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Huikang Liu

16 papers hereh-index 12474 citations32 works total

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

author position
  • first author6
  • middle author10

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • math.OC12
  • cs.CG1
  • cs.CR1
  • cs.LG1
  • eess.SP1
same name
  • Huikang Liu — 11 papers, h 3
  • Huikang Liu — 4 papers, h 2
  • Huikang Liu — 2 papers, h 2
  • Huikang Liu — 1 paper
  • Huikang Liu — 1 paper, h 2

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
20152026
most citedVariance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning: Part I

18 citations · 44 across the 16 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022★ 2 cited

Fast and Provably Convergent Algorithms for Gromov-Wasserstein in Graph Data

Jiajin Li, Jianheng Tang, Lemin Kong +4

In this paper, we study the design and analysis of a class of efficient algorithms for computing the Gromov-Wasserstein (GW) distance tailored to large-scale graph learning tasks.…

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