| A Hybrid Graph Neural Network Approach for Detecting PHP Vulnerabilities | Dec 16, 2020 | Graph Neural Network | —Unverified | 0 |
| Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective | Dec 14, 2020 | Drone-view target localizationGPU | CodeCode Available | 1 |
| Molecular graph generation with Graph Neural Networks | Dec 14, 2020 | Drug DiscoveryGraph Generation | —Unverified | 0 |
| Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation | Dec 10, 2020 | Graph Neural NetworkObject | —Unverified | 0 |
| GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification | Dec 10, 2020 | ClusteringGeneral Classification | —Unverified | 0 |
| Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing | Dec 9, 2020 | Graph Neural NetworkSemantic Parsing | CodeCode Available | 0 |
| Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation | Dec 9, 2020 | Graph Neural NetworkSegmentation | CodeCode Available | 1 |
| Emotional Conversation Generation with Heterogeneous Graph Neural Network | Dec 9, 2020 | DecoderGraph Neural Network | CodeCode Available | 1 |
| BonDNet: a graph neural network for the prediction of bond dissociation energies for charged molecules | Dec 8, 2020 | Graph Neural NetworkQuantum Chemistry Regression | CodeCode Available | 1 |
| Learning Video Instance Segmentation with Recurrent Graph Neural Networks | Dec 7, 2020 | Graph Neural NetworkInstance Segmentation | —Unverified | 0 |
| Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision Agriculture | Dec 7, 2020 | Graph Neural NetworkGraph structure learning | CodeCode Available | 1 |
| NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification | Dec 7, 2020 | ClassificationGraph Neural Network | —Unverified | 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 |
| Dr-COVID: Graph Neural Networks for SARS-CoV-2 Drug Repurposing | Dec 3, 2020 | Drug DesignGraph Neural Network | CodeCode Available | 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 |
| 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 |
