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Risheng Liu

80 papers hereh-index 5213.9k citations235 works total

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

author position
  • first author34
  • middle author24
  • last author20

Across the 78 of 80 papers where every author was matched, so the position is known.

fields
  • cs.CV57
  • cs.LG11
  • math.OC6
  • eess.IV3
  • math.NA3
same name
  • Risheng Liu — 13 papers, h 11
  • Risheng Liu — 3 papers
  • Risheng Liu — 2 papers, h 3
  • Risheng Liu — 1 paper, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20102023
most citedLinearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation

1k citations · 2.2k across the 80 of their papers we have counts for

collaborators
Showing 2011 · math.NAShow all

1 paper · 2 filters

math.NA2011★ 28 cited

Solving Principal Component Pursuit in Linear Time via l1​ Filtering

Risheng Liu, Zhouchen Lin, Siming Wei +1

In the past decades, exactly recovering the intrinsic data structure from corrupted observations, which is known as robust principal component analysis (RPCA), has attracted tremen…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.