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

12 citations · 12 across the 1 of their papers we have counts for

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1 paper

cs.LG2023★ 12 cited

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

Shuang Wang, Bahaeddin Eravci, Rustam Guliyev +1

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 e…