| PCE-GAN: A Generative Adversarial Network for Point Cloud Attribute Quality Enhancement based on Optimal Transport | Feb 26, 2025 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Multiview graph dual-attention deep learning and contrastive learning for multi-criteria recommender systems | Feb 26, 2025 | Contrastive LearningGraph Attention | CodeCode Available | 0 |
| SE(3)-Equivariant Ternary Complex Prediction Towards Target Protein Degradation | Feb 26, 2025 | Blind DockingDecoder | CodeCode Available | 1 |
| 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 |
| Enhanced Load Forecasting with GAT-LSTM: Leveraging Grid and Temporal Features | Feb 12, 2025 | Graph AttentionLoad Forecasting | CodeCode Available | 1 |
| Neighborhood-Order Learning Graph Attention Network for Fake News Detection | Feb 10, 2025 | Fake News DetectionGraph Attention | CodeCode Available | 0 |
| RelGNN: Composite Message Passing for Relational Deep Learning | Feb 10, 2025 | Deep LearningGraph Attention | CodeCode Available | 1 |
| Graph Neural Network Enabled Pinching Antennas | Feb 8, 2025 | Computational EfficiencyGraph Attention | —Unverified | 0 |
| Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning | Feb 8, 2025 | Graph AttentionRepresentation Learning | CodeCode Available | 1 |
| Graph machine learning for flight delay prediction due to holding manouver | Feb 6, 2025 | Feature ImportanceGraph Attention | CodeCode Available | 0 |
| Molecular Odor Prediction Based on Multi-Feature Graph Attention Networks | Feb 3, 2025 | Graph Attention | —Unverified | 0 |
| Message-Passing GNNs Fail to Approximate Sparse Triangular Factorizations | Feb 3, 2025 | Graph Attention | —Unverified | 0 |
| Improving vision-language alignment with graph spiking hybrid Networks | Jan 31, 2025 | Contrastive LearningDiversity | —Unverified | 0 |
| LiDAR Loop Closure Detection using Semantic Graphs with Graph Attention Networks | Jan 31, 2025 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| Extracting Inter-Protein Interactions Via Multitasking Graph Structure Learning | Jan 29, 2025 | Graph AttentionGraph structure learning | —Unverified | 0 |
| Rethinking Functional Brain Connectome Analysis: Do Graph Deep Learning Models Help? | Jan 28, 2025 | Deep LearningGraph Attention | CodeCode Available | 0 |
| Chinese Stock Prediction Based on a Multi-Modal Transformer Framework: Macro-Micro Information Fusion | Jan 28, 2025 | Graph AttentionStock Prediction | —Unverified | 0 |
| Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures | Jan 25, 2025 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| An Attentive Graph Agent for Topology-Adaptive Cyber Defence | Jan 24, 2025 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |