| DialMed: A Dataset for Dialogue-based Medication Recommendation | Feb 22, 2022 | Graph 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 |
| Leveraging Graph Structures to Detect Hallucinations in Large Language Models | Jul 5, 2024 | Contrastive LearningDecision Making | CodeCode Available | 0 | 5 |
| AffinityNet: semi-supervised few-shot learning for disease type prediction | May 22, 2018 | Deep LearningFew-Shot Learning | CodeCode Available | 0 | 5 |
| Learning Feynman Diagrams using Graph Neural Networks | Nov 25, 2022 | Graph Attention | CodeCode Available | 0 | 5 |
| Learning Coordination Policies over Heterogeneous Graphs for Human-Robot Teams via Recurrent Neural Schedule Propagation | Jan 30, 2023 | Decision MakingGraph Attention | CodeCode Available | 0 | 5 |
| AEGCN: An Autoencoder-Constrained Graph Convolutional Network | Jul 3, 2020 | DecoderGraph Attention | CodeCode Available | 0 | 5 |
| A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression | Sep 26, 2023 | Age EstimationGraph Attention | CodeCode Available | 0 | 5 |
| Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering | Mar 6, 2022 | Graph AttentionQuestion Answering | CodeCode Available | 0 | 5 |
| Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning | Aug 25, 2023 | Autonomous VehiclesDisaster Response | CodeCode Available | 0 | 5 |
| Learning Pyramid-structured Long-range Dependencies for 3D Human Pose Estimation | Jun 3, 2025 | 3D Human Pose EstimationGraph Attention | CodeCode Available | 0 | 5 |
| Cell Attention Networks | Sep 16, 2022 | Graph AttentionGraph Classification | CodeCode Available | 0 | 5 |
| Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations | Sep 24, 2019 | Emotion Recognition in ConversationGraph Attention | CodeCode Available | 0 | 5 |
| LaiDA: Linguistics-aware In-context Learning with Data Augmentation for Metaphor Components Identification | Aug 10, 2024 | Data AugmentationDiversity | CodeCode Available | 0 | 5 |
| Fine-grained Fact Verification with Kernel Graph Attention Network | Oct 22, 2019 | Fact VerificationGraph Attention | CodeCode Available | 0 | 5 |
| Adversarially Regularized Graph Attention Networks for Inductive Learning on Partially Labeled Graphs | Jun 7, 2021 | Graph AttentionGraph Embedding | CodeCode Available | 0 | 5 |
| KATRec: Knowledge Aware aTtentive Sequential Recommendations | Dec 6, 2020 | Graph AttentionRecommendation Systems | CodeCode Available | 0 | 5 |
| LASE: Learned Adjacency Spectral Embeddings | Dec 23, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 | 5 |
| JGAT: a joint spatio-temporal graph attention model for brain decoding | Jun 3, 2023 | Brain DecodingFunctional Connectivity | CodeCode Available | 0 | 5 |
| Dual Graph Attention Networks for Deep Latent Representation of Multifaceted Social Effects in Recommender Systems | Mar 25, 2019 | Collaborative FilteringGraph Attention | CodeCode Available | 0 | 5 |
| An open unified deep graph learning framework for discovering drug leads | Dec 6, 2022 | BenchmarkingDrug Discovery | CodeCode Available | 0 | 5 |
| CAT: A Causally Graph Attention Network for Trimming Heterophilic Graph | Dec 14, 2023 | Graph AttentionNode Classification | CodeCode Available | 0 | 5 |
| Dual Advancement of Representation Learning and Clustering for Sparse and Noisy Images | Sep 3, 2024 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| Inherently Explainable Reinforcement Learning in Natural Language | Dec 16, 2021 | Graph Attentionreinforcement-learning | CodeCode Available | 0 | 5 |
| Drug-target interaction prediction by integrating heterogeneous information with mutual attention network | Apr 3, 2024 | Drug DiscoveryGraph Attention | CodeCode Available | 0 | 5 |
| Interpretable Multimodal Learning for Cardiovascular Hemodynamics Assessment | Apr 6, 2024 | Graph Attention | CodeCode Available | 0 | 5 |
| Joint Masked Reconstruction and Contrastive Learning for Mining Interactions Between Proteins | Mar 6, 2025 | Contrastive LearningGraph Attention | CodeCode Available | 0 | 5 |
| LASSO-MOGAT: A Multi-Omics Graph Attention Framework for Cancer Classification | Aug 30, 2024 | Cancer Classificationfeature selection | CodeCode Available | 0 | 5 |
| Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement Learning | Mar 14, 2024 | Deep Reinforcement LearningGraph Attention | CodeCode Available | 0 | 5 |
| I-AID: Identifying Actionable Information from Disaster-related Tweets | Aug 4, 2020 | Graph AttentionManagement | CodeCode Available | 0 | 5 |
| Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network | Oct 11, 2022 | Evidence SelectionGraph Attention | CodeCode Available | 0 | 5 |
| Identifying Conspiracy Theories News based on Event Relation Graph | Oct 28, 2023 | Graph AttentionGraph Embedding | CodeCode Available | 0 | 5 |
| Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer | Apr 25, 2024 | Cross-Lingual TransferGraph Attention | CodeCode Available | 0 | 5 |
| Document-Level Relation Extraction with Relation Correlation Enhancement | Oct 6, 2023 | Document-level Relation ExtractionGraph Attention | CodeCode Available | 0 | 5 |
| Distributed Learning over Networks with Graph-Attention-Based Personalization | May 22, 2023 | Graph Attention | CodeCode Available | 0 | 5 |
| Hyperbolic Graph Attention Network | Dec 6, 2019 | AnatomyGraph Attention | CodeCode Available | 0 | 5 |
| CADGE: Context-Aware Dialogue Generation Enhanced with Graph-Structured Knowledge Aggregation | May 10, 2023 | Dialogue GenerationGraph Attention | CodeCode Available | 0 | 5 |
| Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction | Dec 17, 2020 | Drug DiscoveryGraph Attention | CodeCode Available | 0 | 5 |
| HierCas: Hierarchical Temporal Graph Attention Networks for Popularity Prediction in Information Cascades | Oct 20, 2023 | Graph AttentionInformation Cascade Popularity Prediction | CodeCode Available | 0 | 5 |
| Distance and Hop-wise Structures Encoding Enhanced Graph Attention Networks | Dec 6, 2021 | Graph AttentionPosition | CodeCode Available | 0 | 5 |
| Centrality Graph Shift Operators for Graph Neural Networks | Nov 7, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 | 5 |
| Holistic Prototype Attention Network for Few-Shot VOS | Jul 16, 2023 | Graph AttentionSemantic Segmentation | CodeCode Available | 0 | 5 |
| HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks | Mar 26, 2024 | Graph AttentionNode Classification | CodeCode Available | 0 | 5 |
| HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction | Aug 7, 2019 | Graph AttentionGraph Classification | CodeCode Available | 0 | 5 |
| HemaGraph: Breaking Barriers in Hematologic Single Cell Classification with Graph Attention | Feb 28, 2024 | ClassificationGraph Attention | CodeCode Available | 0 | 5 |
| HetReGAT-FC: heterogeneous residual graph attention network via feature completion | Jun 1, 2023 | Graph AttentionGraph Embedding | CodeCode Available | 0 | 5 |
| Halal or Not: Knowledge Graph Completion for Predicting Cultural Appropriateness of Daily Products | Jan 10, 2025 | Graph AttentionKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News Detection | Jan 6, 2025 | Binary ClassificationFake News Detection | CodeCode Available | 0 | 5 |
| HACD: Harnessing Attribute Semantics and Mesoscopic Structure for Community Detection | Nov 4, 2024 | Anomaly DetectionAttribute | CodeCode Available | 0 | 5 |
| Has Sentiment Returned to the Pre-pandemic Level? A Sentiment Analysis Using U.S. College Subreddit Data from 2019 to 2022 | Sep 16, 2023 | Graph AttentionSentiment Analysis | CodeCode Available | 0 | 5 |