| UniDyG: A Unified and Effective Representation Learning Approach for Large Dynamic Graphs | Feb 23, 2025 | Graph AttentionRepresentation Learning | —Unverified | 0 |
| Graph Attention Convolutional U-NET: A Semantic Segmentation Model for Identifying Flooded Areas | Feb 21, 2025 | Decision MakingGraph Attention | —Unverified | 0 |
| Reinforcement Learning with Graph Attention for Routing and Wavelength Assignment with Lightpath Reuse | Feb 20, 2025 | BenchmarkingGraph Attention | —Unverified | 0 |
| PLDR-LLMs Learn A Generalizable Tensor Operator That Can Replace Its Own Deep Neural Net At Inference | Feb 19, 2025 | Graph AttentionLarge Language Model | CodeCode Available | 0 |
| Tuning Algorithmic and Architectural Hyperparameters in Graph-Based Semi-Supervised Learning with Provable Guarantees | Feb 18, 2025 | Graph Attention | —Unverified | 0 |
| Feature-based Graph Attention Networks Improve Online Continual Learning | Feb 13, 2025 | Continual LearningGraph Attention | —Unverified | 0 |
| Representation Learning to Advance Multi-institutional Studies with Electronic Health Record Data | Feb 12, 2025 | Federated LearningGraph Attention | —Unverified | 0 |
| Neighborhood-Order Learning Graph Attention Network for Fake News Detection | Feb 10, 2025 | Fake News DetectionGraph Attention | CodeCode Available | 0 |
| Graph Neural Network Enabled Pinching Antennas | Feb 8, 2025 | Computational EfficiencyGraph Attention | —Unverified | 0 |
| Graph machine learning for flight delay prediction due to holding manouver | Feb 6, 2025 | Feature ImportanceGraph Attention | CodeCode Available | 0 |
| Message-Passing GNNs Fail to Approximate Sparse Triangular Factorizations | Feb 3, 2025 | Graph Attention | —Unverified | 0 |
| Molecular Odor Prediction Based on Multi-Feature Graph Attention Networks | Feb 3, 2025 | Graph Attention | —Unverified | 0 |
| Improving vision-language alignment with graph spiking hybrid Networks | Jan 31, 2025 | Contrastive LearningDiversity | —Unverified | 0 |
| Extracting Inter-Protein Interactions Via Multitasking Graph Structure Learning | Jan 29, 2025 | Graph AttentionGraph structure learning | —Unverified | 0 |
| Chinese Stock Prediction Based on a Multi-Modal Transformer Framework: Macro-Micro Information Fusion | Jan 28, 2025 | Graph AttentionStock Prediction | —Unverified | 0 |
| Rethinking Functional Brain Connectome Analysis: Do Graph Deep Learning Models Help? | Jan 28, 2025 | Deep LearningGraph Attention | CodeCode Available | 0 |
| Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures | Jan 25, 2025 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| BMG-Q: Localized Bipartite Match Graph Attention Q-Learning for Ride-Pooling Order Dispatch | Jan 23, 2025 | Graph AttentionGraph Sampling | —Unverified | 0 |
| Knowledge-Informed Multi-Agent Trajectory Prediction at Signalized Intersections for Infrastructure-to-Everything | Jan 23, 2025 | Autonomous DrivingGraph Attention | —Unverified | 0 |
| Multivariate Wireless Link Quality Prediction Based on Pre-trained Large Language Models | Jan 20, 2025 | Graph AttentionPrediction | —Unverified | 0 |
| Multi-Class Traffic Assignment using Multi-View Heterogeneous Graph Attention Networks | Jan 15, 2025 | Graph Attention | —Unverified | 0 |
| Discovery of sustainable energy materials via the machine-learned material space | Jan 10, 2025 | Dimensionality ReductionGraph Attention | —Unverified | 0 |
| Halal or Not: Knowledge Graph Completion for Predicting Cultural Appropriateness of Daily Products | Jan 10, 2025 | Graph AttentionKnowledge Graph Completion | CodeCode Available | 0 |
| Fine-tuning is Not Fine: Mitigating Backdoor Attacks in GNNs with Limited Clean Data | Jan 10, 2025 | Graph Attention | —Unverified | 0 |
| GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology | Jan 8, 2025 | DiagnosticGraph Attention | CodeCode Available | 0 |