction Fraud Detection0
Temporal Graph Networks for Graph Anomaly Detection in Financial Networks0
Towards Cross-domain Few-shot Graph Anomaly Detection0
Towards Multi-view Graph Anomaly Detection with Similarity-Guided Contrastive Clustering0
UMGAD: Unsupervised Multiplex Graph Anomaly Detection0
Action Sequence Augmentation for Early Graph-based Anomaly DetectionCode0
Coupled-Space Attacks against Random-Walk-based Anomaly DetectionCode0
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly DetectionCode0
Unsupervised Graph Anomaly Detection via Multi-Hypersphere Heterophilic Graph LearningCode0
Label-based Graph Augmentation with Metapath for Graph Anomaly DetectionCode0
Revisiting Multi-Permutation Equivariance through the Lens of Irreducible RepresentationsCode0
Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly DetectionCode0
Crowdsourcing Fraud Detection over Heterogeneous Temporal MMMA GraphCode0
ANOMIX: A Simple yet Effective Hard Negative Generation via Mixing for Graph Anomaly DetectionCode0
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