| FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment | Mar 31, 2025 | Action Quality AssessmentGraph Attention | CodeCode Available | 0 |
| Semantic-Spatial Feature Fusion with Dynamic Graph Refinement for Remote Sensing Image Captioning | Mar 30, 2025 | Graph AttentionImage Captioning | —Unverified | 0 |
| SafeCast: Risk-Responsive Motion Forecasting for Autonomous Vehicles | Mar 28, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Combining Graph Attention Networks and Distributed Optimization for Multi-Robot Mixed-Integer Convex Programming | Mar 27, 2025 | Distributed OptimizationGraph Attention | —Unverified | 0 |
| GPT Meets Graphs and KAN Splines: Testing Novel Frameworks on Multitask Fine-Tuned GPT-2 with LoRA | Mar 25, 2025 | Graph AttentionKolmogorov-Arnold Networks | —Unverified | 0 |
| Social Network User Profiling for Anomaly Detection Based on Graph Neural Networks | Mar 25, 2025 | Anomaly DetectionComputational Efficiency | —Unverified | 0 |
| Peer Disambiguation in Self-Reported Surveys using Graph Attention Networks | Mar 25, 2025 | Graph Attention | CodeCode Available | 0 |
| Multi-Modality Representation Learning for Antibody-Antigen Interactions Prediction | Mar 22, 2025 | Graph AttentionPrediction | CodeCode Available | 3 |
| Lyapunov-Based Graph Neural Networks for Adaptive Control of Multi-Agent Systems | Mar 19, 2025 | Graph Attention | —Unverified | 0 |
| Dynamic Power Flow Analysis and Fault Characteristics: A Graph Attention Neural Network | Mar 19, 2025 | Computational EfficiencyFault Diagnosis | —Unverified | 0 |
| Graph-CNNs for RF Imaging: Learning the Electric Field Integral Equations | Mar 18, 2025 | Graph AttentionImage Reconstruction | —Unverified | 0 |
| TuneNSearch: a hybrid transfer learning and local search approach for solving vehicle routing problems | Mar 16, 2025 | Graph AttentionMulti-Task Learning | —Unverified | 0 |
| Weighted Graph Structure Learning with Attention Denoising for Node Classification | Mar 15, 2025 | ClassificationDenoising | CodeCode Available | 0 |
| From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis | Mar 14, 2025 | DiagnosticGraph Attention | CodeCode Available | 0 |
| Predicting Stock Movement with BERTweet and Transformers | Mar 13, 2025 | Deep LearningGraph Attention | —Unverified | 0 |
| Unveiling Hidden Pivotal Players with GoalNet: A GNN-Based Soccer Player Evaluation System | Mar 12, 2025 | Graph Attention | —Unverified | 0 |
| Using a single actor to output personalized policy for different intersections | Mar 10, 2025 | Graph AttentionMulti-agent Reinforcement Learning | —Unverified | 0 |
| Causality Enhanced Origin-Destination Flow Prediction in Data-Scarce Cities | Mar 9, 2025 | Graph AttentionKnowledge Distillation | —Unverified | 0 |
| Personalized Federated Learning via Learning Dynamic Graphs | Mar 7, 2025 | Federated LearningGraph Attention | —Unverified | 0 |
| Joint Masked Reconstruction and Contrastive Learning for Mining Interactions Between Proteins | Mar 6, 2025 | Contrastive LearningGraph Attention | CodeCode Available | 0 |
| DA-STGCN: 4D Trajectory Prediction Based on Spatiotemporal Feature Extraction | Mar 5, 2025 | Graph AttentionManagement | —Unverified | 0 |
| Fault Localization and State Estimation of Power Grid under Parallel Cyber-Physical Attacks | Mar 3, 2025 | BlockingFault Diagnosis | —Unverified | 0 |
| GRAIN: Exact Graph Reconstruction from Gradients | Mar 3, 2025 | Federated LearningGraph Attention | CodeCode Available | 0 |
| CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection | Mar 2, 2025 | FairnessGraph Attention | CodeCode Available | 1 |
| Scalable Graph Attention-based Instance Selection via Mini-Batch Sampling and Hierarchical Hashing | Feb 27, 2025 | Graph Attentiongraph construction | —Unverified | 0 |
| 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 |