| Deep Neural Architecture Search with Deep Graph Bayesian Optimization | May 14, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Learning Scalable and Precise Representation of Program Semantics | May 13, 2019 | Graph Neural Network | —Unverified | 0 |
| Craquelure as a Graph: Application of Image Processing and Graph Neural Networks to the Description of Fracture Patterns | May 13, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems | May 11, 2019 | Feature EngineeringGraph Neural Network | CodeCode Available | 0 |
| Time-Series Event Prediction with Evolutionary State Graph | May 10, 2019 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| Adversarial Defense Framework for Graph Neural Network | May 9, 2019 | Adversarial DefenseContrastive Learning | —Unverified | 0 |
| PiNet: A Permutation Invariant Graph Neural Network for Graph Classification | May 8, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Edge-labeling Graph Neural Network for Few-shot Learning | May 4, 2019 | ClusteringFew-Shot Image Classification | CodeCode Available | 0 |
| Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning | May 3, 2019 | ClassificationDenoising | CodeCode Available | 0 |
| Language Modeling with Graph Temporal Convolutional Networks | May 1, 2019 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
