You Can Have Better Graph Neural Networks by Not Training Weights at All: Finding Untrained GNNs Tickets

Tianjin Huang, Tianlong Chen, Meng Fang +8

Recent works have impressively demonstrated that there exists a subnetwork in randomly initialized convolutional neural networks (CNNs) that can match the performance of the fully…