| GLSearch: Maximum Common Subgraph Detection via Learning to Search | Feb 8, 2020 | Cloud ComputingGraph Embedding | —Unverified | 0 |
| Message Passing Query Embedding | Feb 6, 2020 | Entity EmbeddingsGraph Neural Network | CodeCode Available | 1 |
| VGAI: End-to-End Learning of Vision-Based Decentralized Controllers for Robot Swarms | Feb 6, 2020 | Graph Neural Network | —Unverified | 0 |
| MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding | Feb 5, 2020 | ClusteringDiversity | CodeCode Available | 1 |
| MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph | Feb 3, 2020 | Entity AlignmentEntity Embeddings | CodeCode Available | 1 |
| Hybrid Graph Neural Networks for Crowd Counting | Jan 31, 2020 | Crowd CountingGraph Neural Network | —Unverified | 0 |
| Deep Graph Matching Consensus | Jan 27, 2020 | Entity AlignmentGraph Matching | CodeCode Available | 1 |
| TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network | Jan 26, 2020 | Graph Neural NetworkPosition | CodeCode Available | 1 |
| Theoretically Expressive and Edge-aware Graph Learning | Jan 24, 2020 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data | Jan 23, 2020 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
