| Brain-inspired Chaotic Graph Backpropagation for Large-scale Combinatorial Optimization | Dec 13, 2024 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| A Hybrid Real-Time Framework for Efficient Fussell-Vesely Importance Evaluation Using Virtual Fault Trees and Graph Neural Networks | Dec 13, 2024 | Graph Neural Network | —Unverified | 0 |
| TransferLight: Zero-Shot Traffic Signal Control on any Road-Network | Dec 12, 2024 | Graph Neural NetworkTraffic Signal Control | —Unverified | 0 |
| Opinion de-polarization of social networks with GNNs | Dec 12, 2024 | Graph Neural Network | —Unverified | 0 |
| Search Strategy Generation for Branch and Bound Using Genetic Programming | Dec 12, 2024 | Graph Neural Network | —Unverified | 0 |
| DistrictNet: Decision-aware learning for geographical districting | Dec 11, 2024 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Cluster-Enhanced Federated Graph Neural Network for Recommendation | Dec 11, 2024 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 |
| Deep Learning-Enhanced Preconditioning for Efficient Conjugate Gradient Solvers in Large-Scale PDE Systems | Dec 10, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| GSM: A GNN-based Space-MIMO Framework for Direct-to-Cell Communications | Dec 10, 2024 | Graph Neural Network | —Unverified | 0 |
| Stock Type Prediction Model Based on Hierarchical Graph Neural Network | Dec 9, 2024 | Graph Neural NetworkStock Prediction | —Unverified | 0 |
