| Event Time Extraction and Propagation via Graph Attention Networks | Jun 1, 2021 | Graph AttentionNatural Language Understanding | CodeCode Available | 1 | 5 |
| GypSum: Learning Hybrid Representations for Code Summarization | Apr 26, 2022 | Code SummarizationDecoder | CodeCode Available | 1 | 5 |
| Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning | Feb 8, 2025 | Graph AttentionRepresentation Learning | CodeCode Available | 1 | 5 |
| An Attentive Graph Agent for Topology-Adaptive Cyber Defence | Jan 24, 2025 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| 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 | 5 |
| HGATE: Heterogeneous Graph Attention Auto-Encoders | Nov 28, 2021 | Graph AttentionGraph Representation Learning | CodeCode Available | 1 | 5 |
| CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection | Mar 2, 2025 | FairnessGraph Attention | CodeCode Available | 1 | 5 |
| An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment | Jul 24, 2023 | Functional ConnectivityGraph Attention | CodeCode Available | 1 | 5 |
| FRT-PAD: Effective Presentation Attack Detection Driven by Face Related Task | Nov 22, 2021 | AttributeFace Presentation Attack Detection | CodeCode Available | 1 | 5 |
| CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph Augmentation | May 20, 2024 | Contrastive LearningGraph Attention | CodeCode Available | 1 | 5 |
| CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs | Dec 18, 2023 | Graph AttentionInformation Retrieval | CodeCode Available | 1 | 5 |
| Fisher Information Embedding for Node and Graph Learning | May 12, 2023 | Graph AttentionGraph Learning | CodeCode Available | 1 | 5 |
| FinGAT: Financial Graph Attention Networks for Recommending Top-K Profitable Stocks | Jun 18, 2021 | Graph AttentionTime Series | CodeCode Available | 1 | 5 |
| Interpretable Recommender System With Heterogeneous Information: A Geometric Deep Learning Perspective | Sep 20, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 | 5 |
| Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization | Aug 4, 2020 | Graph AttentionSentence | CodeCode Available | 1 | 5 |
| KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning | Sep 26, 2020 | Graph AttentionText Generation | CodeCode Available | 1 | 5 |
| Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment | Dec 6, 2022 | Causal Emotion EntailmentGraph Attention | CodeCode Available | 1 | 5 |
| Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation | Oct 8, 2021 | Graph AttentionRecommendation Systems | CodeCode Available | 1 | 5 |
| Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Network | Mar 3, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| GAME-ON: Graph Attention Network based Multimodal Fusion for Fake News Detection | Feb 25, 2022 | Fake News DetectionGraph Attention | CodeCode Available | 1 | 5 |
| Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks | Jun 23, 2020 | Explainable Artificial Intelligence (XAI)General Classification | CodeCode Available | 1 | 5 |
| Learning on Graphs with Out-of-Distribution Nodes | Aug 13, 2023 | Graph AttentionGraph Learning | CodeCode Available | 1 | 5 |
| GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation | Apr 13, 2022 | Data-to-Text GenerationGraph Attention | CodeCode Available | 1 | 5 |
| Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal Control | Feb 27, 2020 | Deep Reinforcement LearningGraph Attention | CodeCode Available | 1 | 5 |
| Disease State Prediction From Single-Cell Data Using Graph Attention Networks | Feb 14, 2020 | Disease PredictionGraph Attention | CodeCode Available | 1 | 5 |
