Welcome to Yao Lu's Homepage

Biography

I’m Yao Lu, a third-year Ph.D in Zhejiang University of Technology, China. My advisors are Xiaoniu Yang and Qi Xuan. My research interest are interpretable machine learning and efficient learning. I was graduated from Zhejiang University of Technology with a bachelor’s degree in electrical engineering and its automation on June, 2021. I am always open for academic collaboration. You can contact me through email yaolu.zjut@gmail.com.

Latest News

07/2022: One paper accepted by ECCV 2022
02/2023: One paper accepted by ICASSP 2023
05/2023: One papar accepted by TNNLS 2023

Experience

Research Intern in IS2 Lab @ Zhejiang University, supervised by Jingyi Wang.

Selected Publications

Conference

Understanding the Dynamics of DNNs Using Graph Modularity
Yao Lu, Wen Yang, Yunzhe Zhang, Zuohui Chen, Jinyin Chen, Qi Xuan, Zhen Wang, Xiaoniu Yang
European Conference on Computer Vision (ECCV), 2022
arXivcodeposter

SR-init: An Interpretable Layer Pruning Method
Hui Tang*, Yao Lu*, Qi Xuan
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023, Oral
arXivcode

Journal

RGP: Neural Network Pruning through Its Regular Graph Structure
Zhuangzhi Chen*, Jingyang Xiang*, Yao Lu, Qi Xuan, Zhen Wang, Guanrong Chen, Xiaoniu Yang
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Early Assesscode

Honors & Awards

On behalf of all graduate students, I delivered a speech at the school opening ceremony.