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researcher

Kangqiao Liu

Xihua University

10 papers hereh-index 6186 citations13 works total

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

author position
  • sole author1
  • first author6
  • middle author1
  • last author2

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • quant-ph5
  • cond-mat.stat-mech3
  • cs.LG1
  • gr-qc1
affiliations
  • Xihua University
HomepageORCID 0000-0002-4014-5728
same name
  • Kangqiao Liu — 2 papers, h 3

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
20192026
most citedThermodynamic Uncertainty Relation for Arbitrary Initial States

108 citations · 130 across the 10 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2021★ 3 cited

Power-law escape rate of SGD

Takashi Mori, Liu Ziyin, Kangqiao Liu +1

Stochastic gradient descent (SGD) undergoes complicated multiplicative noise for the mean-square loss. We use this property of SGD noise to derive a stochastic differential equatio…

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