14 citations · 20 across the 2 of their papers we have counts for
2 papers
cs.CL2021★ 6 cited
NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM
Connor Holmes, Minjia Zhang, Yuxiong He +1
Natural Language Processing (NLP) has recently achieved success by using huge pre-trained Transformer networks. However, these models often contain hundreds of millions or even bil…
cs.PF2019★ 14 cited
GraphZero: Breaking Symmetry for Efficient Graph Mining
Daniel Mawhirter, Sam Reinehr, Connor Holmes +2
Graph mining for structural patterns is a fundamental task in many applications. Compilation-based graph mining systems, represented by AutoMine, generate specialized algorithms fo…