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researcher

Rujie Liu

24 papers hereh-index 14977 citations102 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author10
  • last author14

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • cs.CV11
  • cs.SD6
  • cs.LG3
  • math.NA2
  • eess.AS1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedFurcaNet: An end-to-end deep gated convolutional, long short-term memory, deep neural networks for single channel speech separation

15 citations · 52 across the 24 of their papers we have counts for

collaborators
Showing math.NAShow all

2 papers · 1 filter

math.NA2013

Online and Stochastic Universal Gradient Methods for Minimizing Regularized Hölder Continuous Finite Sums

Ziqiang Shi, Rujie Liu

Online and stochastic gradient methods have emerged as potent tools in large scale optimization with both smooth convex and nonsmooth convex problems from the classes $C^{1,1}(\rea…

math.NA2013

Online and stochastic Douglas-Rachford splitting method for large scale machine learning

Ziqiang Shi, Rujie Liu

Online and stochastic learning has emerged as powerful tool in large scale optimization. In this work, we generalize the Douglas-Rachford splitting (DRs) method for minimizing comp…

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