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Shenghua Liu

9 papers hereh-index 222.1k citations68 works total

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

author position
  • first author2
  • middle author4
  • last author2

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.SI4
  • cs.DS2
  • cs.LG2
  • cs.DB1
same name
  • Shenghua Liu — 32 papers, h 13
  • Shenghua Liu — 5 papers, h 6
  • Shenghua 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
20162020
most citedSingle-Pass PCA of Large High-Dimensional Data

16 citations · 32 across the 9 of their papers we have counts for

collaborators
Showing cs.DSShow all

2 papers · 1 filter

cs.DS2018

Optimal Algorithm for Profiling Dynamic Arrays with Finite Values

Dingcheng Yang, Wenjian Yu, Junhui Deng +1

How can one quickly answer the most and top popular objects at any time, given a large log stream in a system of billions of users? It is equivalent to find the mode and top-freque…

cs.DS2017★ 16 cited

Single-Pass PCA of Large High-Dimensional Data

Wenjian Yu, Yu Gu, Jian Li +2

Principal component analysis (PCA) is a fundamental dimension reduction tool in statistics and machine learning. For large and high-dimensional data, computing the PCA (i.e., the s…

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