Jinze Zhao

PhD student · University of California, San Diego

jiz419@ucsd.edu Google Scholar GitHub LinkedIn

I’m a PhD student in the Department of Electrical and Computer Engineering at University of California, San Diego. Before joining UC San Diego, I received my master's and bachelor's degree in Electrical and Computer Engineering from University of Texas at Austin.

My research focuses on machine learning.

Publications

Sparse Mixture-of-Experts for Compositional Generalization: Empirical Evidence and Theoretical Foundations of Optimal Sparsity

Jinze Zhao, Peihao Wang, Junjie Yang, Ruisi Cai, Gaowen Liu, Jayanth Srinivasa, Ramana Kompella, Yingbin Liang, Zhangyang Wang

Conference on Parsimony and Learning (CPAL 2026)Oral

Paper

Meta ControlNet: Enhancing Task Adaptation via Meta Learning

Junjie Yang*, Jinze Zhao*, Peihao Wang, Zhangyang Wang, Yingbin Liang

Conference on Parsimony and Learning (CPAL 2025)

Paper Code

Generalization Error Analysis for Sparse Mixture-of-Experts: A Preliminary Study

Jinze Zhao, Peihao Wang, Zhangyang Wang

ICLR 2024 Workshop on Mathematical and Empirical Understanding of Foundation Models

Paper