| GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification | Dec 10, 2020 | ClusteringGeneral Classification | —Unverified | 0 |
| DeepGD: A Deep Learning Framework for Graph Drawing Using GNN | Jun 27, 2021 | Deep LearningGraph 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-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection | Jan 1, 2025 | Graph Neural Network | —Unverified | 0 |
| Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection | Aug 9, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Graph Neural Network with Curriculum Learning for Imbalanced Node Classification | Feb 5, 2022 | ClassificationGraph Classification | —Unverified | 0 |
| Graph Neural Network with Two Uplift Estimators for Label-Scarcity Individual Uplift Modeling | Mar 11, 2024 | Graph 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 |
| Graph Feature Preprocessor: Real-time Subgraph-based Feature Extraction for Financial Crime Detection | Feb 13, 2024 | CPUGPU | —Unverified | 0 |
| GraphFLEx: Structure Learning Framework for Large Expanding Graphs | May 18, 2025 | ClusteringGraph Neural Network | —Unverified | 0 |
| DeepHEN: quantitative prediction essential lncRNA genes and rethinking essentialities of lncRNA genes | Sep 18, 2023 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| AutoGraph: Automated Graph Neural Network | Nov 23, 2020 | Graph AttentionGraph 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 |
| GNNPipe: Scaling Deep GNN Training with Pipelined Model Parallelism | Aug 19, 2023 | GPUGraph Neural Network | —Unverified | 0 |
| Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations | Dec 11, 2023 | Data AugmentationEmotion Recognition | —Unverified | 0 |
| GraphGarment: Learning Garment Dynamics for Bimanual Cloth Manipulation Tasks | Mar 4, 2025 | Graph Neural Network | —Unverified | 0 |
| Data Center Cooling System Optimization Using Offline Reinforcement Learning | Jan 25, 2025 | Graph Neural NetworkOffline RL | —Unverified | 0 |
| Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch | Jun 1, 2024 | Graph Neural Network | —Unverified | 0 |
| Data Augmentation for Personal Knowledge Base Population | Feb 23, 2020 | Data AugmentationFairness | —Unverified | 0 |
| Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints | Apr 7, 2025 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design | Jan 27, 2025 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Automated airway segmentation by learning graphical structure | Sep 30, 2021 | Computed Tomography (CT)Graph Neural Network | —Unverified | 0 |
| GNN: Graph Neural Network and Large Language Model for Data Discovery | Aug 24, 2024 | AttributeGraph Neural Network | —Unverified | 0 |
| GNN-GMVO: Graph Neural Networks for Optimizing Gross Merchandise Value in Similar Item Recommendation | Oct 26, 2023 | Graph Neural Network | —Unverified | 0 |
| GraphIX: Graph-based In silico XAI(explainable artificial intelligence) for drug repositioning from biopharmaceutical network | Dec 21, 2022 | Drug DiscoveryExplainable artificial intelligence | —Unverified | 0 |
| Graph Learning Augmented Heterogeneous Graph Neural Network for Social Recommendation | Sep 24, 2021 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction | Dec 21, 2019 | CoLAGraph Neural Network | —Unverified | 0 |
| ADA-GNN: Atom-Distance-Angle Graph Neural Network for Crystal Material Property Prediction | Jan 22, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Deep Learning-Enhanced Preconditioning for Efficient Conjugate Gradient Solvers in Large-Scale PDE Systems | Dec 10, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| GraphMix: Regularized Training of Graph Neural Networks for Semi-Supervised Learning | Sep 25, 2019 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network Training with Data Tiering | Nov 10, 2021 | CPUFraud Detection | —Unverified | 0 |
| Graph Neural Netwrok with Interaction Pattern for Group Recommendation | Sep 21, 2021 | Graph Neural Network | —Unverified | 0 |
| GNNFormer: A Graph-based Framework for Cytopathology Report Generation | Mar 17, 2023 | Caption GenerationGraph Neural Network | —Unverified | 0 |
| Graph Neural Alchemist: An innovative fully modular architecture for time series-to-graph classification | Oct 12, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Data Augmentation for Graph Data: Recent Advancements | Aug 25, 2022 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| A Hybrid Graph Network for Complex Activity Detection in Video | Oct 26, 2023 | Action DetectionActivity Detection | —Unverified | 0 |
| Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Lehman Go Indifferent | Nov 2, 2023 | Graph Neural NetworkGraph Property Prediction | —Unverified | 0 |
| Graph neural induction of value iteration | Sep 26, 2020 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| GNN-enabled Precoding for Massive MIMO LEO Satellite Communications | May 6, 2025 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Dark Spot Detection from SAR Images Based on Superpixel Deeper Graph Convolutional Network | Apr 20, 2022 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Graph Neural Network Acceleration via Matrix Dimension Reduction | Jan 1, 2021 | Dimensionality ReductionGraph Neural Network | —Unverified | 0 |
| Graph Neural Network Aided Deep Reinforcement Learning for Resource Allocation in Dynamic Terahertz UAV Networks | May 8, 2025 | Deep Reinforcement LearningDisaster Response | —Unverified | 0 |
| Graph Neural Network Aided Detection for the Multi-User Multi-Dimensional Index Modulated Uplink | May 27, 2025 | compressed sensingGraph Neural Network | —Unverified | 0 |
| A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training | Dec 21, 2020 | Graph Neural NetworkRetrieval | —Unverified | 0 |
| Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction | Feb 16, 2022 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network and NER-Based Text Summarization | Feb 5, 2024 | ArticlesGraph Neural Network | —Unverified | 0 |
| Enabling Automated FPGA Accelerator Optimization Using Graph Neural Networks | Nov 17, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 |
| Graph Neural Network and Superpixel Based Brain Tissue Segmentation (Corrected Version) | Sep 21, 2022 | Graph Neural NetworkImage Segmentation | —Unverified | 0 |
| Graph Neural Network approaches for single-cell data: A recent overview | Oct 14, 2023 | Data IntegrationDiversity | —Unverified | 0 |
| Dance of the ADS: Orchestrating Failures through Historically-Informed Scenario Fuzzing | Jul 5, 2024 | Autonomous DrivingGraph Neural Network | —Unverified | 0 |