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Mengdi Wang

13 papers hereh-index 10479 citations18 works total

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

author position
  • middle author8
  • last author5

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • stat.ML1
same name
  • Mengdi Wang — 62 papers, h 37
  • Mengdi Wang — 29 papers, h 13
  • Mengdi Wang — 26 papers, h 11
  • Mengdi Wang — 14 papers, h 8
  • Mengdi Wang — 13 papers, h 11
  • Mengdi Wang — 12 papers, h 6

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
20232026
most citedAn Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization

19 citations · 33 across the 13 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2024★ 4 cited

Gradient Guidance for Diffusion Models: An Optimization Perspective

Yingqing Guo, Hui Yuan, Yukang Yang +2

Diffusion models have demonstrated empirical successes in various applications and can be adapted to task-specific needs via guidance. This paper studies a form of gradient guidanc…

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