Description
Scalable method to train large scale GNN models via sampling small subgraphs.
Papers Using This Method
Lifelong Graph Learning for Graph Summarization2024-07-25PolicyClusterGCN: Identifying Efficient Clusters for Training Graph Convolutional Networks2023-06-25BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs2023-05-04A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs2022-11-11Decoupling the Depth and Scope of Graph Neural Networks2022-01-19On Batch-size Selection for Stochastic Training for Graph Neural Networks2021-01-01GraphSAINT: Graph Sampling Based Inductive Learning Method2019-07-10