HoGS: Homophily-Oriented Graph Synthesis for Local Differentially Private GNN Training

Wen Xu, Zhetao Li, Yong Xiao +3

Graph neural networks (GNNs) have demonstrated remarkable performance in various graph-based machine learning tasks by effectively modeling high-order interactions between nodes. H…