| 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 |
