| Multi-Modality Representation Learning for Antibody-Antigen Interactions Prediction | Mar 22, 2025 | Graph AttentionPrediction | CodeCode Available | 3 | 5 |
| OnePose: One-Shot Object Pose Estimation without CAD Models | May 24, 2022 | 6D Pose EstimationGraph Attention | CodeCode Available | 2 | 5 |
| Shape Preserving Facial Landmarks with Graph Attention Networks | Oct 13, 2022 | Face AlignmentFacial Landmark Detection | CodeCode Available | 2 | 5 |
| Session-based Social Recommendation via Dynamic Graph Attention Networks | Feb 25, 2019 | Graph AttentionRecommendation Systems | CodeCode Available | 2 | 5 |
| TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts | Mar 5, 2024 | Graph AttentionGraph Embedding | CodeCode Available | 2 | 5 |
| Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs | Jun 23, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 2 | 5 |
| Enhanced Load Forecasting with GAT-LSTM: Leveraging Grid and Temporal Features | Feb 12, 2025 | Graph AttentionLoad Forecasting | CodeCode Available | 1 | 5 |
| Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection | Oct 6, 2023 | Fraud DetectionGraph Attention | CodeCode Available | 1 | 5 |
| Enhancing Chess Reinforcement Learning with Graph Representation | Oct 31, 2024 | Atari GamesGraph Attention | CodeCode Available | 1 | 5 |
| DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network | Aug 22, 2021 | DisentanglementGraph Attention | CodeCode Available | 1 | 5 |
| DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks | Jul 1, 2022 | Graph AttentionMisinformation | CodeCode Available | 1 | 5 |
| Dynamic Graph Neural Networks for Sequential Recommendation | Apr 15, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| EdgeNets:Edge Varying Graph Neural Networks | Jan 21, 2020 | Graph Attention | CodeCode Available | 1 | 5 |
| End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection | Jul 27, 2021 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 | 5 |
| DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis | Oct 23, 2024 | cognitive diagnosisDiagnostic | CodeCode Available | 1 | 5 |
| Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension | May 12, 2020 | Graph AttentionMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| DialMed: A Dataset for Dialogue-based Medication Recommendation | Feb 22, 2022 | Graph Attention | CodeCode Available | 1 | 5 |
| Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks | Apr 23, 2023 | Anomaly DetectionGraph Attention | CodeCode Available | 1 | 5 |
| Bi-Level Attention Graph Neural Networks | Apr 23, 2023 | Graph AttentionRelation | 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 |
| CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs | Dec 18, 2023 | Graph AttentionInformation Retrieval | CodeCode Available | 1 | 5 |
| DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation | Jun 21, 2021 | Collaborative FilteringGraph Attention | CodeCode Available | 1 | 5 |
| Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks | Apr 4, 2021 | Conversational Question AnsweringGraph Attention | CodeCode Available | 1 | 5 |
| DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering | Jul 10, 2021 | Graph AttentionQuestion Answering | CodeCode Available | 1 | 5 |
| Composing Object Relations and Attributes for Image-Text Matching | Jun 17, 2024 | AttributeGraph Attention | CodeCode Available | 1 | 5 |
| Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge | Aug 1, 2021 | Fake News DetectionGraph Attention | CodeCode Available | 1 | 5 |
| Contrastive Viewpoint-aware Shape Learning for Long-term Person Re-Identification | Jan 4, 2024 | Cloth-Changing Person Re-IdentificationContrastive Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction | Jul 1, 2020 | Emotion-Cause Pair ExtractionGraph Attention | CodeCode Available | 1 | 5 |
| Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis | Mar 21, 2022 | Dependency ParsingGraph Attention | CodeCode Available | 1 | 5 |
| Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks | Sep 10, 2020 | Dialog Relation ExtractionGraph Attention | CodeCode Available | 1 | 5 |
| Cooperative Policy Learning with Pre-trained Heterogeneous Observation Representations | Dec 24, 2020 | DecoderGraph Attention | 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 |
| D2S: Representing sparse descriptors and 3D coordinates for camera relocalization | Jul 28, 2023 | Camera RelocalizationGraph Attention | CodeCode Available | 1 | 5 |
| AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks | Oct 4, 2021 | Audio Deepfake DetectionGraph Attention | CodeCode Available | 1 | 5 |
| DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinations | Jul 6, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction | May 17, 2020 | Graph AttentionMulti-future Trajectory Prediction | CodeCode Available | 1 | 5 |
| DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning | Jan 5, 2024 | Graph Attention | CodeCode Available | 1 | 5 |
| AirObject: A Temporally Evolving Graph Embedding for Object Identification | Nov 30, 2021 | Graph AttentionGraph Embedding | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning | Feb 8, 2025 | Graph AttentionRepresentation Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| A Message Passing Perspective on Learning Dynamics of Contrastive Learning | Mar 8, 2023 | Contrastive LearningGraph Attention | 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 |
| A Multimodal Graph Neural Network Framework of Cancer Molecular Subtype Classification | Feb 24, 2023 | Cancer ClassificationClassification | 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 |
| 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 | 5 |
| Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge Graphs | Sep 30, 2019 | Graph AttentionKnowledge Graphs | CodeCode Available | 1 | 5 |
| Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification | Dec 24, 2020 | Graph AttentionSentiment Analysis | CodeCode Available | 1 | 5 |
| An Attentive Graph Agent for Topology-Adaptive Cyber Defence | Jan 24, 2025 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
