| 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 |
| Random Walk Graph Neural Networks | Dec 1, 2020 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models | Dec 1, 2020 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Graph Stochastic Neural Networks for Semi-supervised Learning | Dec 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| CodeCMR: Cross-Modal Retrieval For Function-Level Binary Source Code Matching | Dec 1, 2020 | Computer SecurityCross-Modal Retrieval | CodeCode Available | 1 |
| Multimodal Graph Networks for Compositional Generalization in Visual Question Answering | Dec 1, 2020 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| A Targeted Universal Attack on Graph Convolutional Network | Nov 29, 2020 | Adversarial AttackGraph Neural Network | CodeCode Available | 0 |
| Unsupervised Constrained Community Detection via Self-Expressive Graph Neural Network | Nov 28, 2020 | ClusteringCommunity Detection | CodeCode Available | 1 |
| Attention-Based Learning on Molecular Ensembles | Nov 25, 2020 | 3D geometryGraph Neural Network | —Unverified | 0 |
