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| Graph Neural Network-based surrogate model for granular flows | May 9, 2023 | Graph Neural Network | CodeCode Available | 2 | 5 |
| Heterogeneous Multi-Robot Reinforcement Learning | Jan 17, 2023 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 2 | 5 |
| Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning | Jun 25, 2024 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 2 | 5 |
| Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting | Jun 18, 2022 | Graph LearningGraph Neural Network | CodeCode Available | 2 | 5 |
| LightGNN: Simple Graph Neural Network for Recommendation | Jan 6, 2025 | Computational EfficiencyGraph Neural Network | CodeCode Available | 2 | 5 |
| ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback | Feb 15, 2024 | Computational chemistryGraph Neural Network | CodeCode Available | 2 | 5 |
| ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment | Feb 16, 2024 | Entity AlignmentGraph Neural Network | CodeCode Available | 2 | 5 |
| OcclusionFusion: Occlusion-aware Motion Estimation for Real-time Dynamic 3D Reconstruction | Mar 15, 2022 | 3D ReconstructionGraph Neural Network | CodeCode Available | 2 | 5 |
| chemtrain-deploy: A parallel and scalable framework for machine learning potentials in million-atom MD simulations | Jun 4, 2025 | Graph Neural Network | CodeCode Available | 2 | 5 |
