| The Role of Entropy in Guiding a Connection Prover | May 31, 2021 | Automated Theorem ProvingDecision Making | —Unverified | 0 |
| Generating Adversarial Examples with Graph Neural Networks | May 30, 2021 | Graph Neural Network | —Unverified | 0 |
| DAGNN: Demand-aware Graph Neural Networks for Session-based Recommendation | May 30, 2021 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
| Relational Graph Neural Network Design via Progressive Neural Architecture Search | May 30, 2021 | Graph Neural NetworkNeural Architecture Search | —Unverified | 0 |
| GINA: Neural Relational Inference From Independent Snapshots | May 29, 2021 | Graph Neural Network | —Unverified | 0 |
| Relation Matters in Sampling: A Scalable Multi-Relational Graph Neural Network for Drug-Drug Interaction Prediction | May 28, 2021 | Graph Neural NetworkRelation | —Unverified | 0 |
| Neural Enhanced Belief Propagation for Cooperative Localization | May 27, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Motif Prediction with Graph Neural Networks | May 26, 2021 | Graph MiningGraph Neural Network | —Unverified | 0 |
| Local, global and scale-dependent node roles | May 26, 2021 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Network Based VC Investment Success Prediction | May 25, 2021 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification | May 25, 2021 | Ensemble LearningGraph Neural Network | —Unverified | 0 |
| TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks | May 21, 2021 | Graph Neural Networkimage-classification | —Unverified | 0 |
| Graph Sanitation with Application to Node Classification | May 19, 2021 | Anomaly DetectionBilevel Optimization | —Unverified | 0 |
| Combining GCN and Transformer for Chinese Grammatical Error Detection | May 19, 2021 | Grammatical Error DetectionGraph Neural Network | —Unverified | 0 |
| StackVAE-G: An efficient and interpretable model for time series anomaly detection | May 18, 2021 | Anomaly DetectionGraph Learning | CodeCode Available | 0 |
| 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 |
| 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 |
| Hierarchical Graph Neural Networks | May 7, 2021 | Graph Neural NetworkNetwork Embedding | —Unverified | 0 |
| Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network | May 6, 2021 | Generative Adversarial NetworkGraph Generation | CodeCode Available | 0 |
| Graph-based Multilingual Product Retrieval in E-commerce Search | May 6, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators | May 5, 2021 | Graph Neural Network | CodeCode Available | 0 |
