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researcher

Peng Liu

1 paper hereh-index 216 citations7 works total

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

author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
same name
  • Peng Liu — 9 papers, h 4
  • Peng Liu — 9 papers, h 4
  • Peng Liu — 7 papers, h 6
  • Peng Liu — 6 papers, h 2
  • Peng Liu — 6 papers, h 5
  • Peng Liu — 6 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

collaborators

1 paper

cs.LG2026

Variational Trajectory Optimization of Anisotropic Diffusion Schedules

Pengxi Liu, Zeyu Michael Li, Xiang Cheng

We introduce a variational framework for diffusion models with anisotropic noise schedules parameterized by a matrix-valued path Mt​(I^¸) that allocates noise across subspaces. Ce…

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