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Graph Anomaly Detection

Papers

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Showing 51–87 of 87 papers

TitleStatusHype
Graph Anomaly Detection in Time Series: A Survey—0
Graph Pre-Training Models Are Strong Anomaly Detectors—0
Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection—0
HLSAD: Hodge Laplacian-based Simplicial Anomaly Detection—0
GRAM: An Interpretable Approach for Graph Anomaly Detection using Gradient Attention Maps—0
MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series—0
Multi-Level Anomaly Detection on Time-Varying Graph Data—0
Open-Set Graph Anomaly Detection via Normal Structure Regularisation—0
Reinforcement Neighborhood Selection for Unsupervised Graph Anomaly Detection—0
Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View Perspective—0
Semi-supervised Anomaly Detection with Extremely Limited Labels in Dynamic Graphs—0
Temporal-Aware Graph Attention Network for Cryptocurrency Transaction Fraud Detection—0
Temporal Graph Networks for Graph Anomaly Detection in Financial Networks—0
Towards Cross-domain Few-shot Graph Anomaly Detection—0
Towards Multi-view Graph Anomaly Detection with Similarity-Guided Contrastive Clustering—0
UMGAD: Unsupervised Multiplex Graph Anomaly Detection—0
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
High-Pass Graph Convolutional Network for Enhanced Anomaly Detection: A Novel ApproachCode0
Online Detection of Anomalies in Temporal Knowledge Graphs with InterpretabilityCode0
MetaGAD: Meta Representation Adaptation for Few-Shot Graph Anomaly DetectionCode0
Three Revisits to Node-Level Graph Anomaly Detection: Outliers, Message Passing and Hyperbolic Neural NetworksCode0
Mul-GAD: a semi-supervised graph anomaly detection framework via aggregating multi-view informationCode0
Towards Automated Self-Supervised Learning for Truly Unsupervised Graph Anomaly DetectionCode0
Multitask Active Learning for Graph Anomaly DetectionCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
On Generalization of Graph Autoencoders with Adversarial TrainingCode0
AHEAD: A Triple Attention Based Heterogeneous Graph Anomaly Detection ApproachCode0
Polynomial Selection in Spectral Graph Neural Networks: An Error-Sum of Function Slices ApproachCode0
Partition-wise Graph Filtering: A Unified Perspective Through the Lens of Graph CoarseningCode0
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