| Graph Neural Network as Computationally Efficient Emulator of Ice-sheet and Sea-level System Model (ISSM) | Jun 26, 2024 | CPUGPU | —Unverified | 0 |
| Graph Neural Network Based Beamforming and RIS Reflection Design in A Multi-RIS Assisted Wireless Network | Jan 24, 2025 | Graph Neural Network | —Unverified | 0 |
| Deep Reinforcement Learning Based on Local GNN for Goal-conditioned Deformable Object Rearranging | Feb 21, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Autoregressive Renaissance in Neural PDE Solvers | Oct 30, 2023 | Graph Neural Network | —Unverified | 0 |
| Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification | Dec 10, 2018 | Graph ClassificationGraph Embedding | —Unverified | 0 |
| Deep Polycuboid Fitting for Compact 3D Representation of Indoor Scenes | Mar 19, 2025 | Graph Neural Network | —Unverified | 0 |
| A Hybrid Real-Time Framework for Efficient Fussell-Vesely Importance Evaluation Using Virtual Fault Trees and Graph Neural Networks | Dec 13, 2024 | Graph Neural Network | —Unverified | 0 |
| Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy | Aug 25, 2020 | Graph Neural NetworkImage Segmentation | —Unverified | 0 |
| AUTOPARLLM: GNN-Guided Automatic Code Parallelization using Large Language Models | Oct 6, 2023 | Code GenerationGraph Neural Network | —Unverified | 0 |
| Adaptive GNN for Image Analysis and Editing | Dec 1, 2019 | Graph Neural NetworkImage Enhancement | —Unverified | 0 |
| Deep Multi-View Spatiotemporal Virtual Graph Neural Network for Significant Citywide Ride-hailing Demand Prediction | Jul 30, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Unveiling the Potential of Graph Neural Networks in SME Credit Risk Assessment | Sep 23, 2024 | Graph Neural NetworkRepresentation Learning | —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 |
| Graph neural induction of value iteration | Sep 26, 2020 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Automating Neural Architecture Design without Search | Apr 21, 2022 | GPUGraph Neural Network | —Unverified | 0 |
| Deep Multi-attribute Graph Representation Learning on Protein Structures | Dec 22, 2020 | AttributeGraph Neural Network | —Unverified | 0 |
| A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection | Oct 8, 2024 | Depression DetectionEEG | —Unverified | 0 |
| Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from single-view 2D projections | Jul 9, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Deep Learning Weather Models for Subregional Ocean Forecasting: A Case Study on the Canary Current Upwelling System | May 30, 2025 | Graph Neural NetworkWeather Forecasting | —Unverified | 0 |
| GraphMR: Graph Neural Network for Mathematical Reasoning | Nov 1, 2021 | Graph Neural NetworkGraph-to-Sequence | —Unverified | 0 |
| A Hybrid Graph Neural Network Approach for Detecting PHP Vulnerabilities | Dec 16, 2020 | Graph Neural Network | —Unverified | 0 |
| Deep Learning on Graphs for Mobile Network Topology Generation | Apr 18, 2025 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data | Apr 12, 2023 | EEGFunctional Connectivity | —Unverified | 0 |
| Deep learning of contagion dynamics on complex networks | Jun 9, 2020 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Deep Learning in Earthquake Engineering: A Comprehensive Review | May 15, 2024 | Deep LearningDimensionality Reduction | —Unverified | 0 |