| Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning | May 31, 2023 | Decision MakingGeneral Knowledge | CodeCode Available | 2 |
| gRNAde: Geometric Deep Learning for 3D RNA inverse design | May 24, 2023 | 3D geometryDeep Learning | CodeCode Available | 2 |
| Graph Neural Network-based surrogate model for granular flows | May 9, 2023 | Graph Neural Network | CodeCode Available | 2 |
| Graph-based Topology Reasoning for Driving Scenes | Apr 11, 2023 | 3D Lane DetectionAutonomous Driving | CodeCode Available | 2 |
| GlueStick: Robust Image Matching by Sticking Points and Lines Together | Apr 4, 2023 | Graph Neural NetworkPose Estimation | CodeCode Available | 2 |
| CHGNet: Pretrained universal neural network potential for charge-informed atomistic modeling | Feb 28, 2023 | Atomic ForcesGraph Neural Network | CodeCode Available | 2 |
| LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation | Feb 16, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 2 |
| Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs | Feb 7, 2023 | Graph Neural Network | CodeCode Available | 2 |
| PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction | Jan 19, 2023 | Computational EfficiencyGraph Neural Network | CodeCode Available | 2 |
| Heterogeneous Multi-Robot Reinforcement Learning | Jan 17, 2023 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 2 |
