Low-bit Quantization for Deep Graph Neural Networks with Smoothness-aware Message Propagation

1 code implementation • 29 Aug 2023 • Shuang Wang, Bahaeddin Eravci, Rustam Guliyev, Hakan Ferhatosmanoglu

Graph Neural Network (GNN) training and inference involve significant challenges of scalability with respect to both model sizes and number of layers, resulting in degradation of efficiency and accuracy for large and deep GNNs.

Node Classification Quantization