| An Attentive Graph Agent for Topology-Adaptive Cyber Defence | Jan 24, 2025 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network | Feb 22, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 1 |
| An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment | Jul 24, 2023 | Functional ConnectivityGraph Attention | CodeCode Available | 1 |
| FinGAT: Financial Graph Attention Networks for Recommending Top-K Profitable Stocks | Jun 18, 2021 | Graph AttentionTime Series | CodeCode Available | 1 |
| GAME-ON: Graph Attention Network based Multimodal Fusion for Fake News Detection | Feb 25, 2022 | Fake News DetectionGraph Attention | CodeCode Available | 1 |
| Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal Control | Feb 27, 2020 | Deep Reinforcement LearningGraph Attention | CodeCode Available | 1 |
| A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in Video | Mar 11, 2020 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| GAT-CADNet: Graph Attention Network for Panoptic Symbol Spotting in CAD Drawings | Jan 3, 2022 | Graph AttentionVector Graphics | CodeCode Available | 1 |
| Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Network | Mar 3, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 1 |
| GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy | May 18, 2025 | Cloud ComputingDeep Reinforcement Learning | CodeCode Available | 1 |
| Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces | Nov 27, 2021 | BenchmarkingGraph Attention | CodeCode Available | 1 |
| Are scene graphs good enough to improve Image Captioning? | Sep 25, 2020 | DecoderGraph Attention | CodeCode Available | 1 |
| CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection | Mar 2, 2025 | FairnessGraph Attention | CodeCode Available | 1 |
| CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs | Dec 18, 2023 | Graph AttentionInformation Retrieval | CodeCode Available | 1 |
| BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis | Apr 6, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Bi-Level Attention Graph Neural Networks | Apr 23, 2023 | Graph AttentionRelation | CodeCode Available | 1 |
| Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs | Oct 19, 2022 | Graph AttentionIntent Detection | CodeCode Available | 1 |
| Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge | Aug 1, 2021 | Fake News DetectionGraph Attention | CodeCode Available | 1 |
| Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge Graphs | Sep 30, 2019 | Graph AttentionKnowledge Graphs | CodeCode Available | 1 |
| Contrastive Viewpoint-aware Shape Learning for Long-term Person Re-Identification | Jan 4, 2024 | Cloth-Changing Person Re-IdentificationContrastive Learning | CodeCode Available | 1 |
| AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks | Oct 4, 2021 | Audio Deepfake DetectionGraph Attention | CodeCode Available | 1 |
| Causal Attention for Interpretable and Generalizable Graph Classification | Dec 30, 2021 | ClassificationGraph Attention | CodeCode Available | 1 |
| Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks | Apr 23, 2023 | Anomaly DetectionGraph Attention | CodeCode Available | 1 |
| DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning | Jan 5, 2024 | Graph Attention | CodeCode Available | 1 |
| Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning | Feb 8, 2025 | Graph AttentionRepresentation Learning | CodeCode Available | 1 |
