| Trust but Verify: Assigning Prediction Credibility by Counterfactual Constrained Learning | Nov 24, 2020 | counterfactualGraph Neural Network | —Unverified | 0 |
| Making Graph Neural Networks Worth It for Low-Data Molecular Machine Learning | Nov 24, 2020 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |
| xFraud: Explainable Fraud Transaction Detection | Nov 24, 2020 | Explainable ModelsFraud Detection | CodeCode Available | 1 |
| Improving Federated Relational Data Modeling via Basis Alignment and Weight Penalty | Nov 23, 2020 | Federated LearningGraph Neural Network | —Unverified | 0 |
| AutoGraph: Automated Graph Neural Network | Nov 23, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| MEG: Multi-Evidence GNN for Multimodal Semantic Forensics | Nov 23, 2020 | Graph Neural Network | —Unverified | 0 |
| GRAPHSPY: Fused Program Semantic-Level Embedding via Graph Neural Networks for Dead Store Detection | Nov 18, 2020 | Graph Neural Network | —Unverified | 0 |
| Machine Learning for Phase Behavior in Active Matter Systems | Nov 18, 2020 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |
| MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation | Nov 16, 2020 | GPUGraph Neural Network | CodeCode Available | 0 |
| A Large-Scale Database for Graph Representation Learning | Nov 16, 2020 | DiversityGraph Neural Network | CodeCode Available | 1 |
| Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular Structures | Nov 15, 2020 | Drug DiscoveryFormation Energy | CodeCode Available | 1 |
| Learning to Drop: Robust Graph Neural Network via Topological Denoising | Nov 13, 2020 | DenoisingGraph Neural Network | CodeCode Available | 1 |
| Using Graph Neural Networks to Reconstruct Ancient Documents | Nov 13, 2020 | Graph Neural Network | —Unverified | 0 |
| Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network | Nov 12, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| 3D-OES: Viewpoint-Invariant Object-Factorized Environment Simulators | Nov 12, 2020 | Graph Neural NetworkObject | —Unverified | 0 |
| VStreamDRLS: Dynamic Graph Representation Learning with Self-Attention for Enterprise Distributed Video Streaming Solutions | Nov 11, 2020 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| Graph Neural Networks for Distributed Linear-Quadratic Control | Nov 10, 2020 | Graph Neural NetworkSelf-Supervised Learning | —Unverified | 0 |
| Generation of Human-aware Navigation Maps using Graph Neural Networks | Nov 10, 2020 | Graph Neural Network | —Unverified | 0 |
| Parameterized Explainer for Graph Neural Network | Nov 9, 2020 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Automorphic Equivalence-aware Graph Neural Network | Nov 9, 2020 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 |
| Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations | Nov 8, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Learning Power Control for Cellular Systems with Heterogeneous Graph Neural Network | Nov 6, 2020 | Graph Neural Network | —Unverified | 0 |
| ASFGNN: Automated Separated-Federated Graph Neural Network | Nov 6, 2020 | Bayesian OptimizationGraph Neural Network | —Unverified | 0 |
| Multi-task learning for electronic structure to predict and explore molecular potential energy surfaces | Nov 5, 2020 | Graph Neural NetworkMulti-Task Learning | —Unverified | 0 |
| Graph Neural Networks in Recommender Systems: A Survey | Nov 4, 2020 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 |
