| Self-supervised edge features for improved Graph Neural Network training | Jun 23, 2020 | General ClassificationGraph Attention | CodeCode Available | 1 |
| A Note on Over-Smoothing for Graph Neural Networks | Jun 23, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View | Jun 23, 2020 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 1 |
| Graph Neural Networks for Node-Level Predictions | Jun 22, 2020 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |
| Deep Belief Network based representation learning for lncRNA-disease association prediction | Jun 22, 2020 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 |
| Progressive Graph Learning for Open-Set Domain Adaptation | Jun 22, 2020 | Domain AdaptationGraph Learning | CodeCode Available | 1 |
| Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs | Jun 20, 2020 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Deep Implicit Coordination Graphs for Multi-agent Reinforcement Learning | Jun 19, 2020 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Abstract Diagrammatic Reasoning with Multiplex Graph Networks | Jun 19, 2020 | Graph Neural NetworkVisual Reasoning | —Unverified | 0 |
| Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks | Jun 17, 2020 | 3D ReconstructionGraph Neural Network | —Unverified | 0 |
| GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training | Jun 17, 2020 | Contrastive LearningGeneral Classification | CodeCode Available | 1 |
| Canonicalizing Open Knowledge Bases with Multi-Layered Meta-Graph Neural Network | Jun 17, 2020 | Graph Neural NetworkNoun Phrase Canonicalization | —Unverified | 0 |
| Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks | Jun 16, 2020 | Graph Neural NetworkHuman-Object Interaction Detection | CodeCode Available | 1 |
| Multipole Graph Neural Operator for Parametric Partial Differential Equations | Jun 16, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Isometric Graph Neural Networks | Jun 16, 2020 | Graph Neural Network | —Unverified | 0 |
| Walk Message Passing Neural Networks and Second-Order Graph Neural Networks | Jun 16, 2020 | Graph Neural Network | —Unverified | 0 |
| Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting | Jun 16, 2020 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Learning to map source code to software vulnerability using code-as-a-graph | Jun 15, 2020 | Graph Neural NetworkVulnerability Detection | —Unverified | 0 |
| Generative 3D Part Assembly via Dynamic Graph Learning | Jun 14, 2020 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Global Attention Improves Graph Networks Generalization | Jun 14, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Adaptive Universal Generalized PageRank Graph Neural Network | Jun 14, 2020 | GPRGraph Neural Network | CodeCode Available | 1 |
| 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 |
| Weisfeiler-Lehman Embedding for Molecular Graph Neural Networks | Jun 12, 2020 | Feature EngineeringGraph Neural Network | —Unverified | 0 |
| Knowing your FATE: Friendship, Action and Temporal Explanations for User Engagement Prediction on Social Apps | Jun 10, 2020 | Graph Neural Network | —Unverified | 0 |
