Yuguang Yao
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About me
I am a third-year PhD student advised by Prof. Sijia Liu in Computer Science and Engineering, Michigan State University since 2021.
I did three-year research with Prof. Zhichao Cao and Prof. Yunhao Liu in Software Department, Tsinghua University and Computer Science and Engineering, Michigan State University from 2018 to 2020.
I did my bachelor's degree advised by Prof. Hong Wang from Automation Department, Tsinghua University from 2014 to 2018.
I spent 6 years in Taiyuan NO.5 Middle School from 2008 to 2014.
Selected Publications
Yuguang Yao*, Yihua Zhang*, Parikshit Ram, Pu Zhao, Tianlong Chen, Mingyi Hong, Yanzhi Wang, Sijia Liu, "Advancing Model Pruning via Bi-level Optimization", NeurIPS’22. [link]
Yuguang Yao*, Yifan Gong*, Yize Li, Yimeng Zhang, Xiaoming Liu, Xue Lin, Sijia Liu, "Reverse Engineering of Imperceptible Adversarial Image Perturbations", ICLR’22. [link]
Research
Adversarial Machine Learning
Backdoor Attack and Defense
Neural Network Pruning
Bi-level Optimization
Parameter Efficient Fine Tuning
Teaching
CSE 102 Python Basics @ Spring 2021
CSE 231 Python Programming @ Spring 2021
CSE 232 C++ Programming @ Spring 2021
CSE 477 Web Application Development @ Spring 2021
CSE 480 Database Systems @ Fall 2020, Fall 2023
CSE 801 Big Data Analysis @ Spring 2023
Service
ICML’22, ICML’23 AdvML Frontiers Chair
Reviewers of NeurIPS, ICML, CVPR, ICASSP