| Graph Neural Networks: A Review of Methods and Applications | Dec 20, 2018 | Graph AttentionGraph Neural Network | CodeCode Available | 0 | 5 |
| GraphMix: Improved Training of GNNs for Semi-Supervised Learning | Sep 25, 2019 | Generalization BoundsGraph Attention | CodeCode Available | 0 | 5 |
| GATES: Graph Attention Network with Global Expression Fusion for Deciphering Spatial Transcriptome Architectures | Oct 26, 2024 | 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 Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity Graph | Nov 29, 2024 | Graph Attention | 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 |
| GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology | Jan 8, 2025 | DiagnosticGraph Attention | CodeCode Available | 0 | 5 |
| Learning Conjoint Attentions for Graph Neural Nets | Feb 5, 2021 | BenchmarkingGraph Attention | CodeCode Available | 0 | 5 |
| GraphMatcher: A Graph Representation Learning Approach for Ontology Matching | Apr 20, 2024 | Graph AttentionGraph Representation Learning | CodeCode Available | 0 | 5 |
| Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches | Dec 20, 2022 | Graph Attention | CodeCode Available | 0 | 5 |
| Rethinking Functional Brain Connectome Analysis: Do Graph Deep Learning Models Help? | Jan 28, 2025 | Deep LearningGraph Attention | CodeCode Available | 0 | 5 |
| Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering | Sep 9, 2019 | Common Sense ReasoningGraph Attention | CodeCode Available | 0 | 5 |
| Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification | Oct 5, 2024 | Cancer ClassificationData Integration | CodeCode Available | 0 | 5 |
| Customizing Graph Neural Networks using Path Reweighting | Jun 21, 2021 | Data AugmentationGraph Attention | CodeCode Available | 0 | 5 |
| Graph Classification using Structural Attention | Jul 19, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Graph Attention Convolution for Point Cloud Semantic Segmentation | Jun 1, 2019 | Graph AttentionObject | CodeCode Available | 0 | 5 |
| Graph Attention for Heterogeneous Graphs with Positional Encoding | Apr 3, 2025 | Graph AttentionLink Prediction | CodeCode Available | 0 | 5 |
| Graph Attention Auto-Encoders | May 26, 2019 | DecoderGraph Attention | CodeCode Available | 0 | 5 |
| SAGC-A68: a space access graph dataset for the classification of spaces and space elements in apartment buildings | Jul 10, 2023 | ClassificationGraph Attention | CodeCode Available | 0 | 5 |
| A Graph Attention Based Approach for Trajectory Prediction in Multi-agent Sports Games | Dec 18, 2020 | Graph AttentionTrajectory Prediction | CodeCode Available | 0 | 5 |
| Graph Attention-based Deep Reinforcement Learning for solving the Chinese Postman Problem with Load-dependent costs | Oct 24, 2023 | ARCDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| AS3D: 2D-Assisted Cross-Modal Understanding with Semantic-Spatial Scene Graphs for 3D Visual Grounding | May 7, 2025 | 3D visual groundingGraph Attention | CodeCode Available | 0 | 5 |
| GRAIN: Exact Graph Reconstruction from Gradients | Mar 3, 2025 | Federated LearningGraph Attention | CodeCode Available | 0 | 5 |
| GMTR: Graph Matching Transformers | Nov 14, 2023 | Graph AttentionGraph Matching | CodeCode Available | 0 | 5 |
| GQE-Net: A Graph-based Quality Enhancement Network for Point Cloud Color Attribute | Mar 24, 2023 | AttributeGPU | CodeCode Available | 0 | 5 |
