| Unsupervised Semantic Representation Learning of Scientific Literature Based on Graph Attention Mechanism and Maximum Mutual Information | Oct 7, 2022 | Contrastive LearningGraph Attention | —Unverified | 0 | 0 |
| Unsupervised Training for Neural TSP Solver | Jul 27, 2022 | Graph Neural Networkreinforcement-learning | —Unverified | 0 | 0 |
| Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies | Jul 30, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Unveiling the Unseen Potential of Graph Learning through MLPs: Effective Graph Learners Using Propagation-Embracing MLPs | Nov 20, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Up-sampling-only and Adaptive Mesh-based GNN for Simulating Physical Systems | Sep 7, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Urban Traffic Forecasting with Integrated Travel Time and Data Availability in a Conformal Graph Neural Network Framework | Jul 17, 2024 | Conformal PredictionGraph Neural Network | —Unverified | 0 | 0 |
| Using Graph Neural Networks for Program Termination | Jul 28, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Using Graph Neural Networks to Predict Local Culture | Feb 27, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Using Graph Neural Networks to Reconstruct Ancient Documents | Nov 13, 2020 | Graph Neural Network | —Unverified | 0 | 0 |
| UT-GraphCast Hindcast Dataset: A Global AI Forecast Archive from UT Austin for Weather and Climate Applications | Jun 20, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
