| Inductive Graph Neural Networks for Spatiotemporal Kriging | Jun 13, 2020 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
| GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking with Multi-Feature Learning | Jun 12, 2020 | 3D Multi-Object TrackingGraph Neural Network | CodeCode Available | 1 |
| On the Bottleneck of Graph Neural Networks and its Practical Implications | Jun 9, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Optimal Transport Graph Neural Networks | Jun 8, 2020 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Drug–target affinity prediction using graph neural network and contact maps | Jun 1, 2020 | Drug DesignDrug Discovery | CodeCode Available | 1 |
| GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking With 2D-3D Multi-Feature Learning | Jun 1, 2020 | 3D Multi-Object TrackingGraph Neural Network | CodeCode Available | 1 |
| DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting | May 26, 2020 | Graph Neural NetworkHuman motion prediction | CodeCode Available | 1 |
| MVIN: Learning Multiview Items for Recommendation | May 26, 2020 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 |
| Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks | May 24, 2020 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Graph-based, Self-Supervised Program Repair from Diagnostic Feedback | May 20, 2020 | Code GenerationDiagnostic | CodeCode Available | 1 |
| Improved Protein-ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference | May 17, 2020 | Computational EfficiencyDrug Discovery | CodeCode Available | 1 |
| Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs | May 15, 2020 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation | May 8, 2020 | Graph Neural NetworkSelf-Driving Cars | CodeCode Available | 1 |
| Bundle Recommendation with Graph Convolutional Networks | May 7, 2020 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| Reducing Communication in Graph Neural Network Training | May 7, 2020 | GPUGraph Neural Network | CodeCode Available | 1 |
| TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation | May 6, 2020 | DiversityGraph Neural Network | CodeCode Available | 1 |
| Multivariate Time Series Forecasting with Transfer Entropy Graph | May 3, 2020 | Causal InferenceDecision Making | CodeCode Available | 1 |
| Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection | May 1, 2020 | Fraud DetectionGraph Neural Network | CodeCode Available | 1 |
| SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks | Apr 30, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| LambdaNet: Probabilistic Type Inference using Graph Neural Networks | Apr 29, 2020 | Code CompletionGraph Neural Network | CodeCode Available | 1 |
| Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting | Apr 17, 2020 | Graph Neural NetworkTime Series Analysis | 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 |
| Typilus: Neural Type Hints | Apr 6, 2020 | Graph Neural NetworkOne-Shot Learning | CodeCode Available | 1 |
| GIANT: Scalable Creation of a Web-scale Ontology | Apr 5, 2020 | Graph Neural NetworkNews Recommendation | CodeCode Available | 1 |
