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| Shortest Path Networks for Graph Property Prediction | Jun 2, 2022 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| A federated graph neural network framework for privacy-preserving personalization | Jun 2, 2022 | Federated LearningGraph Neural Network | CodeCode Available | 1 |
| InducT-GCN: Inductive Graph Convolutional Networks for Text Classification | Jun 1, 2022 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| Label-Enhanced Graph Neural Network for Semi-supervised Node Classification | May 31, 2022 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning | May 30, 2022 | Graph Neural Network | CodeCode Available | 1 |
| MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers | May 27, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation | May 27, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Transformer for Partial Differential Equations' Operator Learning | May 26, 2022 | Graph Neural NetworkOperator learning | CodeCode Available | 1 |
