| GraphSubDetector: Time Series Subsequence Anomaly Detection via Density-Aware Adaptive Graph Neural Network | Nov 26, 2024 | Anomaly DetectionGraph Neural Network | —Unverified | 0 | 0 |
| Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence | Nov 30, 2024 | Chemical ProcessGraph Neural Network | —Unverified | 0 | 0 |
| Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising | Jun 1, 2020 | DenoisingGraph Neural Network | —Unverified | 0 | 0 |
| GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation | May 30, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| Grasp the Graph (GtG) 2.0: Ensemble of GNNs for High-Precision Grasp Pose Detection in Clutter | May 5, 2025 | Graph Neural NetworkRobotic Grasping | —Unverified | 0 | 0 |
| GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection | May 17, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| GrassNet: State Space Model Meets Graph Neural Network | Aug 16, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| GRE^2-MDCL: Graph Representation Embedding Enhanced via Multidimensional Contrastive Learning | Sep 12, 2024 | Community DetectionContrastive Learning | —Unverified | 0 | 0 |
| Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models | Jan 16, 2022 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 | 0 |
| GREENER: Graph Neural Networks for News Media Profiling | Jan 16, 2022 | ArticlesFake News Detection | —Unverified | 0 | 0 |
| GREENER: Graph Neural Networks for News Media Profiling | Nov 10, 2022 | ArticlesFake News Detection | —Unverified | 0 | 0 |
| GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models | Mar 3, 2025 | Drug Response PredictionGraph Neural Network | —Unverified | 0 | 0 |
| Grounding Scene Graphs on Natural Images via Visio-Lingual Message Passing | Nov 3, 2022 | Graph Neural NetworkObject | —Unverified | 0 | 0 |
| Group-Node Attention for Community Evolution Prediction | Jul 9, 2021 | Graph Neural NetworkPrediction | —Unverified | 0 | 0 |
| G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning | May 9, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 | 0 |
| GSGFormer: Generative Social Graph Transformer for Multimodal Pedestrian Trajectory Prediction | Dec 7, 2023 | Graph Neural NetworkPedestrian Trajectory Prediction | —Unverified | 0 | 0 |
| GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs | Aug 12, 2022 | Community DetectionGraph Mining | —Unverified | 0 | 0 |
| GSM: A GNN-based Space-MIMO Framework for Direct-to-Cell Communications | Dec 10, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism | Mar 24, 2023 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 | 0 |
| gSuite: A Flexible and Framework Independent Benchmark Suite for Graph Neural Network Inference on GPUs | Oct 20, 2022 | BenchmarkingComputational Efficiency | —Unverified | 0 | 0 |
| Guiding Genetic Programming with Graph Neural Networks | Nov 3, 2024 | Graph Neural NetworkSymbolic Regression | —Unverified | 0 | 0 |
| Guiding Word Equation Solving using Graph Neural Networks (Extended Technical Report) | Nov 19, 2024 | Decision MakingGraph Neural Network | —Unverified | 0 | 0 |
| HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification | Jul 1, 2020 | DiagnosticGeneral Classification | —Unverified | 0 | 0 |
| HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting | Sep 27, 2021 | Crime PredictionGraph Learning | —Unverified | 0 | 0 |
| Handling Variable-Dimensional Time Series with Graph Neural Networks | Jul 1, 2020 | Activity RecognitionGraph Neural Network | —Unverified | 0 | 0 |