| MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian | Sep 1, 2022 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Spatio-Temporal Wind Speed Forecasting using Graph Networks and Novel Transformer Architectures | Aug 29, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network | Aug 28, 2022 | Graph Neural NetworkTrajectory Prediction | CodeCode Available | 1 |
| EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting | Aug 23, 2022 | Graph Neural Network | CodeCode Available | 1 |
| MolGraph: a Python package for the implementation of molecular graphs and graph neural networks with TensorFlow and Keras | Aug 21, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching | Aug 19, 2022 | Compiler OptimizationCPU | CodeCode Available | 1 |
| GraTO: Graph Neural Network Framework Tackling Over-smoothing with Neural Architecture Search | Aug 18, 2022 | Graph Neural NetworkNeural Architecture Search | CodeCode Available | 1 |
| EEGNN: Edge Enhanced Graph Neural Network with a Bayesian Nonparametric Graph Model | Aug 12, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks | Aug 11, 2022 | Graph Neural NetworkUncertainty Quantification | CodeCode Available | 1 |
| Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification | Aug 4, 2022 | Graph Neural Networkimage-classification | CodeCode Available | 1 |
