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researcher

Xinmeng Huang

University of Pennsylvania

19 papers hereh-index 13731 citations25 works total

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

author position
  • first author7
  • middle author10
  • last author1

Across the 18 of 19 papers where every author was matched, so the position is known.

fields
  • math.OC8
  • cs.LG6
  • stat.ML4
  • math.NA1
affiliations
  • University of Pennsylvania
  • University of Science and Technology of China
same name
  • Xinmeng Huang — 3 papers, h 2
  • Xinmeng Huang — 2 papers

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
20192024
most citedRemoving Data Heterogeneity Influence Enhances Network Topology Dependence of Decentralized SGD

11 citations · 37 across the 19 of their papers we have counts for

collaborators
Showing math.NAShow all

1 paper · 1 filter

math.NA2020★ 7 cited

Scaled Relative Graph of Normal Matrices

Xinmeng Huang, Ernest K. Ryu, Wotao Yin

The Scaled Relative Graph (SRG) is a geometric tool that maps the action of a multi-valued nonlinear operator onto the 2D plane, used to analyze the convergence of a wide range of…

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