| GrabQC: Graph based Query Contextualization for automated ICD coding | Jul 14, 2022 | Graph Neural NetworkInformation Retrieval | —Unverified | 0 |
| GRANOLA: Adaptive Normalization for Graph Neural Networks | Apr 20, 2024 | Graph Neural Network | —Unverified | 0 |
| GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype | May 6, 2025 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Data-Driven Radio Environment Map Estimation Using Graph Neural Networks | Jun 9, 2024 | Graph Neural Network | —Unverified | 0 |
| Graph2Graph Learning with Conditional Autoregressive Models | Jun 6, 2021 | Graph ClassificationGraph Learning | —Unverified | 0 |
| Graph2Plan: Learning Floorplan Generation from Layout Graphs | Apr 27, 2020 | Graph Neural Network | —Unverified | 0 |
| Graph2Tac: Online Representation Learning of Formal Math Concepts | Jan 5, 2024 | AI AgentAutomated Theorem Proving | —Unverified | 0 |
| Graph Neural Networks for Double-Strand DNA Breaks Prediction | Jan 4, 2022 | Graph Neural Network | —Unverified | 0 |
| GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection | May 23, 2022 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs | Sep 17, 2022 | graph constructionGraph Neural Network | —Unverified | 0 |
| Attention-Based Learning on Molecular Ensembles | Nov 25, 2020 | 3D geometryGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks For Multi-Image Matching | Sep 25, 2019 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Graph and Sequential Neural Networks in Session-based Recommendation: A Survey | Aug 27, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms | Sep 6, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility | Feb 14, 2023 | Decision MakingDecoder | —Unverified | 0 |
| Graph Attention Network for Camera Relocalization on Dynamic Scenes | Sep 29, 2022 | Camera RelocalizationGraph Attention | —Unverified | 0 |
| Graph Neural Network Surrogates of Fair Graph Filtering | Mar 14, 2023 | FairnessGraph Mining | —Unverified | 0 |
| Graph Attention with Hierarchies for Multi-hop Question Answering | Jan 27, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials | Sep 30, 2022 | Graph Neural NetworkInductive Learning | —Unverified | 0 |
| Graph-Augmented Relation Extraction Model with LLMs-Generated Support Document | Oct 30, 2024 | Graph Neural NetworkRelation | —Unverified | 0 |
| GotFlow3D: Recurrent Graph Optimal Transport for Learning 3D Flow Motion in Particle Tracking | Oct 31, 2022 | Graph Neural NetworkMotion Estimation | —Unverified | 0 |
| Gophormer: Ego-Graph Transformer for Node Classification | Oct 25, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients | Feb 21, 2025 | Deep LearningEEG | —Unverified | 0 |
| Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics | Jul 9, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks | Jul 30, 2024 | BenchmarkingContrastive Learning | —Unverified | 0 |
| Data-driven modeling of fluid flow around rotating structures with graph neural networks | Mar 28, 2025 | Graph Neural Network | —Unverified | 0 |
| Graph-based Neural Acceleration for Nonnegative Matrix Factorization | Feb 1, 2022 | Graph Neural Network | —Unverified | 0 |
| Attentional Graph Neural Network Is All You Need for Robust Massive Network Localization | Nov 28, 2023 | AllDenoising | —Unverified | 0 |
| Data-Driven Construction of Data Center Graph of Things for Anomaly Detection | Apr 27, 2020 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| Agri-GNN: A Novel Genotypic-Topological Graph Neural Network Framework Built on GraphSAGE for Optimized Yield Prediction | Oct 19, 2023 | Graph Neural Network | —Unverified | 0 |
| GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification | Dec 10, 2020 | ClusteringGeneral Classification | —Unverified | 0 |
| GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction | Jan 16, 2022 | Graph Neural NetworkRelation | —Unverified | 0 |
| GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction | May 8, 2022 | Graph Neural NetworkRelation | —Unverified | 0 |
| GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs | May 22, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 |
| GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes | Feb 25, 2025 | Activity RecognitionExplainable artificial intelligence | —Unverified | 0 |
| Graph Classification by Mixture of Diverse Experts | Mar 29, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| GraphCNNpred: A stock market indices prediction using a Graph based deep learning system | Jul 4, 2024 | Feature EngineeringGraph Neural Network | —Unverified | 0 |
| A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks | Jan 13, 2025 | Deep LearningEmotion Recognition | —Unverified | 0 |
| Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training | Dec 18, 2024 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Networks for Resource Allocation in Multi-Channel Wireless Networks | Jun 4, 2025 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Networks as Ordering Heuristics for Parallel Graph Coloring | Aug 9, 2024 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Networks Based Anomalous RSSI Detection | May 19, 2025 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning | Jul 9, 2025 | Caption GenerationClustering | —Unverified | 0 |
| AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation | Jul 10, 2024 | Graph Neural Network | —Unverified | 0 |
| Data-Driven Approach to form Energy Resilient Smart Microgrids with Identification of Vulnerable Nodes in Active Electrical Distribution Network | Aug 24, 2022 | FormGraph Neural Network | —Unverified | 0 |
| Graph Convolutional Gaussian Processes For Link Prediction | Feb 11, 2020 | Gaussian ProcessesGraph Neural Network | —Unverified | 0 |
| GNNPipe: Scaling Deep GNN Training with Pipelined Model Parallelism | Aug 19, 2023 | GPUGraph Neural Network | —Unverified | 0 |
| Data Center Cooling System Optimization Using Offline Reinforcement Learning | Jan 25, 2025 | Graph Neural NetworkOffline RL | —Unverified | 0 |
| Graph Neural Networks and Spatial Information Learning for Post-Processing Ensemble Weather Forecasts | Jul 8, 2024 | Graph Neural Network | —Unverified | 0 |
| Data Augmentation for Personal Knowledge Base Population | Feb 23, 2020 | Data AugmentationFairness | —Unverified | 0 |