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| Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting | Feb 18, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network | Feb 18, 2022 | Graph Neural Network | CodeCode Available | 1 |
| GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations | Feb 18, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning | Feb 17, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning | Feb 17, 2022 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 |
| SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service | Feb 16, 2022 | Cloud ComputingGraph Neural Network | —Unverified | 0 |
| Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction | Feb 16, 2022 | Graph Neural Network | —Unverified | 0 |
| When Does A Spectral Graph Neural Network Fail in Node Classification? | Feb 16, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Graph Neural Network-Based Scheduling for Multi-UAV-Enabled Communications in D2D Networks | Feb 15, 2022 | Graph Neural NetworkScheduling | —Unverified | 0 |
