| 3D Pre-training improves GNNs for Molecular Property Prediction | Sep 29, 2021 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| Curvy: A Parametric Cross-section based Surface Reconstruction | Sep 1, 2024 | Graph Neural NetworkSurface Reconstruction | —Unverified | 0 |
| Global optimization in the discrete and variable-dimension conformational space: The case of crystal with the strongest atomic cohesion | Feb 27, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A Theoretical Comparison of Graph Neural Network Extensions | Jan 30, 2022 | Graph Neural Network | —Unverified | 0 |
| Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs | Oct 27, 2023 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| Grasp the Graph (GtG) 2.0: Ensemble of GNNs for High-Precision Grasp Pose Detection in Clutter | May 5, 2025 | Graph Neural NetworkRobotic Grasping | —Unverified | 0 |
| GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection | May 17, 2024 | Graph Neural Network | —Unverified | 0 |
| GrassNet: State Space Model Meets Graph Neural Network | Aug 16, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting | Jan 22, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Global Minima, Recoverability Thresholds, and Higher-Order Structure in GNNS | Oct 11, 2023 | Graph Neural NetworkStochastic Block Model | —Unverified | 0 |