| Deep learning of contagion dynamics on complex networks | Jun 9, 2020 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Detecting structural perturbations from time series with deep learning | Jun 9, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| 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 |
| Unsupervised Graph Representation by Periphery and Hierarchical Information Maximization | Jun 8, 2020 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Graph Neural Network Encoding for Community Detection in Attribute Networks | Jun 6, 2020 | AttributeCommunity Detection | CodeCode Available | 0 |
| Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time | Jun 6, 2020 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Evaluating Text Coherence at Sentence and Paragraph Levels | Jun 5, 2020 | Graph Neural NetworkSentence | —Unverified | 0 |
| Stochastic Graph Neural Networks | Jun 4, 2020 | Graph Neural Network | —Unverified | 0 |
| SimPool: Towards Topology Based Graph Pooling with Structural Similarity Features | Jun 3, 2020 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Drug–target affinity prediction using graph neural network and contact maps | Jun 1, 2020 | Drug DesignDrug Discovery | CodeCode Available | 1 |
| Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising | Jun 1, 2020 | DenoisingGraph Neural Network | —Unverified | 0 |
| 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 |
| High-order structure preserving graph neural network for few-shot learning | May 29, 2020 | Few-Shot LearningGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Network for Hamiltonian-Based Material Property Prediction | May 27, 2020 | Band GapGraph Neural Network | —Unverified | 0 |
| 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 |
| Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification | May 25, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation | May 25, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| NENET: An Edge Learnable Network for Link Prediction in Scene Text | May 25, 2020 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks | May 24, 2020 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation | May 24, 2020 | Graph Neural NetworkTransfer Learning | —Unverified | 0 |
| Customized Graph Neural Networks | May 22, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Cross-Domain Few-Shot Learning with Meta Fine-Tuning | May 21, 2020 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Graph-based, Self-Supervised Program Repair from Diagnostic Feedback | May 20, 2020 | Code GenerationDiagnostic | CodeCode Available | 1 |
