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Shangyuan Liu

4 papers hereh-index 12 citations6 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • eess.SP2
  • math.OC1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20232026
collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2026

Primal-Dual Methods for Nonsmooth Nonconvex Optimization with Orthogonality Constraints

Linglingzhi Zhu, Wentao Ding, Shangyuan Liu +1

Recent advancements in data science have significantly elevated the importance of orthogonally constrained optimization problems. The Riemannian approach has become a popular techn…

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