21 citations · 44 across the 8 of their papers we have counts for
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cs.LG2022★ 17 cited
FastFold: Reducing AlphaFold Training Time from 11 Days to 67 Hours
Shenggan Cheng, Xuanlei Zhao, Guangyang Lu +7
Protein structure prediction helps to understand gene translation and protein function, which is of growing interest and importance in structural biology. The AlphaFold model, whic…
cs.LG2021★ 21 cited
Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective
Hengrui Zhang, Zhongming Yu, Guohao Dai +4
Graph Neural Networks (GNNs) have been widely used in various domains, and GNNs with sophisticated computational graph lead to higher latency and larger memory consumption. Optimiz…