| Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network | Apr 20, 2020 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| Binarized Graph Neural Network | Apr 19, 2020 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting | Apr 17, 2020 | Graph Neural NetworkTime Series Analysis | CodeCode Available | 1 |
| Learning Furniture Compatibility with Graph Neural Networks | Apr 15, 2020 | Graph Neural Network | —Unverified | 0 |
| MxPool: Multiplex Pooling for Hierarchical Graph Representation Learning | Apr 15, 2020 | ClassificationClustering | —Unverified | 0 |
| A Deep Graph Neural Network-Based Mechanism for Social Recommendations | Apr 10, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Improving Expressivity of Graph Neural Networks | Apr 8, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Typilus: Neural Type Hints | Apr 6, 2020 | Graph Neural NetworkOne-Shot Learning | CodeCode Available | 1 |
| Distinguish Confusing Law Articles for Legal Judgment Prediction | Apr 6, 2020 | ArticlesGraph Neural Network | CodeCode Available | 1 |
| Improved Code Summarization via a Graph Neural Network | Apr 6, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 |
| GIANT: Scalable Creation of a Web-scale Ontology | Apr 5, 2020 | Graph Neural NetworkNews Recommendation | CodeCode Available | 1 |
| Optimization of Image Embeddings for Few Shot Learning | Apr 4, 2020 | Few-Shot LearningGraph Neural Network | —Unverified | 0 |
| Graph Sequential Network for Reasoning over Sequences | Apr 4, 2020 | Fact VerificationGraph Neural Network | —Unverified | 0 |
| Consistent Multiple Sequence Decoding | Apr 2, 2020 | DecoderDiversity | —Unverified | 0 |
| Drug-disease Graph: Predicting Adverse Drug Reaction Signals via Graph Neural Network with Clinical Data | Apr 1, 2020 | Graph Neural NetworkMarketing | —Unverified | 0 |
| Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text | Mar 31, 2020 | Graph Neural NetworkQuestion Answering | CodeCode Available | 1 |
| SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans | Mar 27, 2020 | Graph Neural NetworkObject | —Unverified | 0 |
| A Heterogeneous Dynamical Graph Neural Networks Approach to Quantify Scientific Impact | Mar 26, 2020 | Graph Neural Network | CodeCode Available | 1 |
| GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end | Mar 23, 2020 | Graph Neural Networkobject-detection | —Unverified | 0 |
| Multi-Label Text Classification using Attention-based Graph Neural Network | Mar 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries | Mar 19, 2020 | AnatomyGraph Neural Network | —Unverified | 0 |
| A Novel Framework with Information Fusion and Neighborhood Enhancement for User Identity Linkage | Mar 16, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Dynamic Spatiotemporal Graph Neural Network with Tensor Network | Mar 12, 2020 | graph constructionGraph Neural Network | —Unverified | 0 |
| Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning | Mar 12, 2020 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Learning Algebraic Multigrid Using Graph Neural Networks | Mar 12, 2020 | Graph Neural Network | CodeCode Available | 1 |
