Yuguang Yao

Tony 

PhD,
Computer Science and Engineering,
Michigan State University
E-mail: yaoyugua@msu.edu

About me

I am a PhD candidate under the supervision of Prof. Sijia Liu.
I received the B.S. degree in Automation from Tsinghua University in 2018.

Research

My research interests include

  • Adversarial Machine Learning

  • Neural Network Pruning

Selected Publications

  1. Yifan Gong*, Yuguang Yao*, Yize Li, Yimeng Zhang, Xiaoming Liu, Xue Lin, Sijia Liu, "Reverse Engineering of Imperceptible Adversarial Image Perturbations", ICLR’22.

  2. Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jinfeng Yi, Mingyi Hong, Shiyu Chang, Sijia Liu, " How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective", ICLR’22.

Teaching

  • CSE 477 Web Application Development

  • CSE 480 Database Systems