| NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification | Dec 7, 2020 | ClassificationGraph Neural Network | —Unverified | 0 |
| Learning Video Instance Segmentation with Recurrent Graph Neural Networks | Dec 7, 2020 | Graph Neural NetworkInstance Segmentation | —Unverified | 0 |
| Dr-COVID: Graph Neural Networks for SARS-CoV-2 Drug Repurposing | Dec 3, 2020 | Drug DesignGraph Neural Network | CodeCode Available | 0 |
| GraphPB: Graphical Representations of Prosody Boundary in Speech Synthesis | Dec 3, 2020 | DecoderGraph Embedding | —Unverified | 0 |
| SB-MTL: Score-based Meta Transfer-Learning for Cross-Domain Few-Shot Learning | Dec 3, 2020 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Multimodal Graph Networks for Compositional Generalization in Visual Question Answering | Dec 1, 2020 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models | Dec 1, 2020 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Random Walk Graph Neural Networks | Dec 1, 2020 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network | Dec 1, 2020 | Few-Shot Text ClassificationGraph Neural Network | —Unverified | 0 |
| A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment | Dec 1, 2020 | Entity AlignmentGraph Attention | —Unverified | 0 |
| A Targeted Universal Attack on Graph Convolutional Network | Nov 29, 2020 | Adversarial AttackGraph Neural Network | CodeCode Available | 0 |
| Attention-Based Learning on Molecular Ensembles | Nov 25, 2020 | 3D geometryGraph Neural Network | —Unverified | 0 |
| 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 |
| Improving Federated Relational Data Modeling via Basis Alignment and Weight Penalty | Nov 23, 2020 | Federated LearningGraph Neural Network | —Unverified | 0 |
| MEG: Multi-Evidence GNN for Multimodal Semantic Forensics | Nov 23, 2020 | Graph Neural Network | —Unverified | 0 |
| AutoGraph: Automated Graph Neural Network | Nov 23, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Machine Learning for Phase Behavior in Active Matter Systems | Nov 18, 2020 | BIG-bench Machine LearningGraph 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 |
| MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation | Nov 16, 2020 | GPUGraph Neural Network | CodeCode Available | 0 |
| Using Graph Neural Networks to Reconstruct Ancient Documents | Nov 13, 2020 | Graph Neural Network | —Unverified | 0 |
| 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 |
