| KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion | Jan 7, 2025 | AttributeCollaborative Filtering | —Unverified | 0 |
| Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT | Jan 7, 2025 | Graph AttentionKnowledge Graphs | —Unverified | 0 |
| A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News Detection | Jan 6, 2025 | Binary ClassificationFake News Detection | CodeCode Available | 0 |
| Weakly Supervised Learning on Large Graphs | Jan 2, 2025 | ClassificationGraph Attention | —Unverified | 0 |
| KANS: Knowledge Discovery Graph Attention Network for Soft Sensing in Multivariate Industrial Processes | Jan 2, 2025 | Graph AttentionGraph structure learning | —Unverified | 0 |
| Multi-Task Semantic Communication With Graph Attention-Based Feature Correlation Extraction | Jan 2, 2025 | Feature CorrelationGraph Attention | —Unverified | 0 |
| Spatial Temporal Attention based Target Vehicle Trajectory Prediction for Internet of Vehicles | Jan 1, 2025 | Graph AttentionPrediction | —Unverified | 0 |
| BrepGiff: Lightweight Generation of Complex B-rep with 3D GAT Diffusion | Jan 1, 2025 | Graph Attention | —Unverified | 0 |
| Cross-Modal Fusion and Attention Mechanism for Weakly Supervised Video Anomaly Detection | Dec 29, 2024 | Anomaly DetectionGraph Attention | —Unverified | 0 |
| Graph-attention-based Casual Discovery with Trust Region-navigated Clipping Policy Optimization | Dec 27, 2024 | Causal DiscoveryGraph Attention | —Unverified | 0 |
| Enhancing Cognitive Diagnosis by Modeling Learner Cognitive Structure State | Dec 27, 2024 | cognitive diagnosisDiagnostic | —Unverified | 0 |
| Graph-Enhanced Dual-Stream Feature Fusion with Pre-Trained Model for Acoustic Traffic Monitoring | Dec 26, 2024 | Graph AttentionSound Source Localization | —Unverified | 0 |
| GAIS: A Novel Approach to Instance Selection with Graph Attention Networks | Dec 26, 2024 | Graph Attentiongraph construction | —Unverified | 0 |
| Towards Expressive Video Dubbing with Multiscale Multimodal Context Interaction | Dec 25, 2024 | Graph AttentionSentence | CodeCode Available | 0 |
| Towards understanding how attention mechanism works in deep learning | Dec 24, 2024 | Deep LearningGraph Attention | —Unverified | 0 |
| A Coalition Game for On-demand Multi-modal 3D Automated Delivery System | Dec 23, 2024 | Graph Attention | —Unverified | 0 |
| STAHGNet: Modeling Hybrid-grained Heterogenous Dependency Efficiently for Traffic Prediction | Dec 23, 2024 | Feature EngineeringGraph Attention | —Unverified | 0 |
| Multi-view Fuzzy Graph Attention Networks for Enhanced Graph Learning | Dec 23, 2024 | Graph AttentionGraph Classification | —Unverified | 0 |
| LASE: Learned Adjacency Spectral Embeddings | Dec 23, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 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 |
| GAT-RWOS: Graph Attention-Guided Random Walk Oversampling for Imbalanced Data Classification | Dec 20, 2024 | Graph Attentionimbalanced classification | CodeCode Available | 0 |
| MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control | Dec 20, 2024 | Graph AttentionQ-Learning | CodeCode Available | 0 |
| FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks | Dec 20, 2024 | Graph AttentionGraph Learning | —Unverified | 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 |
| Graph-Powered Defense: Controller Area Network Intrusion Detection for Unmanned Aerial Vehicles | Dec 3, 2024 | Graph AttentionIntrusion Detection | —Unverified | 0 |
| Towards the efficacy of federated prediction for epidemics on networks | Dec 3, 2024 | Federated LearningGraph Attention | CodeCode Available | 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 |
| Heterogeneous Relationships of Subjects and Shapelets for Semi-supervised Multivariate Series Classification | Nov 27, 2024 | Activity RecognitionClassification | —Unverified | 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 |
| Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification | Nov 25, 2024 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Graph Neural Network-Based Entity Extraction and Relationship Reasoning in Complex Knowledge Graphs | Nov 19, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Multi-Hyperbolic Space-based Heterogeneous Graph Attention Network | Nov 18, 2024 | Graph AttentionGraph Embedding | —Unverified | 0 |
| Higher Order Graph Attention Probabilistic Walk Networks | Nov 18, 2024 | DiversityGraph Attention | —Unverified | 0 |
| SAG-ViT: A Scale-Aware, High-Fidelity Patching Approach with Graph Attention for Vision Transformers | Nov 14, 2024 | Graph Attentionimage-classification | CodeCode Available | 0 |
| Flow reconstruction in time-varying geometries using graph neural networks | Nov 13, 2024 | Graph Attention | —Unverified | 0 |
| Spatially Regularized Graph Attention Autoencoder Framework for Detecting Rainfall Extremes | Nov 12, 2024 | Anomaly DetectionGraph Attention | —Unverified | 0 |
| Enhancing Link Prediction with Fuzzy Graph Attention Networks and Dynamic Negative Sampling | Nov 12, 2024 | Graph AttentionLink Prediction | —Unverified | 0 |