| A Graph Neural Network Framework for Grid-Based Simulation | Feb 5, 2022 | DecoderGraph Neural Network | —Unverified | 0 |
| Improving Coreference Resolution by Leveraging Entity-Centric Features with Graph Neural Networks and Second-order Inference | Sep 10, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Active Semantic Localization with Graph Neural Embedding | May 10, 2023 | CPUDomain Adaptation | —Unverified | 0 |
| DistGNN-MB: Distributed Large-Scale Graph Neural Network Training on x86 via Minibatch Sampling | Nov 11, 2022 | Graph Neural Network | —Unverified | 0 |
| Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation | Sep 28, 2023 | GPUGraph Neural Network | —Unverified | 0 |
| G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning | May 9, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| 3D Pre-training improves GNNs for Molecular Property Prediction | Sep 29, 2021 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs | Aug 12, 2022 | Community DetectionGraph Mining | —Unverified | 0 |
| Curvy: A Parametric Cross-section based Surface Reconstruction | Sep 1, 2024 | Graph Neural NetworkSurface Reconstruction | —Unverified | 0 |
| GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism | Mar 24, 2023 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Global optimization in the discrete and variable-dimension conformational space: The case of crystal with the strongest atomic cohesion | Feb 27, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Guiding Genetic Programming with Graph Neural Networks | Nov 3, 2024 | Graph Neural NetworkSymbolic Regression | —Unverified | 0 |
| A Theoretical Comparison of Graph Neural Network Extensions | Jan 30, 2022 | Graph Neural Network | —Unverified | 0 |
| Improving Expressivity of Graph Neural Networks | Apr 8, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Improving Fraud Detection via Hierarchical Attention-based Graph Neural Network | Feb 12, 2022 | Fraud DetectionGraph Neural Network | —Unverified | 0 |
| Distributed Cooperative Positioning in Dense Wireless Networks: A Neural Network Enhanced Fast Convergent Parametric Message Passing Method | Dec 22, 2024 | Graph Neural Network | —Unverified | 0 |
| Global Minima, Recoverability Thresholds, and Higher-Order Structure in GNNS | Oct 11, 2023 | Graph Neural NetworkStochastic Block Model | —Unverified | 0 |
| HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification | Jul 1, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting | Sep 27, 2021 | Crime PredictionGraph Learning | —Unverified | 0 |
| Handling Variable-Dimensional Time Series with Graph Neural Networks | Jul 1, 2020 | Activity RecognitionGraph Neural Network | —Unverified | 0 |
| Global-Local Graph Neural Networks for Node-Classification | Jun 16, 2024 | ClassificationGraph Neural Network | —Unverified | 0 |
| HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation | Sep 27, 2024 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA | Mar 9, 2025 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms | Mar 20, 2023 | Edge-computingGPU | —Unverified | 0 |
| Curvature Graph Neural Network | Jun 30, 2021 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Global-Aware Enhanced Spatial-Temporal Graph Recurrent Networks: A New Framework For Traffic Flow Prediction | Jan 7, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| CTAGE: Curvature-Based Topology-Aware Graph Embedding for Learning Molecular Representations | Jul 25, 2023 | Drug DesignGraph Embedding | —Unverified | 0 |
| ATGNN: Audio Tagging Graph Neural Network | Nov 2, 2023 | Audio TaggingGraph Neural Network | —Unverified | 0 |
| Global Confidence Degree Based Graph Neural Network for Financial Fraud Detection | Jul 24, 2024 | Anomaly DetectionFraud Detection | —Unverified | 0 |
| HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multitask Learning | Apr 2, 2024 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Curriculum Learning in Job Shop Scheduling using Reinforcement Learning | May 17, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Hepatocellular Carcinoma Intra-arterial Treatment Response Prediction for Improved Therapeutic Decision-Making | Dec 1, 2019 | Decision MakingGraph Neural Network | —Unverified | 0 |
| GL-Fusion: Rethinking the Combination of Graph Neural Network and Large Language model | Dec 8, 2024 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction | May 4, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| ATFLRec: A Multimodal Recommender System with Audio-Text Fusion and Low-Rank Adaptation via Instruction-Tuned Large Language Model | Sep 13, 2024 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| A Model-based GNN for Learning Precoding | Dec 1, 2022 | Graph Neural Networkmodel | —Unverified | 0 |
| A Graph Neural Network deep-dive into successful counterattacks | Nov 26, 2024 | Feature ImportanceGraph Neural Network | —Unverified | 0 |
| GITSR: Graph Interaction Transformer-based Scene Representation for Multi Vehicle Collaborative Decision-making | Nov 3, 2024 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification | Nov 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning | Nov 20, 2019 | Generalized Zero-Shot LearningGraph Neural Network | —Unverified | 0 |
| Heterogeneous Graph Neural Network for Recommendation | Sep 2, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Heterogeneous Graph Neural Network for Personalized Session-Based Recommendation with User-Session Constraints | May 23, 2022 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| GITO: Graph-Informed Transformer Operator for Learning Complex Partial Differential Equations | Jun 16, 2025 | Graph Neural NetworkSuper-Resolution | —Unverified | 0 |
| GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations | Sep 28, 2023 | Graph Neural Network | —Unverified | 0 |
| A Temporal Graph Neural Network for Cyber Attack Detection and Localization in Smart Grids | Dec 7, 2022 | Cyber Attack DetectionGraph Neural Network | —Unverified | 0 |
| GINA: Neural Relational Inference From Independent Snapshots | May 29, 2021 | Graph Neural Network | —Unverified | 0 |
| CrysAtom: Distributed Representation of Atoms for Crystal Property Prediction | Sep 7, 2024 | Formation EnergyGraph Neural Network | —Unverified | 0 |
| ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation | May 25, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| 1-D Convolutional Graph Convolutional Networks for Fault Detection in Distributed Energy Systems | Nov 5, 2022 | Event DetectionFault Detection | —Unverified | 0 |
| Improving Generalization of Deep Reinforcement Learning-based TSP Solvers | Oct 6, 2021 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |