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实体 Mengfan Liu

Mengfan Liu

PulseAugur coverage of Mengfan Liu — every cluster mentioning Mengfan Liu across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_18850 ·

    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…