| Multi-branch Spatio-Temporal Graph Neural Network For Efficient Ice Layer Thickness Prediction | Nov 6, 2024 | Graph Neural Network | —Unverified | 0 |
| SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features | Nov 5, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| DM4Steal: Diffusion Model For Link Stealing Attack On Graph Neural Networks | Nov 5, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Query-Efficient Adversarial Attack Against Vertical Federated Graph Learning | Nov 5, 2024 | Adversarial AttackFederated Learning | CodeCode Available | 0 |
| JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs | Nov 5, 2024 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Privacy-Preserving Graph-Based Machine Learning with Fully Homomorphic Encryption for Collaborative Anti-Money Laundering | Nov 5, 2024 | Computational EfficiencyGraph Neural Network | CodeCode Available | 1 |
| Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches | Nov 4, 2024 | Anomaly DetectionCyber Attack Detection | —Unverified | 0 |
| Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis | Nov 4, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Predicting the Temperature-Dependent CMC of Surfactant Mixtures with Graph Neural Networks | Nov 4, 2024 | Graph Neural Network | CodeCode Available | 0 |
| High-Pass Graph Convolutional Network for Enhanced Anomaly Detection: A Novel Approach | Nov 4, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
