| 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 |
| Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising | Jun 1, 2020 | DenoisingGraph Neural Network | —Unverified | 0 |
| 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 |
| 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 |
| Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification | May 25, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| 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 |
