Xinyi Gao, Hongzhi Yin, Tong Chen, Guanhua Ye, Wentao Zhang...
TL;DR图神经网络、图压缩、鲁棒图压缩、训练图、图结构噪声
Abstract
graph neural networks (GNNs) have attracted widespread attention for their impressive capability of graph representation learning. However, the increasing prevalence of large-scale graphs presents a significant challenge for GNN training due to their computational demands, limiting the