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researcher

Shuigen Liu

6 papers hereh-index 325 citations9 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • math.NA2
  • cs.LG1
  • eess.SY1
  • math.PR1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedDropout Ensemble Kalman inversion for high dimensional inverse problems

4 citations · 4 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

Localized Diffusion Models

Georg A. Gottwald, Shuigen Liu, Youssef Marzouk +2

Diffusion models are state-of-the-art tools for various generative tasks. Yet training these models involves estimating high-dimensional score functions, a task that in principle s…

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