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20192025
most citedDeep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going

77 citations · 104 across the 15 of their papers we have counts for

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cs.CL2025

A3 : an Analytical Low-Rank Approximation Framework for Attention

Jeffrey T. H. Wong, Cheng Zhang, Xinye Cao +5

Large language models have demonstrated remarkable performance; however, their massive parameter counts make deployment highly expensive. Low-rank approximation offers a promising…