| Distance-Enhanced Graph Neural Network for Link Prediction | May 20, 2021 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Superpixel-based Knowledge Infusion in Deep Neural Networks for Image Classification | May 20, 2021 | Face RecognitionGraph Neural Network | CodeCode Available | 1 |
| Combining GCN and Transformer for Chinese Grammatical Error Detection | May 19, 2021 | Grammatical Error DetectionGraph Neural Network | —Unverified | 0 |
| Graph Sanitation with Application to Node Classification | May 19, 2021 | Anomaly DetectionBilevel Optimization | —Unverified | 0 |
| Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning | May 19, 2021 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 |
| StackVAE-G: An efficient and interpretable model for time series anomaly detection | May 18, 2021 | Anomaly DetectionGraph Learning | CodeCode Available | 0 |
| Graph Neural Networks for Decentralized Multi-Robot Submodular Action Selection | May 18, 2021 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| Zorro: Valid, Sparse, and Stable Explanations in Graph Neural Networks | May 18, 2021 | AttributeExplanation Generation | CodeCode Available | 1 |
| Improving Graph Neural Networks with Simple Architecture Design | May 17, 2021 | feature selectionGraph Neural Network | CodeCode Available | 1 |
| TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning | May 17, 2021 | Contrastive LearningGraph Learning | CodeCode Available | 1 |
| Neighbourhood-guided Feature Reconstruction for Occluded Person Re-Identification | May 16, 2021 | Graph Neural NetworkOccluded Person Re-Identification | —Unverified | 0 |
| Interpretable Drug Synergy Prediction with Graph Neural Networks for Human-AI Collaboration in Healthcare | May 14, 2021 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction | May 14, 2021 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network | May 13, 2021 | Cross-Domain Named Entity RecognitionGraph Neural Network | —Unverified | 0 |
| VSR: A Unified Framework for Document Layout Analysis combining Vision, Semantics and Relations | May 13, 2021 | Document Layout AnalysisGraph Neural Network | —Unverified | 0 |
| A Graph Neural Network Approach for Product Relationship Prediction | May 12, 2021 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity | May 11, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Representation Iterative Fusion based on Heterogeneous Graph Neural Network for Joint Entity and Relation Extraction | May 8, 2021 | Graph Neural NetworkJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Hierarchical Graph Neural Networks | May 7, 2021 | Graph Neural NetworkNetwork Embedding | —Unverified | 0 |
| Graph-based Multilingual Product Retrieval in E-commerce Search | May 6, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network | May 6, 2021 | Generative Adversarial NetworkGraph Generation | CodeCode Available | 0 |
| TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators | May 5, 2021 | Graph Neural Network | CodeCode Available | 0 |
| LGGNet: Learning from Local-Global-Graph Representations for Brain-Computer Interface | May 5, 2021 | Brain Computer InterfaceEEG | CodeCode Available | 1 |
| Scalable Graph Neural Network Training: The Case for Sampling | May 5, 2021 | Graph Neural Network | —Unverified | 0 |
| VersaGNN: a Versatile accelerator for Graph neural networks | May 4, 2021 | CPUGPU | —Unverified | 0 |
