| On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods | Mar 31, 2023 | Graph Neural NetworkPhysical Simulations | —Unverified | 0 | 0 |
| On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning | Feb 15, 2025 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| OOD-GNN: Out-of-Distribution Generalized Graph Neural Network | Dec 7, 2021 | Graph Neural NetworkOut-of-Distribution Generalization | —Unverified | 0 | 0 |
| Operational Wind Speed Forecasts for Chile's Electric Power Sector Using a Hybrid ML Model | Sep 14, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Operator Learning Meets Numerical Analysis: Improving Neural Networks through Iterative Methods | Oct 2, 2023 | Deep LearningGraph Neural Network | —Unverified | 0 | 0 |
| Opinion de-polarization of social networks with GNNs | Dec 12, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Optical Quantum Sensing for Agnostic Environments via Deep Learning | Nov 13, 2023 | Deep LearningGraph Neural Network | —Unverified | 0 | 0 |
| Optimality of Message-Passing Architectures for Sparse Graphs | May 17, 2023 | Graph Neural NetworkNode Classification | —Unverified | 0 | 0 |
| Optimal Solutions for Joint Beamforming and Antenna Selection: From Branch and Bound to Graph Neural Imitation Learning | Jun 11, 2022 | Graph Neural NetworkImitation Learning | —Unverified | 0 | 0 |
| Optimal Solving of Constrained Path-Planning Problems with Graph Convolutional Networks and Optimized Tree Search | Aug 2, 2021 | Graph Neural Network | —Unverified | 0 | 0 |
