| DeepSphere: towards an equivariant graph-based spherical CNN | Apr 8, 2019 | Graph Neural Network | CodeCode Available | 1 |
| Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems | Mar 11, 2019 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| GNNExplainer: Generating Explanations for Graph Neural Networks | Mar 10, 2019 | BIG-bench Machine LearningExplainable artificial intelligence | CodeCode Available | 1 |
| PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers | Mar 5, 2019 | Graph Neural Network | CodeCode Available | 1 |
| Streaming Graph Neural Networks | Oct 24, 2018 | Community DetectionGeneral Classification | CodeCode Available | 1 |
| Graph HyperNetworks for Neural Architecture Search | Oct 12, 2018 | Graph Neural NetworkNeural Architecture Search | CodeCode Available | 1 |
| Learning to Solve NP-Complete Problems - A Graph Neural Network for Decision TSP | Sep 8, 2018 | Graph Neural Network | CodeCode Available | 1 |
| Hierarchical Graph Representation Learning with Differentiable Pooling | Jun 22, 2018 | General ClassificationGraph Classification | CodeCode Available | 1 |
| Constructing Narrative Event Evolutionary Graph for Script Event Prediction | May 14, 2018 | Graph Neural NetworkMultiple-choice | CodeCode Available | 1 |
| Link Prediction Based on Graph Neural Networks | Feb 27, 2018 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
