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researcher

Chang Liu

Tsinghua University

9 papers hereh-index 171.5k citations64 works total

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

author position
  • first author2
  • middle author6

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG2
  • eess.IV2
  • physics.chem-ph1
  • physics.flu-dyn1
  • stat.ML1
affiliations
  • Tsinghua University
  • Microsoft Research
Homepage
same name
  • Chang Liu — 31 papers, h 39
  • Chang Liu — 21 papers, h 5
  • Chang Liu — 18 papers, h 22
  • Chang Liu — 17 papers, h 7
  • Chang Liu — 16 papers
  • Chang Liu — 15 papers, h 19

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
20192023
most citedStraight-Through Estimator as Projected Wasserstein Gradient Flow

5 citations · 10 across the 8 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2019★ 2 cited

Understanding MCMC Dynamics as Flows on the Wasserstein Space

Chang Liu, Jingwei Zhuo, Jun Zhu

It is known that the Langevin dynamics used in MCMC is the gradient flow of the KL divergence on the Wasserstein space, which helps convergence analysis and inspires recent particl…

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