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Shengchao Liu

23 papers hereh-index 224.4k citations38 works total

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

author position
  • first author12
  • middle author9
  • last author1

Across the 22 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG18
  • cs.CL2
  • q-bio.BM2
  • stat.ML1
same name
  • Shengchao Liu — 5 papers, h 3
  • Shengchao Liu — 4 papers, h 6
  • Shengchao Liu — 1 paper, h 2
  • Shengchao Liu — 1 paper

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
20182024
most citedATOMO: Communication-efficient Learning via Atomic Sparsification

198 citations · 730 across the 23 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2018★ 198 cited

ATOMO: Communication-efficient Learning via Atomic Sparsification

Hongyi Wang, Scott Sievert, Zachary Charles +3

Distributed model training suffers from communication overheads due to frequent gradient updates transmitted between compute nodes. To mitigate these overheads, several studies pro…

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