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Graph Anomaly Detection

Papers

Showing 7687 of 87 papers

TitleStatusHype
Graph Anomaly Detection with Graph Neural Networks: Current Status and Challenges0
Improving Generalizability of Graph Anomaly Detection Models via Data AugmentationCode1
AHEAD: A Triple Attention Based Heterogeneous Graph Anomaly Detection ApproachCode0
DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection0
Rethinking Graph Neural Networks for Anomaly DetectionCode2
From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach0
Generative and Contrastive Self-Supervised Learning for Graph Anomaly DetectionCode1
On Generalization of Graph Autoencoders with Adversarial TrainingCode0
A Comprehensive Survey on Graph Anomaly Detection with Deep LearningCode1
Action Sequence Augmentation for Early Graph-based Anomaly DetectionCode0
One-Class Graph Neural Networks for Anomaly Detection in Attributed NetworksCode1
Multi-Level Anomaly Detection on Time-Varying Graph Data0
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