The Grainger College of Engineering
Electrical & Computer Engineering

Huan Zhang

Huan Zhang
Huan Zhang he/him/his
Assistant Professor
262 Coordinated Science Lab

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Education

  • Ph.D. in Computer Science, University of California Los Angeles, 2020
  • M.S. in Computer Engineering, University of California Davis, 2014
  • Bachelor of Engineering, Zhejiang University, 2012

Academic Positions

  • Assistant Professor, Department of Electrical and Computer Engineering
  • Assistant Professor (Affiliate), Department of Computer Science
  • Assistant Professor (Affiliate), Coordinated Science Laboratory

Research Interests

  • Trustworthy Machine Learning
  • Formal Verification of Machine Learning
  • AI Safety, Robustness, and Reliability

Research Areas

  • Formal methods and software verification
  • Machine learning
  • Machine learning and pattern recognition

Research Topics

Honors

  • Winner of International Verification of Neural Networks Competition (VNN-COMP) (leader of the team), 2021, 2022, 2023
  • Schmidt Futures AI2050 Early Career Fellowship

Recent Courses Taught

  • ECE 120 - Introduction to Computing
  • ECE 584 (CS 584) - Embedded System Verification
  • ECE 598 HZ - Adv Topics in Machine Learning