| Towards Efficient Large-Scale Graph Neural Network Computing | Oct 19, 2018 | GPUGraph Neural Network | —Unverified | 0 |
| Open Vocabulary Learning on Source Code with a Graph-Structured Cache | Oct 18, 2018 | Code CompletionGraph Neural Network | CodeCode Available | 0 |
| Graph HyperNetworks for Neural Architecture Search | Oct 12, 2018 | Graph Neural NetworkNeural Architecture Search | CodeCode Available | 1 |
| Graph Pattern Mining and Learning through User-defined Relations (Extended Version) | Sep 14, 2018 | Graph Neural NetworkStochastic Optimization | CodeCode Available | 0 |
| Neural Guided Constraint Logic Programming for Program Synthesis | Sep 8, 2018 | Graph Neural NetworkProgram Synthesis | CodeCode Available | 0 |
| Learning to Solve NP-Complete Problems - A Graph Neural Network for Decision TSP | Sep 8, 2018 | Graph Neural Network | CodeCode Available | 1 |
| Exploiting Edge Features in Graph Neural Networks | Sep 7, 2018 | General ClassificationGraph Attention | —Unverified | 0 |
| SimGNN: A Neural Network Approach to Fast Graph Similarity Computation | Aug 16, 2018 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| Person Re-identification with Deep Similarity-Guided Graph Neural Network | Jul 26, 2018 | Graph Neural NetworkPerson Re-Identification | —Unverified | 0 |
| DeepInf: Social Influence Prediction with Deep Learning | Jul 15, 2018 | Deep LearningFeature Engineering | CodeCode Available | 0 |
