| Algorithmic Concept-based Explainable Reasoning | Jul 15, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Scalable Surface Reconstruction with Delaunay-Graph Neural Networks | Jul 13, 2021 | Graph Neural NetworkSurface Reconstruction | CodeCode Available | 1 |
| BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis | Jul 11, 2021 | Disease PredictionGraph Neural Network | CodeCode Available | 1 |
| Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation | Jul 8, 2021 | Graph Neural NetworkSession-Based Recommendations | CodeCode Available | 1 |
| Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space | Jul 8, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinations | Jul 6, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Maximum Entropy Weighted Independent Set Pooling for Graph Neural Networks | Jul 3, 2021 | Combinatorial OptimizationGraph Classification | CodeCode Available | 1 |
| Combinatorial Optimization with Physics-Inspired Graph Neural Networks | Jul 2, 2021 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| Quantitative Evaluation of Explainable Graph Neural Networks for Molecular Property Prediction | Jul 1, 2021 | Drug DiscoveryExplainable artificial intelligence | CodeCode Available | 1 |
| RICE: Refining Instance Masks in Cluttered Environments with Graph Neural Networks | Jun 29, 2021 | Graph Neural Network | CodeCode Available | 1 |
