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| Deep Learning on Graphs for Mobile Network Topology Generation | Apr 18, 2025 | Deep LearningGraph Neural Network | —Unverified | 0 | 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 | 0 |
| Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from single-view 2D projections | Jul 9, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Deep Multi-attribute Graph Representation Learning on Protein Structures | Dec 22, 2020 | AttributeGraph Neural Network | —Unverified | 0 | 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 | 0 |
| Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy | Aug 25, 2020 | Graph Neural NetworkImage Segmentation | —Unverified | 0 | 0 |
| Deep Polycuboid Fitting for Compact 3D Representation of Indoor Scenes | Mar 19, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification | Dec 10, 2018 | Graph ClassificationGraph Embedding | —Unverified | 0 | 0 |
| Deep Reinforcement Learning Based on Local GNN for Goal-conditioned Deformable Object Rearranging | Feb 21, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 | 0 |
| DeepSAT: An EDA-Driven Learning Framework for SAT | May 27, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| DeepSeq2: Enhanced Sequential Circuit Learning with Disentangled Representations | Nov 1, 2024 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 | 0 |
| DeepSeq: Deep Sequential Circuit Learning | Feb 27, 2023 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 | 0 |
| Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition | Mar 14, 2022 | Activity RecognitionFew-Shot Learning | —Unverified | 0 | 0 |
| Deep trip generation with graph neural networks for bike sharing system expansion | Mar 20, 2023 | Graph Neural Networkregression | —Unverified | 0 | 0 |
| Degree-based stratification of nodes in Graph Neural Networks | Dec 16, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Demo: SGCode: A Flexible Prompt-Optimizing System for Secure Generation of Code | Sep 11, 2024 | Code GenerationGraph Neural Network | —Unverified | 0 | 0 |
| Demystifying Graph Neural Network Explanations | Nov 25, 2021 | Decision MakingGraph Neural Network | —Unverified | 0 | 0 |
| Demystifying Graph Neural Network Via Graph Filter Assessment | Sep 25, 2019 | Graph Neural Network | —Unverified | 0 | 0 |
| Denoising Diffusion for Sampling SAT Solutions | Nov 30, 2022 | DenoisingGraph Neural Network | —Unverified | 0 | 0 |
| De novo design of protein target specific scaffold-based Inhibitors via Reinforcement Learning | May 21, 2022 | Drug DiscoveryGraph Neural Network | —Unverified | 0 | 0 |
| Design Requirements for Human-Centered Graph Neural Network Explanations | May 11, 2024 | Drug DiscoveryGraph Neural Network | —Unverified | 0 | 0 |
| DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy | Jun 27, 2022 | DenoisingGraph Neural Network | —Unverified | 0 | 0 |
| Detail-aware Deep Clothing Animations Infused with Multi-source Attributes | Dec 15, 2021 | AttributeGraph Neural Network | —Unverified | 0 | 0 |
| Detecting Credit Card Fraud via Heterogeneous Graph Neural Networks with Graph Attention | Apr 11, 2025 | Fraud DetectionGraph Attention | —Unverified | 0 | 0 |
| Detecting Political Opinions in Tweets through Bipartite Graph Analysis: A Skip Aggregation Graph Convolution Approach | Apr 22, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 | 0 |
| Detecting Suicidality with a Contextual Graph Neural Network | Jul 1, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| Detecting text level intellectual influence with knowledge graph embeddings | Oct 31, 2024 | ArticlesGraph Embedding | —Unverified | 0 | 0 |
| DetectorNet: Transformer-enhanced Spatial Temporal Graph Neural Network for Traffic Prediction | Oct 19, 2021 | Graph Neural NetworkTraffic Prediction | —Unverified | 0 | 0 |
| Determinate Node Selection for Semi-supervised Classification Oriented Graph Convolutional Networks | Jan 11, 2023 | Graph Neural NetworkNode Classification | —Unverified | 0 | 0 |
| DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback | May 24, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 | 0 |
| DGC: Training Dynamic Graphs with Spatio-Temporal Non-Uniformity using Graph Partitioning by Chunks | Sep 7, 2023 | Graph Neural Networkgraph partitioning | —Unverified | 0 | 0 |
| Differentiable Cluster Graph Neural Network | May 25, 2024 | ClusteringGraph Neural Network | —Unverified | 0 | 0 |
| Differentiable Graph Optimization for Neural Architecture Search | Jan 1, 2021 | Bayesian OptimizationGraph Neural Network | —Unverified | 0 | 0 |
| Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation | Jul 23, 2020 | 2D Human Pose EstimationClustering | —Unverified | 0 | 0 |
| Differentiable Parsing and Visual Grounding of Natural Language Instructions for Object Placement | Oct 1, 2022 | Graph Neural NetworkObject | —Unverified | 0 | 0 |
| Differentiable Reasoning about Knowledge Graphs with Region-based Graph Neural Networks | Jun 13, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 | 0 |
| Differentiable Reasoning over Long Stories -- Assessing Systematic Generalisation in Neural Models | Mar 20, 2022 | DiagnosticGraph Neural Network | —Unverified | 0 | 0 |
| Differentiable Scaffolding Tree for Molecular Optimization | Sep 22, 2021 | Combinatorial OptimizationDrug Discovery | —Unverified | 0 | 0 |
| Differentiable Scaffolding Tree for Molecule Optimization | Sep 29, 2021 | Combinatorial OptimizationDrug Discovery | —Unverified | 0 | 0 |
| Generalizable data-driven turbulence closure modeling on unstructured grids with differentiable physics | Jul 25, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Differentially Private Graph Neural Network with Importance-Grained Noise Adaption | Aug 9, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics | Jun 6, 2025 | DenoisingGraph Neural Network | —Unverified | 0 | 0 |
| Digital Twin of Industrial Networked Control System based on Value of Information | Apr 23, 2024 | Graph Neural NetworkScheduling | —Unverified | 0 | 0 |
| DiP-GNN: Discriminative Pre-Training of Graph Neural Networks | Sep 15, 2022 | Graph Neural NetworkNode Classification | —Unverified | 0 | 0 |
| Directed Acyclic Graph Convolutional Networks | Jun 13, 2025 | Causal InferenceComputational Efficiency | —Unverified | 0 | 0 |
| Directed Homophily-Aware Graph Neural Network | May 28, 2025 | Graph Neural NetworkInformativeness | —Unverified | 0 | 0 |
| Directed Link Prediction using GNN with Local and Global Feature Fusion | Jun 25, 2025 | Contrastive LearningGraph Neural Network | —Unverified | 0 | 0 |
| Directional Message Passing on Molecular Graphs via Synthetic Coordinates | Nov 8, 2021 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 | 0 |
| DiRW: Path-Aware Digraph Learning for Heterophily | Oct 14, 2024 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 | 0 |