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Home/Authors/Haihan Zhang

Haihan Zhang

1 indexed paper

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Publications per year

1
26

Top categories

ML×1AI×1

Frequent co-authors

Wendao Wu1×
Fangqing Zhang1×
Cong Fang1×

Research Timeline

2026
What Makes a Strong Model? A Unified Spectral Analysis of Knowledge Transfer over High-dimensional Linear Regression

This paper develops a unified spectral analysis framework to explain how knowledge transfer (KT) works across different machine learning regimes, such as Knowledge Distillation and Weak-to-Strong generalization.

Highlighted terms show continued research focus across papers

Papers

cs.LGcs.AIRecentMay 31, 2026

What Makes a Strong Model? A Unified Spectral Analysis of Knowledge Transfer over High-dimensional Linear Regression

Wendao Wu, Fangqing Zhang, Haihan Zhang, Cong Fang

This paper develops a unified spectral analysis framework to explain how knowledge transfer (KT) works across different machine learning regimes, such as Knowledge Distillation and Weak-to-Strong gene…

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