OpenCodePapers

fraud-detection-on-yelp-fraud

Active Speaker DetectionFraud Detection
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PaperCodeAUC-ROCAveraged PrecisionF1 MacroG-meanModelNameReleaseDate
LEX-GNN: Label-Exploring Graph Neural Network for Accurate Fraud Detection✓ Link96.4083.5686.3584.91LEX-GNN2024-10-21
Financial Fraud Detection using Jump-Attentive Graph Neural Networks✓ Link95.11JA-GNN2024-11-07
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation✓ Link94.9882.41GTAN2024-12-24
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU Hardware✓ Link93.18BOLT-GRAPH2023-03-30
SplitGNN: Spectral Graph Neural Network for Fraud Detection against Heterophily✓ Link92.03SplitGNN2023-10-21
New Benchmarks for Learning on Non-Homophilous Graphs✓ Link90.04GAT+JK2021-04-03
RLC-GNN: An Improved Deep Architecture for Spatial-Based Graph Neural Network with Application to Fraud Detection85.44RLC-GNN2021-06-18
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks✓ Link83.54RioGNN2021-04-16
Pick and Choose: A GNN-based Imbalanced Learning Approach for Fraud Detection✓ Link79.8748.10PC-GNN2021-04-19
Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters✓ Link75.7042.68CARE-GNN2020-08-19
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