| An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction | Dec 3, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 | 0 |
| Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media | Feb 22, 2025 | ClusteringFake News Detection | —Unverified | 0 | 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 | 0 |
| Dynamic multi-graph neural network for traffic flow prediction incorporating traffic accidents | Dec 30, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Dynamic Localisation of Spatial-Temporal Graph Neural Network | Jan 8, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| Dynamic Load Balancing for EV Charging Stations Using Reinforcement Learning and Demand Prediction | Mar 9, 2025 | Graph Neural NetworkReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Dynamic Graph Representation Learning with Neural Networks: A Survey | Apr 12, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Dynamic Graph Node Classification via Time Augmentation | Dec 7, 2022 | ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Dynamic Graph Neural Network with Adaptive Edge Attributes for Air Quality Predictions | Feb 20, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 | 0 |
| Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation | Apr 27, 2021 | 3D geometryDiversity | —Unverified | 0 | 0 |
| DeGNN: Characterizing and Improving Graph Neural Networks with Graph Decomposition | Oct 10, 2019 | Graph Neural Network | —Unverified | 0 | 0 |
| Dynamic Graph Neural Network for Traffic Forecasting in Wide Area Networks | Aug 28, 2020 | Graph Neural NetworkManagement | —Unverified | 0 | 0 |
| Dynamic graph neural network for fake news detection | Jul 18, 2022 | Fake News DetectionGraph Neural Network | —Unverified | 0 | 0 |
| DynamicGlue: Epipolar and Time-Informed Data Association in Dynamic Environments using Graph Neural Networks | Mar 17, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Building a Graph-based Deep Learning network model from captured traffic traces | Oct 18, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Dynamic Edge Weights in Graph Neural Networks for 3D Object Detection | Sep 17, 2020 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 | 0 |
| Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation | Nov 14, 2022 | Graph Neural NetworkMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| Dynamically Local-Enhancement Planner for Large-Scale Autonomous Driving | Feb 28, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection | Apr 7, 2023 | Graph Attentiongraph construction | —Unverified | 0 | 0 |
| Bridging the Semantic-Numerical Gap: A Numerical Reasoning Method of Cross-modal Knowledge Graph for Material Property Prediction | Dec 15, 2023 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 | 0 |
| Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation | Nov 6, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 | 0 |
| Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation | Oct 17, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport | Jun 3, 2025 | Graph Neural NetworkNode Classification | —Unverified | 0 | 0 |
| CDFGNN: a Systematic Design of Cache-based Distributed Full-Batch Graph Neural Network Training with Communication Reduction | Aug 1, 2024 | Graph Neural NetworkQuantization | —Unverified | 0 | 0 |
| Dynami-CAL GraphNet: A Physics-Informed Graph Neural Network Conserving Linear and Angular Momentum for Dynamical Systems | Jan 13, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition | Jan 1, 2025 | graph constructionGraph Neural Network | —Unverified | 0 | 0 |
| Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks | Apr 26, 2024 | Drug DiscoveryFairness | —Unverified | 0 | 0 |
| Duplicate Detection in a Knowledge Base with PIKA | Feb 1, 2022 | Graph Neural NetworkInformation Retrieval | —Unverified | 0 | 0 |
| Duplex: Dual Prototype Learning for Compositional Zero-Shot Learning | Jan 13, 2025 | Compositional Zero-Shot LearningGraph Neural Network | —Unverified | 0 | 0 |
| Bridging Graph Position Encodings for Transformers with Weighted Graph-Walking Automata | Dec 13, 2022 | Graph Neural NetworkMachine Translation | —Unverified | 0 | 0 |
| Analyzing Modularity Maximization in Approximation, Heuristic, and Graph Neural Network Algorithms for Community Detection | Oct 17, 2023 | Community DetectionGraph Neural Network | —Unverified | 0 | 0 |
| Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure | Sep 23, 2024 | Activity PredictionDrug Discovery | —Unverified | 0 | 0 |
| Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation | Feb 12, 2025 | Domain AdaptationGraph Classification | —Unverified | 0 | 0 |
| Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG | May 29, 2025 | EEGFeature Importance | —Unverified | 0 | 0 |
| Comprehensive Analysis of Over-smoothing in Graph Neural Networks from Markov Chains Perspective | Nov 12, 2022 | AttributeGraph Neural Network | —Unverified | 0 | 0 |
| DPGNN: Dual-Perception Graph Neural Network for Representation Learning | Oct 15, 2021 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 | 0 |
| Multi-View Graph Neural Networks for Molecular Property Prediction | May 17, 2020 | Drug DiscoveryGraph Neural Network | —Unverified | 0 | 0 |
| Dual Information Enhanced Multi-view Attributed Graph Clustering | Nov 28, 2022 | AttributeClustering | —Unverified | 0 | 0 |
| Leveraging Medical Foundation Model Features in Graph Neural Network-Based Retrieval of Breast Histopathology Images | May 7, 2024 | Contrastive LearningDiagnostic | —Unverified | 0 | 0 |
| Analysis of different temporal graph neural network configurations on dynamic graphs | May 2, 2023 | Graph Neural NetworkNode Regression | —Unverified | 0 | 0 |
| Dual GNNs: Graph Neural Network Learning with Limited Supervision | Jun 29, 2021 | Graph Neural NetworkNode Classification | —Unverified | 0 | 0 |
| Uplifting Message Passing Neural Network with Graph Original Information | Oct 8, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 | 0 |
| Dual-Channel Multiplex Graph Neural Networks for Recommendation | Mar 18, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 | 0 |
| DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees | May 26, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 | 0 |
| Breaking Down Questions for Outside-Knowledge Visual Question Answering | Nov 16, 2021 | Graph Neural NetworkQuestion Answering | —Unverified | 0 | 0 |
| Analysis of Anonymous User Interaction Relationships and Prediction of Advertising Feedback Based on Graph Neural Network | Jun 11, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| AdS-GNN -- a Conformally Equivariant Graph Neural Network | May 19, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| DSGNN: A Dual-View Supergrid-Aware Graph Neural Network for Regional Air Quality Estimation | Apr 2, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| DSC: Deep Scan Context Descriptor for Large-Scale Place Recognition | Nov 27, 2021 | Graph Neural NetworkLoop Closure Detection | —Unverified | 0 | 0 |
| Breaking Down Questions for Outside-Knowledge VQA | Sep 29, 2021 | Graph Neural NetworkQuestion Answering | —Unverified | 0 | 0 |