| Inherently Explainable Reinforcement Learning in Natural Language | Dec 16, 2021 | Graph Attentionreinforcement-learning | CodeCode Available | 0 |
| Sentence-level Media Bias Analysis with Event Relation Graph | Apr 2, 2024 | Graph AttentionLanguage Modeling | CodeCode Available | 0 |
| Sentiment Analysis and Effect of COVID-19 Pandemic using College SubReddit Data | Nov 30, 2021 | Graph AttentionSentiment Analysis | CodeCode Available | 0 |
| Sequence Graph Network for Online Debate Analysis | Jun 26, 2024 | Graph Attention | CodeCode Available | 0 |
| Interpretable Multimodal Learning for Cardiovascular Hemodynamics Assessment | Apr 6, 2024 | Graph Attention | CodeCode Available | 0 |
| HemaGraph: Breaking Barriers in Hematologic Single Cell Classification with Graph Attention | Feb 28, 2024 | ClassificationGraph Attention | CodeCode Available | 0 |
| Weighted Graph Structure Learning with Attention Denoising for Node Classification | Mar 15, 2025 | ClassificationDenoising | CodeCode Available | 0 |
| Synthesizing Traffic Datasets using Graph Neural Networks | Dec 8, 2023 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| Dual Graph Attention Networks for Deep Latent Representation of Multifaceted Social Effects in Recommender Systems | Mar 25, 2019 | Collaborative FilteringGraph Attention | CodeCode Available | 0 |
| HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks | Mar 26, 2024 | Graph AttentionNode Classification | CodeCode Available | 0 |
| JGAT: a joint spatio-temporal graph attention model for brain decoding | Jun 3, 2023 | Brain DecodingFunctional Connectivity | CodeCode Available | 0 |
| PaperRobot: Incremental Draft Generation of Scientific Ideas | May 20, 2019 | Graph AttentionKnowledge Graphs | CodeCode Available | 0 |
| HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction | Aug 7, 2019 | Graph AttentionGraph Classification | CodeCode Available | 0 |
| Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at Scale | Feb 13, 2024 | DisentanglementGraph Attention | CodeCode Available | 0 |
| Trustworthy Enhanced Multi-view Multi-modal Alzheimer's Disease Prediction with Brain-wide Imaging Transcriptomics Data | Jun 21, 2024 | Disease PredictionGraph Attention | CodeCode Available | 0 |
| Partially Observable Mean Field Multi-Agent Reinforcement Learning Based on Graph-Attention | Apr 25, 2023 | Graph AttentionMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| 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 |
| Joint Masked Reconstruction and Contrastive Learning for Mining Interactions Between Proteins | Mar 6, 2025 | Contrastive LearningGraph Attention | CodeCode Available | 0 |
| SGAT: Simplicial Graph Attention Network | Jul 24, 2022 | Graph AttentionGraph Learning | CodeCode Available | 0 |
| CADGE: Context-Aware Dialogue Generation Enhanced with Graph-Structured Knowledge Aggregation | May 10, 2023 | Dialogue GenerationGraph Attention | CodeCode Available | 0 |
| Bandit Samplers for Training Graph Neural Networks | Jun 10, 2020 | Graph Attention | CodeCode Available | 0 |
| KATRec: Knowledge Aware aTtentive Sequential Recommendations | Dec 6, 2020 | Graph AttentionRecommendation Systems | CodeCode Available | 0 |
| GAFAR: Graph-Attention Feature-Augmentation for Registration A Fast and Light-weight Point Set Registration Algorithm | Jul 5, 2023 | 3D Scene ReconstructionGraph Attention | CodeCode Available | 0 |
| Dual Advancement of Representation Learning and Clustering for Sparse and Noisy Images | Sep 3, 2024 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Halal or Not: Knowledge Graph Completion for Predicting Cultural Appropriateness of Daily Products | Jan 10, 2025 | Graph AttentionKnowledge Graph Completion | CodeCode Available | 0 |
| Drug-target interaction prediction by integrating heterogeneous information with mutual attention network | Apr 3, 2024 | Drug DiscoveryGraph Attention | CodeCode Available | 0 |
| Document-Level Relation Extraction with Relation Correlation Enhancement | Oct 6, 2023 | Document-level Relation ExtractionGraph Attention | CodeCode Available | 0 |
| Peer Disambiguation in Self-Reported Surveys using Graph Attention Networks | Mar 25, 2025 | Graph Attention | CodeCode Available | 0 |
| HACD: Harnessing Attribute Semantics and Mesoscopic Structure for Community Detection | Nov 4, 2024 | Anomaly DetectionAttribute | CodeCode Available | 0 |
| GVdoc: Graph-based Visual Document Classification | May 26, 2023 | ClassificationDocument Classification | CodeCode Available | 0 |
| G2GT: Retrosynthesis Prediction with Graph to Graph Attention Neural Network and Self-Training | Apr 19, 2022 | Data AugmentationDecoder | CodeCode Available | 0 |
| GTNet: A Tree-Based Deep Graph Learning Architecture | Apr 27, 2022 | Graph AttentionGraph Learning | CodeCode Available | 0 |
| Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations | Sep 24, 2019 | Emotion Recognition in ConversationGraph Attention | CodeCode Available | 0 |
| Identifying Performance Issues in Cloud Service Systems Based on Relational-Temporal Features | Jul 20, 2023 | Anomaly DetectionGraph Attention | CodeCode Available | 0 |
| A Heterogeneous Network-based Contrastive Learning Approach for Predicting Drug-Target Interaction | Oct 20, 2024 | Contrastive LearningGraph Attention | CodeCode Available | 0 |
| Distributed Learning over Networks with Graph-Attention-Based Personalization | May 22, 2023 | Graph Attention | CodeCode Available | 0 |
| GSINA: Improving Subgraph Extraction for Graph Invariant Learning via Graph Sinkhorn Attention | Feb 11, 2024 | Graph AttentionGraph Learning | CodeCode Available | 0 |
| Personalized PageRank Graph Attention Networks | May 27, 2022 | Graph AttentionRepresentation Learning | CodeCode Available | 0 |
| Graph Representation Learning via Hard and Channel-Wise Attention Networks | Jul 5, 2019 | Graph AttentionGraph Classification | CodeCode Available | 0 |
| LaiDA: Linguistics-aware In-context Learning with Data Augmentation for Metaphor Components Identification | Aug 10, 2024 | Data AugmentationDiversity | CodeCode Available | 0 |
| Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction | Dec 17, 2020 | Drug DiscoveryGraph Attention | CodeCode Available | 0 |
| Task-Aware Asynchronous Multi-Task Model with Class Incremental Contrastive Learning for Surgical Scene Understanding | Nov 28, 2022 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection | Jun 4, 2024 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| 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 |
| Watch Your Step: Learning Node Embeddings via Graph Attention | Oct 26, 2017 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| LASE: Learned Adjacency Spectral Embeddings | Dec 23, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| LASSO-MOGAT: A Multi-Omics Graph Attention Framework for Cancer Classification | Aug 30, 2024 | Cancer Classificationfeature selection | CodeCode Available | 0 |
| PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs | Jan 31, 2024 | Graph AttentionKnowledge Graphs | CodeCode Available | 0 |
| From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis | Mar 14, 2025 | DiagnosticGraph Attention | CodeCode Available | 0 |
| Pixel-wise Graph Attention Networks for Person Re-identification | Jul 18, 2023 | Graph AttentionGraph Generation | CodeCode Available | 0 |