ENTITY Mengfan Liu

Mengfan Liu

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TOOL · CL_18850 · May 6 · 04:00

New research analyzes full-graph vs. mini-batch GNN training

This paper presents a comprehensive analysis comparing full-graph and mini-batch training for Graph Neural Networks (GNNs). It explores the impact of batch size and fan-out size on GNN convergence and generalization, of…