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researcher

S. Gu

54 papers hereh-index 4130.5k citations71 works total

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

author position
  • first author8
  • middle author28
  • last author16

Across the 52 of 54 papers where every author was matched, so the position is known.

fields
  • cs.LG35
  • cs.RO9
  • cs.CL4
  • cs.CV4
  • cs.AI1
  • stat.ML1
same name
  • S. Gu — 98 papers, h 25
  • S. Gu — 84 papers
  • S. Gu — 75 papers, h 21
  • S. Gu — 53 papers, h 24
  • S. Gu — 36 papers, h 19
  • S. Gu — 11 papers, h 5

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
20142024
most citedCategorical Reparameterization with Gumbel-Softmax

3.3k citations · 8.2k across the 53 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024

Geometric-Averaged Preference Optimization for Soft Preference Labels

Hiroki Furuta, Kuang-Huei Lee, Shixiang Shane Gu +4

Many algorithms for aligning LLMs with human preferences assume that human preferences are binary and deterministic. However, human preferences can vary across individuals, and the…

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