YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training

Yi Li, Zhichun Guo, Guanpeng Li +1

Graph neural networks (GNNs) have become essential tools for analyzing non-Euclidean data across various domains. During training stage, sampling plays an important role in reducin…