| Realistic Synthetic Social Networks with Graph Neural Networks | Dec 15, 2022 | Graph Neural Network | —Unverified | 0 |
| Real-Time AutoML | Jan 1, 2021 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Real-time Seismic Intensity Prediction using Self-supervised Contrastive GNN for Earthquake Early Warning | Jun 25, 2023 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Real-Time Small-Signal Security Assessment Using Graph Neural Networks | Jun 5, 2024 | Graph Neural Network | —Unverified | 0 |
| Reasoning over Entity-Action-Location Graph for Procedural Text Understanding | Aug 1, 2021 | graph constructionGraph Neural Network | —Unverified | 0 |
| Reasoning Over Semantic-Level Graph for Fact Checking | Sep 9, 2019 | Claim VerificationFact Checking | —Unverified | 0 |
| Recent Advances in Graph-based Machine Learning for Applications in Smart Urban Transportation Systems | Jun 2, 2023 | Graph Neural Network | —Unverified | 0 |
| Recommending Related Products Using Graph Neural Networks in Directed Graphs | Nov 18, 2022 | Graph Neural NetworkProduct Recommendation | —Unverified | 0 |
| Reconstructing Brain Causal Dynamics for Subject and Task Fingerprints using fMRI Time-series Data | May 9, 2025 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Recurrent Graph Transformer Network for Multiple Fault Localization in Naval Shipboard Systems | Sep 16, 2024 | Diagnosticenergy management | —Unverified | 0 |
| Recurrent U-Net-Based Graph Neural Network (RUGNN) for Accurate Deformation Predictions in Sheet Material Forming | Jul 10, 2025 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Rediscovering orbital mechanics with machine learning | Feb 4, 2022 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |
| Reduced Optimal Power Flow Using Graph Neural Network | Jun 27, 2022 | Graph Neural Network | —Unverified | 0 |
| Refining Interactions: Enhancing Anisotropy in Graph Neural Networks with Language Semantics | Apr 2, 2025 | AttributeGraph Neural Network | —Unverified | 0 |
| FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training | Jan 18, 2023 | CPUGPU | —Unverified | 0 |
| Region-enhanced Deep Graph Convolutional Networks for Rumor Detection | Jun 15, 2022 | Graph Neural Network | —Unverified | 0 |
| REGRACE: A Robust and Efficient Graph-based Re-localization Algorithm using Consistency Evaluation | Mar 5, 2025 | Graph Neural Network | —Unverified | 0 |
| Regression modeling on DNA encoded libraries | Sep 24, 2021 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Regulatory Graphs and GenAI for Real-Time Transaction Monitoring and Compliance Explanation in Banking | Jun 1, 2025 | Graph Neural NetworkRetrieval-augmented Generation | —Unverified | 0 |
| Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks | Mar 8, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Reinforcement Learning for Node Selection in Branch-and-Bound | Sep 29, 2023 | Graph Neural Networkreinforcement-learning | —Unverified | 0 |
| Graph neural networks-based Scheduler for Production planning problems using Reinforcement Learning | Sep 8, 2020 | Distributed OptimizationGraph Neural Network | —Unverified | 0 |
| Reiterative Domain Aware Multi-Target Adaptation | Aug 26, 2021 | Domain AdaptationGraph Neural Network | —Unverified | 0 |
| Relational Graph Representation Learning for Open-Domain Question Answering | Oct 18, 2019 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Behavior-Inspired Neural Networks for Relational Inference | Jun 20, 2024 | Graph Neural NetworkRelational Reasoning | —Unverified | 0 |