| Lifelong Learning on Evolving Graphs Under the Constraints of Imbalanced Classes and New Classes | Dec 20, 2021 | Graph AttentionGraph Learning | CodeCode Available | 1 |
| GNN-Geo: A Graph Neural Network-based Fine-grained IP geolocation Framework | Dec 18, 2021 | DecoderGraph Neural Network | —Unverified | 0 |
| Knowledge graph enhanced recommender system | Dec 17, 2021 | AttributeGraph Neural Network | —Unverified | 0 |
| Neuromorphic Camera Denoising using Graph Neural Network-driven Transformers | Dec 17, 2021 | DenoisingGraph Neural Network | CodeCode Available | 1 |
| Incomplete Knowledge Graph Alignment | Dec 17, 2021 | Graph Neural NetworkKnowledge Graph Completion | —Unverified | 0 |
| Two-view Graph Neural Networks for Knowledge Graph Completion | Dec 16, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 0 |
| Constraint-based graph network simulator | Dec 16, 2021 | Graph Neural NetworkPhysical Simulations | —Unverified | 0 |
| Multivariate Realized Volatility Forecasting with Graph Neural Network | Dec 16, 2021 | Graph Neural Network | —Unverified | 0 |
| Encoding protein dynamic information in graph representation for functional residue identification | Dec 15, 2021 | Graph Neural NetworkProtein Function Prediction | CodeCode Available | 0 |
| Joint Demand Prediction for Multimodal Systems: A Multi-task Multi-relational Spatiotemporal Graph Neural Network Approach | Dec 15, 2021 | Graph Neural NetworkManagement | —Unverified | 0 |
