| GNS: A generalizable Graph Neural Network-based simulator for particulate and fluid modeling | Nov 18, 2022 | Graph Neural Network | CodeCode Available | 2 |
| Gradformer: Graph Transformer with Exponential Decay | Apr 24, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 2 |
| Graph Neural Networks for Multimodal Single-Cell Data Integration | Mar 3, 2022 | Data IntegrationGraph Neural Network | CodeCode Available | 2 |
| Graph Structure Learning for Robust Graph Neural Networks | May 20, 2020 | Graph Neural NetworkGraph structure learning | CodeCode Available | 2 |
| 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 |
| LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation | Feb 16, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 2 |
| ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment | Feb 16, 2024 | Entity AlignmentGraph Neural Network | CodeCode Available | 2 |
| 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 |
| OcclusionFusion: Occlusion-aware Motion Estimation for Real-time Dynamic 3D Reconstruction | Mar 15, 2022 | 3D ReconstructionGraph Neural Network | CodeCode Available | 2 |
| DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly | Feb 29, 2024 | DenoisingGraph Neural Network | CodeCode Available | 2 |
