| LASE: Learned Adjacency Spectral Embeddings | Dec 23, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| Multi-view Fuzzy Graph Attention Networks for Enhanced Graph Learning | Dec 23, 2024 | Graph AttentionGraph Classification | —Unverified | 0 |
| STAHGNet: Modeling Hybrid-grained Heterogenous Dependency Efficiently for Traffic Prediction | Dec 23, 2024 | Feature EngineeringGraph Attention | —Unverified | 0 |
| GAT-RWOS: Graph Attention-Guided Random Walk Oversampling for Imbalanced Data Classification | Dec 20, 2024 | Graph Attentionimbalanced classification | CodeCode Available | 0 |
| FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks | Dec 20, 2024 | Graph AttentionGraph Learning | —Unverified | 0 |
| Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models | Dec 20, 2024 | Graph AttentionNode Classification | CodeCode Available | 0 |
| MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control | Dec 20, 2024 | Graph AttentionQ-Learning | CodeCode Available | 0 |
| Graph Spring Neural ODEs for Link Sign Prediction | Dec 17, 2024 | Graph AttentionLink Sign Prediction | —Unverified | 0 |
| Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes | Dec 17, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Dynamic Graph Attention Networks for Travel Time Distribution Prediction in Urban Arterial Roads | Dec 15, 2024 | counterfactualGPU | —Unverified | 0 |
| Graph Attention Hamiltonian Neural Networks: A Lattice System Analysis Model Based on Structural Learning | Dec 14, 2024 | Graph Attention | —Unverified | 0 |
| ExeChecker: Where Did I Go Wrong? | Dec 13, 2024 | Contrastive LearningGraph Attention | CodeCode Available | 0 |
| Federated Learning for Traffic Flow Prediction with Synthetic Data Augmentation | Dec 11, 2024 | Data AugmentationFederated Learning | —Unverified | 0 |
| 3D Graph Attention Networks for High Fidelity Pediatric Glioma Segmentation | Dec 9, 2024 | Decision MakingGraph Attention | —Unverified | 0 |
| GABAR: Graph Attention-Based Action Ranking for Relational Policy Learning | Dec 6, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks | Dec 4, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| Towards the efficacy of federated prediction for epidemics on networks | Dec 3, 2024 | Federated LearningGraph Attention | CodeCode Available | 0 |
| Graph-Powered Defense: Controller Area Network Intrusion Detection for Unmanned Aerial Vehicles | Dec 3, 2024 | Graph AttentionIntrusion Detection | —Unverified | 0 |
| FGATT: A Robust Framework for Wireless Data Imputation Using Fuzzy Graph Attention Networks and Transformer Encoders | Dec 2, 2024 | Graph Attentiongraph construction | —Unverified | 0 |
| CSP-AIT-Net: A contrastive learning-enhanced spatiotemporal graph attention framework for short-term metro OD flow prediction with asynchronous inflow tracking | Dec 2, 2024 | Computational EfficiencyContrastive Learning | —Unverified | 0 |
| Long text outline generation: Chinese text outline based on unsupervised framework and large language mode | Dec 1, 2024 | Graph Attention | —Unverified | 0 |
| CONCERTO: Complex Query Execution Mechanism-Aware Learned Cost Estimation | Dec 1, 2024 | Graph AttentionPrediction | —Unverified | 0 |
| Graph Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity Graph | Nov 29, 2024 | Graph Attention | CodeCode Available | 0 |
| LoCATe-GAT: Modeling Multi-Scale Local Context and Action Relationships for Zero-Shot Action Recognition | Nov 27, 2024 | Action RecognitionGraph Attention | CodeCode Available | 0 |
| Perturbation Ontology based Graph Attention Networks | Nov 27, 2024 | Graph AttentionGraph Representation Learning | —Unverified | 0 |