Zhenhua Lin
Scholar

Zhenhua Lin

Google Scholar ID: s1FrOMwAAAAJ
National University of Singapore
Functional data analysisHigh-dimensional data analysisnon-Euclidean data analysis
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Citations & Impact
All-time
Citations
931
 
H-index
17
 
i10-index
20
 
Publications
20
 
Co-authors
0
 
Publications
6 items
Neural Wasserstein Two-Sample Tests
2026
Cited
0
Multi-transport Distributional Regression
2026
Cited
0
Towards an Asymptotic Efficiency Theory on Regular Parameter Manifolds
2025
Cited
0
Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach
2025
Cited
0
Fairness-aware Bayes optimal functional classification
2025
Cited
0
Testing high-dimensional mediation effect with arbitrary exposure–mediator coefficients
Test (Madrid) · 2023
Cited
3
Resume
Academic Achievements
  • - Associate Editor, Bernoulli, 2022-2024
  • - Associate Editor, Statistics, 2023-present
  • - Young Researchers Committee, Bernoulli Society, 2020-2024
Research Experience
  • - Associate Professor, Department of Statistics and Data Science, National University of Singapore, 2025-present
  • - Presidential Young Professor, Department of Statistics and Data Science, National University of Singapore, 2019-present
  • - Affiliated Faculty, Institute of Data Science, National University of Singapore, 2021-present
Education
  • Ph.D. from the University of Toronto (Advisor: Fang Yao), 2017; M.Sc. from Simon Fraser University, 2013 and 2010; B.Sc. from Fudan University, 2008.
Background
  • Research interests include functional data analysis, non-Euclidean data analysis, high-dimensional data analysis, and statistics under non-statistical constraints.