Training Graph Neural Networks by Graphon Estimation

Ziqing Hu, Yihao Fang, Lizhen Lin

In this work, we propose to train a graph neural network via resampling from a graphon estimate obtained from the underlying network data. More specifically, the graphon or the lin…