Junze He

Junze He 何俊泽

I am a first-year PhD student in the Department of Computer Science at City University of Hong Kong, supervised by Prof. Ziye Ma.

Before joining CityU, I received my B.E. in Statistics from Central South University.

My research interests include machine learning, optimization, and deep learning.

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Education

2026.09-

PhD in Computer Science

City University of Hong Kong

Supervised by Prof. Ziye Ma
2022.09-2026.06

B.E. in Statistics

Central South University

School of Mathematics and Statistics

Research Interests

  • Machine Learning
  • Optimization
  • Deep Learning

News

I have accepted the PhD offer from the Department of Computer Science, CityUHK.

My personal website has been launched. A good start.

Publications

Understanding the Weight Averaging Mechanism in LLM Training for Post-Training Quantization

Hanzhang Wang, Tianqi Shen, Zonglin Liu, Junze He, Difan Zou, Ziye Ma

Preprint

arXiv

Escaping Local Minima Provably in Non-convex Matrix Sensing: A Deterministic Framework via Simulated Lifting

Tianqi Shen, Jinji Yang, Junze He, Kunhan Gao, Zeyu Zheng, Ziye Ma

Preprint

arXiv