| ViDTA: Enhanced Drug-Target Affinity Prediction via Virtual Graph Nodes and Attention-based Feature Fusion | Dec 27, 2024 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| ERGNN: Spectral Graph Neural Network With Explicitly-Optimized Rational Graph Filters | Dec 26, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics | Dec 25, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| NoiseHGNN: Synthesized Similarity Graph-Based Neural Network For Noised Heterogeneous Graph Representation Learning | Dec 24, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Rethinking Cancer Gene Identification through Graph Anomaly Analysis | Dec 23, 2024 | Graph Neural Network | CodeCode Available | 0 |
| LASE: Learned Adjacency Spectral Embeddings | Dec 23, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| Distributed Cooperative Positioning in Dense Wireless Networks: A Neural Network Enhanced Fast Convergent Parametric Message Passing Method | Dec 22, 2024 | Graph Neural Network | —Unverified | 0 |
| Multi-atlas Ensemble Graph Neural Network Model For Major Depressive Disorder Detection Using Functional MRI Data | Dec 21, 2024 | DiagnosticGraph Neural Network | —Unverified | 0 |
| Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees | Dec 21, 2024 | Graph Neural NetworkIn-Context Learning | CodeCode Available | 0 |
| DCOR: Anomaly Detection in Attributed Networks via Dual Contrastive Learning Reconstruction | Dec 21, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |