Ziqing Hu

Training Graph Neural Networks by Graphon Estimation

2021 · 2021 IEEE International Conference on Big Data (Big Data)

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 link probability matrix of the underlying …