| A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News Detection | Jan 6, 2025 | Binary ClassificationFake News Detection | CodeCode Available | 0 | 5 |
| Learning Feynman Diagrams using Graph Neural Networks | Nov 25, 2022 | Graph 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 |
| LASE: Learned Adjacency Spectral Embeddings | Dec 23, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 | 5 |
| Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning | Aug 25, 2023 | Autonomous VehiclesDisaster Response | CodeCode Available | 0 | 5 |
| Detecting Owner-member Relationship with Graph Convolution Network in Fisheye Camera System | Jan 28, 2022 | Graph Attention | CodeCode Available | 0 | 5 |
| Heterogeneous graph attention network improves cancer multiomics integration | Aug 5, 2024 | feature selectionGraph 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 |
| Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations | Sep 24, 2019 | Emotion Recognition in ConversationGraph Attention | CodeCode Available | 0 | 5 |
| Analysis of Gene Regulatory Networks from Gene Expression Using Graph Neural Networks | Sep 20, 2024 | Drug DiscoveryGraph 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 |
| Pixel-wise Graph Attention Networks for Person Re-identification | Jul 18, 2023 | Graph AttentionGraph Generation | 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 |
| Infinite Width Graph Neural Networks for Node Regression/ Classification | Oct 12, 2023 | Gaussian ProcessesGraph Attention | CodeCode Available | 0 | 5 |
| Inherently Explainable Reinforcement Learning in Natural Language | Dec 16, 2021 | Graph Attentionreinforcement-learning | 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 |
| 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 |
| Deep Graph Attention Networks | Oct 21, 2024 | Graph Attention | CodeCode Available | 0 | 5 |
| I-AID: Identifying Actionable Information from Disaster-related Tweets | Aug 4, 2020 | Graph AttentionManagement | CodeCode Available | 0 | 5 |
| Identifying Conspiracy Theories News based on Event Relation Graph | Oct 28, 2023 | Graph AttentionGraph Embedding | CodeCode Available | 0 | 5 |
| A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames | Feb 28, 2024 | DecoderGraph Attention | CodeCode Available | 0 | 5 |
| Hyperbolic Graph Attention Network | Dec 6, 2019 | AnatomyGraph Attention | CodeCode Available | 0 | 5 |
| Holistic Prototype Attention Network for Few-Shot VOS | Jul 16, 2023 | Graph AttentionSemantic Segmentation | CodeCode Available | 0 | 5 |
| Bandit Samplers for Training Graph Neural Networks | Jun 10, 2020 | Graph 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 |
| Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement Learning | Mar 14, 2024 | Deep Reinforcement LearningGraph Attention | CodeCode Available | 0 | 5 |
| KATRec: Knowledge Aware aTtentive Sequential Recommendations | Dec 6, 2020 | Graph AttentionRecommendation Systems | CodeCode Available | 0 | 5 |
| HetReGAT-FC: heterogeneous residual graph attention network via feature completion | Jun 1, 2023 | Graph AttentionGraph Embedding | CodeCode Available | 0 | 5 |
| HemaGraph: Breaking Barriers in Hematologic Single Cell Classification with Graph Attention | Feb 28, 2024 | ClassificationGraph Attention | CodeCode Available | 0 | 5 |
| DDGK: Learning Graph Representations for Deep Divergence Graph Kernels | Apr 21, 2019 | Feature EngineeringGraph Attention | CodeCode Available | 0 | 5 |
| Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation | Jan 7, 2020 | Fact CheckingGraph Attention | CodeCode Available | 0 | 5 |
| HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction | Aug 7, 2019 | Graph AttentionGraph Classification | CodeCode Available | 0 | 5 |
| Alignment Attention by Matching Key and Query Distributions | Oct 25, 2021 | Graph AttentionQuestion Answering | 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 |
| HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks | Mar 26, 2024 | Graph AttentionNode Classification | CodeCode Available | 0 | 5 |
| GVdoc: Graph-based Visual Document Classification | May 26, 2023 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| GTNet: A Tree-Based Deep Graph Learning Architecture | Apr 27, 2022 | Graph AttentionGraph Learning | CodeCode Available | 0 | 5 |
| GSINA: Improving Subgraph Extraction for Graph Invariant Learning via Graph Sinkhorn Attention | Feb 11, 2024 | Graph AttentionGraph Learning | CodeCode Available | 0 | 5 |
| HACD: Harnessing Attribute Semantics and Mesoscopic Structure for Community Detection | Nov 4, 2024 | Anomaly DetectionAttribute | CodeCode Available | 0 | 5 |
| Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network | May 28, 2019 | Entity EmbeddingsGraph Attention | CodeCode Available | 0 | 5 |
| Attention Models in Graphs: A Survey | Jul 20, 2018 | Graph AttentionGraph Classification | CodeCode Available | 0 | 5 |
| Graph Representation Learning Network via Adaptive Sampling | Jun 8, 2020 | Graph AttentionGraph Representation Learning | CodeCode Available | 0 | 5 |
| Graph Representation Learning for Road Type Classification | Jul 16, 2021 | ClassificationDescriptive | CodeCode Available | 0 | 5 |
| Graph Representation Learning via Hard and Channel-Wise Attention Networks | Jul 5, 2019 | Graph AttentionGraph Classification | 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 |
| GraphMix: Improved Training of GNNs for Semi-Supervised Learning | Sep 25, 2019 | Generalization BoundsGraph Attention | CodeCode Available | 0 | 5 |
| CoulGAT: An Experiment on Interpretability of Graph Attention Networks | Dec 18, 2019 | Graph Attention | CodeCode Available | 0 | 5 |
| Graph Matching Networks for Learning the Similarity of Graph Structured Objects | Apr 29, 2019 | Graph AttentionGraph Matching | CodeCode Available | 0 | 5 |
| Graph machine learning for flight delay prediction due to holding manouver | Feb 6, 2025 | Feature ImportanceGraph Attention | CodeCode Available | 0 | 5 |
