| DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks | Jul 1, 2022 | Graph AttentionMisinformation | 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 |
| ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation | Jul 28, 2020 | Data AugmentationGraph Attention | CodeCode Available | 1 |
| Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction | Jul 1, 2020 | Emotion-Cause Pair ExtractionGraph Attention | CodeCode Available | 1 |
| Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis | Mar 21, 2022 | Dependency ParsingGraph Attention | 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 |
| Bi-Level Attention Graph Neural Networks | Apr 23, 2023 | Graph AttentionRelation | 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 |
| 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 |
| AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks | Oct 4, 2021 | Audio Deepfake DetectionGraph 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 |
| AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction | May 17, 2020 | Graph AttentionMulti-future Trajectory Prediction | CodeCode Available | 1 |
| CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs | Dec 18, 2023 | Graph AttentionInformation Retrieval | CodeCode Available | 1 |
| AirObject: A Temporally Evolving Graph Embedding for Object Identification | Nov 30, 2021 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| Composing Object Relations and Attributes for Image-Text Matching | Jun 17, 2024 | AttributeGraph Attention | 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 |
| Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks | Apr 4, 2021 | Conversational Question AnsweringGraph Attention | CodeCode Available | 1 |
| A Message Passing Perspective on Learning Dynamics of Contrastive Learning | Mar 8, 2023 | Contrastive LearningGraph Attention | CodeCode Available | 1 |
| Causal Attention for Interpretable and Generalizable Graph Classification | Dec 30, 2021 | ClassificationGraph Attention | CodeCode Available | 1 |
| A Multimodal Graph Neural Network Framework of Cancer Molecular Subtype Classification | Feb 24, 2023 | Cancer ClassificationClassification | CodeCode Available | 1 |
| Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks | Apr 23, 2023 | Anomaly DetectionGraph Attention | CodeCode Available | 1 |
| Disease State Prediction From Single-Cell Data Using Graph Attention Networks | Feb 14, 2020 | Disease PredictionGraph Attention | CodeCode Available | 1 |
| DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis | Oct 23, 2024 | cognitive diagnosisDiagnostic | CodeCode Available | 1 |
| DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network | Aug 22, 2021 | DisentanglementGraph Attention | 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 |
