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Tianzi Ma

3 papers hereh-index 3102 citations11 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.GT2
  • physics.optics1

identity via Semantic Scholar / OpenAlex

collaborators

3 papers

physics.optics2026

Collective Blinking of Upconversion Emission in Lanthanide-doped Nanocrystals

Tianzi Ma, Dingxin Huang, Yongjun Meng +6

Fluorescence blinking, often regarded as a limitation for stable emitters, can enable super-resolution localization microscopy and serve as a versatile reporter of the photophysica…

cs.GT2025

Efficient Last-Iterate Convergence in Regret Minimization via Adaptive Reward Transformation

Hang Ren, Yulin Wu, Shuhan Qi +4

Regret minimization is a powerful method for finding Nash equilibria in Normal-Form Games (NFGs) and Extensive-Form Games (EFGs), but it typically guarantees convergence only for t…

cs.GT2025

Last-Iterate Convergence in Adaptive Regret Minimization for Approximate Extensive-Form Perfect Equilibrium

Hang Ren, Xiaozhen Sun, Tianzi Ma +2

The Nash Equilibrium (NE) assumes rational play in imperfect-information Extensive-Form Games (EFGs) but fails to ensure optimal strategies for off-equilibrium branches of the game…

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