| 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 |