| GITO: Graph-Informed Transformer Operator for Learning Complex Partial Differential Equations | Jun 16, 2025 | Graph Neural NetworkSuper-Resolution | —Unverified | 0 |
| KCLNet: Physics-Informed Power Flow Prediction via Constraints Projections | Jun 15, 2025 | Graph Neural NetworkPrediction | —Unverified | 0 |
| FIGNN: Feature-Specific Interpretability for Graph Neural Network Surrogate Models | Jun 13, 2025 | Graph Neural Network | —Unverified | 0 |
| Directed Acyclic Graph Convolutional Networks | Jun 13, 2025 | Causal InferenceComputational Efficiency | —Unverified | 0 |
| Graph Semi-Supervised Learning for Point Classification on Data Manifolds | Jun 13, 2025 | ClassificationGraph Neural Network | —Unverified | 0 |
| SemanticST: Spatially Informed Semantic Graph Learning for Clustering, Integration, and Scalable Analysis of Spatial Transcriptomics | Jun 13, 2025 | BenchmarkingContrastive Learning | —Unverified | 0 |
| Contrastive Matrix Completion with Denoising and Augmented Graph Views for Robust Recommendation | Jun 12, 2025 | Contrastive LearningDenoising | CodeCode Available | 0 |
| Analysis of Anonymous User Interaction Relationships and Prediction of Advertising Feedback Based on Graph Neural Network | Jun 11, 2025 | Graph Neural Network | —Unverified | 0 |
| HGFormer: A Hierarchical Graph Transformer Framework for Two-Stage Colonel Blotto Games via Reinforcement Learning | Jun 10, 2025 | Decision MakingGraph Neural Network | —Unverified | 0 |
| ST-GraphNet: A Spatio-Temporal Graph Neural Network for Understanding and Predicting Automated Vehicle Crash Severity | Jun 9, 2025 | Graph AttentionGraph Neural Network | —Unverified | 0 |