| Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension | Dec 19, 2022 | Entity EmbeddingsGraph Neural Network | —Unverified | 0 |
| Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis | Mar 12, 2025 | DiagnosticGraph Neural Network | —Unverified | 0 |
| Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media | Feb 22, 2025 | ClusteringFake News Detection | —Unverified | 0 |
| Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation | Oct 17, 2023 | Graph Neural Network | —Unverified | 0 |
| Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network | Apr 20, 2020 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| First-order PDES for Graph Neural Networks: Advection And Burgers Equation Models | Apr 3, 2024 | Graph Neural Network | —Unverified | 0 |
| Can graph neural network-based detection mitigate the impact of hardware imperfections? | May 8, 2023 | DecoderGraph Neural Network | —Unverified | 0 |
| Dynamic Spatiotemporal Graph Neural Network with Tensor Network | Mar 12, 2020 | graph constructionGraph Neural Network | —Unverified | 0 |
| Dynamic Relevance Graph Network for Knowledge-Aware Question Answering | Jan 16, 2022 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting | Feb 18, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network | Jan 19, 2021 | ClusteringGraph Neural Network | —Unverified | 0 |
| CAGNN: Cluster-Aware Graph Neural Networks for Unsupervised Graph Representation Learning | Sep 3, 2020 | ClusteringGraph Neural Network | —Unverified | 0 |
| An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction | Dec 3, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| FJMP: Factorized Joint Multi-Agent Motion Prediction over Learned Directed Acyclic Interaction Graphs | Nov 27, 2022 | Autonomous DrivingGraph Neural Network | —Unverified | 0 |
| Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection | Apr 3, 2024 | Graph Neural NetworkVulnerability Detection | —Unverified | 0 |
| Dynamic multi-graph neural network for traffic flow prediction incorporating traffic accidents | Dec 30, 2023 | Graph Neural Network | —Unverified | 0 |
| Dynamic Localisation of Spatial-Temporal Graph Neural Network | Jan 8, 2025 | Graph Neural Network | —Unverified | 0 |
| Dynamic Virtual Network Embedding Algorithm based on Graph Convolution Neural Network and Reinforcement Learning | Feb 3, 2022 | Graph Neural NetworkNetwork Embedding | —Unverified | 0 |
| Dynamic Load Balancing for EV Charging Stations Using Reinforcement Learning and Demand Prediction | Mar 9, 2025 | Graph Neural NetworkReinforcement Learning (RL) | —Unverified | 0 |
| DeGNN: Characterizing and Improving Graph Neural Networks with Graph Decomposition | Oct 10, 2019 | Graph Neural Network | —Unverified | 0 |
| Dynamic Graph Representation Learning with Neural Networks: A Survey | Apr 12, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| ECRC: Emotion-Causality Recognition in Korean Conversation for GCN | Mar 16, 2024 | Graph Neural NetworkMulti-Task Learning | —Unverified | 0 |
| Edge2Node: Reducing Edge Prediction to Node Classification | Nov 6, 2023 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Edge-based Tensor prediction via graph neural networks | Jan 15, 2022 | Band GapFormation Energy | —Unverified | 0 |
| Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detection | Jan 25, 2024 | Anomaly DetectionDiversity | —Unverified | 0 |
| Edge Contraction Pooling for Graph Neural Networks | May 27, 2019 | General ClassificationGraph Classification | —Unverified | 0 |
| Dynamic Graph Node Classification via Time Augmentation | Dec 7, 2022 | ClassificationGraph Neural Network | —Unverified | 0 |
| Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation | Apr 27, 2021 | 3D geometryDiversity | —Unverified | 0 |
| Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation | Nov 20, 2021 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Edge Graph Neural Networks for Massive MIMO Detection | May 22, 2022 | Graph Neural Network | —Unverified | 0 |
| Dynamic Graph Neural Network with Adaptive Edge Attributes for Air Quality Predictions | Feb 20, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Edge Ranking of Graphs in Transportation Networks using a Graph Neural Network (GNN) | Mar 25, 2023 | Graph Neural Network | —Unverified | 0 |
| Dynamic Graph Neural Network for Traffic Forecasting in Wide Area Networks | Aug 28, 2020 | Graph Neural NetworkManagement | —Unverified | 0 |
| Dynamic graph neural network for fake news detection | Jul 18, 2022 | Fake News DetectionGraph Neural Network | —Unverified | 0 |
| Capsule Neural Networks for Graph Classification using Explicit Tensorial Graph Representations | Feb 22, 2019 | BenchmarkingClassification | —Unverified | 0 |
| Editable Graph Neural Network for Node Classifications | May 24, 2023 | Fake News DetectionGraph Neural Network | —Unverified | 0 |
| Building a Graph-based Deep Learning network model from captured traffic traces | Oct 18, 2023 | Graph Neural Network | —Unverified | 0 |
| EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals | Jun 16, 2021 | channel selectionEEG | —Unverified | 0 |
| DynamicGlue: Epipolar and Time-Informed Data Association in Dynamic Environments using Graph Neural Networks | Mar 17, 2024 | Graph Neural Network | —Unverified | 0 |
| Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks | Mar 22, 2024 | Graph Neural Networkseverity prediction | —Unverified | 0 |
| Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation | Nov 6, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation | Mar 18, 2024 | Graph Neural NetworkImputation | —Unverified | 0 |
| Dynamic Edge Weights in Graph Neural Networks for 3D Object Detection | Sep 17, 2020 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation | Nov 14, 2022 | Graph Neural NetworkMulti-agent Reinforcement Learning | —Unverified | 0 |
| Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction | Feb 27, 2025 | DecoderGraph Neural Network | —Unverified | 0 |
| Catching Bid-rigging Cartels with Graph Attention Neural Networks | Jul 16, 2025 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection | Apr 7, 2023 | Graph Attentiongraph construction | —Unverified | 0 |
| Efficient Colon Cancer Grading with Graph Neural Networks | Oct 2, 2020 | feature selectionGraph Neural Network | —Unverified | 0 |
| Efficient Data Selection for Training Genomic Perturbation Models | Mar 18, 2025 | Active LearningGraph Neural Network | —Unverified | 0 |
| Dynamically Local-Enhancement Planner for Large-Scale Autonomous Driving | Feb 28, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |