| Popularity Prediction on Social Platforms with Coupled Graph Neural Networks | Jun 21, 2019 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| Multiple instance learning with graph neural networks | Jun 12, 2019 | Graph Neural NetworkMultiple Instance Learning | —Unverified | 0 |
| Graph Neural Network for Music Score Data and Modeling Expressive Piano Performance | Jun 11, 2019 | Graph Neural NetworkMusic Performance Rendering | CodeCode Available | 0 |
| Position-aware Graph Neural Networks | Jun 11, 2019 | Community DetectionGraph Neural Network | CodeCode Available | 0 |
| Combining Generative and Discriminative Models for Hybrid Inference | Jun 6, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Variational Inference for Graph Convolutional Networks in the Absence of Graph Data and Adversarial Settings | Jun 5, 2019 | Bayesian InferenceGeneral Classification | CodeCode Available | 0 |
| DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification | Jun 5, 2019 | General ClassificationGraph Classification | CodeCode Available | 0 |
| Factor Graph Neural Network | Jun 3, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Incorporating Biological Knowledge with Factor Graph Neural Network for Interpretable Deep Learning | Jun 3, 2019 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network | Jun 2, 2019 | General ClassificationGraph Neural Network | —Unverified | 0 |
| Skeleton-Based Action Recognition With Directed Graph Neural Networks | Jun 1, 2019 | Action RecognitionGraph Neural Network | CodeCode Available | 0 |
| Exploiting Edge Features for Graph Neural Networks | Jun 1, 2019 | General ClassificationGraph Attention | —Unverified | 0 |
| Graph WaveNet for Deep Spatial-Temporal Graph Modeling | May 31, 2019 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Deep Bayesian Optimization on Attributed Graphs | May 31, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Discriminative structural graph classification | May 31, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Graph Normalizing Flows | May 30, 2019 | Graph Neural Network | CodeCode Available | 0 |
| LatentGNN: Learning Efficient Non-local Relations for Visual Recognition | May 28, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Solving NP-Hard Problems on Graphs with Extended AlphaGo Zero | May 28, 2019 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Crystal Graph Neural Networks for Data Mining in Materials Science | May 27, 2019 | Band GapFormation Energy | CodeCode Available | 1 |
| COSET: A Benchmark for Evaluating Neural Program Embeddings | May 27, 2019 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Edge Contraction Pooling for Graph Neural Networks | May 27, 2019 | General ClassificationGraph Classification | —Unverified | 0 |
| MCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social Network | May 27, 2019 | Graph Neural NetworkMulti-Task Learning | —Unverified | 0 |
| Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach | May 24, 2019 | Community DetectionDecoder | CodeCode Available | 0 |
| Learning Cross-Domain Representation with Multi-Graph Neural Network | May 24, 2019 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions | May 23, 2019 | Graph Neural Network | CodeCode Available | 0 |
