| Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT | Jan 7, 2025 | Graph AttentionKnowledge Graphs | —Unverified | 0 |
| KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion | Jan 7, 2025 | AttributeCollaborative Filtering | —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 |
| Multi-Task Semantic Communication With Graph Attention-Based Feature Correlation Extraction | Jan 2, 2025 | Feature CorrelationGraph 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 |
| Weakly Supervised Learning on Large Graphs | Jan 2, 2025 | ClassificationGraph Attention | —Unverified | 0 |
| BrepGiff: Lightweight Generation of Complex B-rep with 3D GAT Diffusion | Jan 1, 2025 | Graph Attention | —Unverified | 0 |
| Spatial Temporal Attention based Target Vehicle Trajectory Prediction for Internet of Vehicles | Jan 1, 2025 | Graph AttentionPrediction | —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 |
| 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 |
| 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 |
| FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks | Dec 20, 2024 | Graph AttentionGraph Learning | —Unverified | 0 |
| MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control | Dec 20, 2024 | Graph AttentionQ-Learning | CodeCode Available | 0 |
| Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes | Dec 17, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Graph Spring Neural ODEs for Link Sign Prediction | Dec 17, 2024 | Graph AttentionLink Sign Prediction | —Unverified | 0 |