| ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages | May 14, 2020 | Graph Neural NetworkRelation | —Unverified | 0 |
| Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey | May 13, 2020 | Dynamic Link PredictionEpidemiology | —Unverified | 0 |
| InteractionNet: Modeling and Explaining of Noncovalent Protein-Ligand Interactions with Noncovalent Graph Neural Network and Layer-Wise Relevance Propagation | May 12, 2020 | Drug DesignGraph Neural Network | —Unverified | 0 |
| Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising | May 9, 2020 | Graph Neural NetworkHeuristic Search | —Unverified | 0 |
| Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases | May 5, 2020 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Graph2Plan: Learning Floorplan Generation from Layout Graphs | Apr 27, 2020 | Graph Neural Network | —Unverified | 0 |
| Data-Driven Construction of Data Center Graph of Things for Anomaly Detection | Apr 27, 2020 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| A Heterogeneous Graph with Factual, Temporal and Logical Knowledge for Question Answering Over Dynamic Contexts | Apr 25, 2020 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Learning Hierarchical Review Graph Representations for Recommendation | Apr 24, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Learning Decision Ensemble using a Graph Neural Network for Comorbidity Aware Chest Radiograph Screening | Apr 24, 2020 | Graph Neural Network | —Unverified | 0 |
| 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 |
| MxPool: Multiplex Pooling for Hierarchical Graph Representation Learning | Apr 15, 2020 | ClassificationClustering | —Unverified | 0 |
| Learning Furniture Compatibility with Graph Neural Networks | Apr 15, 2020 | Graph Neural Network | —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 |
| 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 |
| SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans | Mar 27, 2020 | Graph Neural NetworkObject | —Unverified | 0 |
| GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end | Mar 23, 2020 | Graph Neural Networkobject-detection | —Unverified | 0 |
| CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries | Mar 19, 2020 | AnatomyGraph Neural Network | —Unverified | 0 |
| 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 |