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researcher

Lei Guan

7 papers hereh-index 9221 citations12 works total

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

author position
  • sole author2
  • first author4
  • middle author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • math.OC1
  • stat.ML1
same name
  • Lei Guan — 2 papers, h 13
  • Lei Guan — 1 paper, h 1
  • Lei Guan — 1 paper, h 1
  • Lei Guan — 1 paper, h 0

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
20182023
most citedXPipe: Efficient Pipeline Model Parallelism for Multi-GPU DNN Training

36 citations · 46 across the 7 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 36 cited

XPipe: Efficient Pipeline Model Parallelism for Multi-GPU DNN Training

Lei Guan, Wotao Yin, Dongsheng Li +1

We propose XPipe, an efficient asynchronous pipeline model parallelism approach for multi-GPU DNN training. XPipe is designed to use multiple GPUs to concurrently and continuously…

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