Xiaoyu Wang  

(read as "shall you won" in English)

Ph.D. Student

Biological System Engineering
University of Wisconsin-Madison

Email: xwang2696@wisc.edu


Github      Blog     



About Me

I am a Ph.D. student (2023-) at the Biological System Engineering of University of Wisconsin-Madison advised by Prof. Zhou Zhang. Prior to Ph.D. study, I received my Bachelor's degree (2017-2021) at the Xi'an Jiaotong University where I was advised by Prof. Jinsong Han and Jinjun Wang.

My current and previous research interests include Remote sensing(yield prediction), Audio(speech separation), Robotics(sensor calibration and fusion), Computer vision(semantic segmentation) and Security in deep learning(adversarial example, GAN and federated learning).

Education

    Ph.D University of Wisconsin-Madison, Biological System Engineering, 2023.1 ~

    B.S. Xi'an Jiaotong University, Computer Science and Technology, 2017 ~ 2021

Experience

    Google Earthe Engine, 2023, mentored by Justin Braaten
            Google Summer of Earth, contribute to GEE python bindings

    Microsoft Research Asia, Media Computing Group, 2021.4 ~ 2022.4, supervised by Xiangyu Kong and Xiulian Peng
            Intership, research on audio front-end processing

    Sensetime , Autonomous driving Group, 2020.9 ~ 2021.3, supervised by Tao Ma and Yikang Li
            Intership, working on autonomous driving

    Nanyang Technological University , 2020.9 ~ 2021.3, supervised by Tao Bai and Jun Zhao
            Intership, research on federated learning and adversarial learning, one paper accepted by SciSec

    INNNO , 2019.9 ~ 2020.2
            Intership, working on semantic segmentation project

    Xi'an Jiaotong University , 2018 ~ 2020, supervised by Jinsong Han and Jinjun Wang
            Research Assistant, research on GAN, federated learning and privacy project 1 project 2

Publications

Conferences

Multi-modal multi-correlation learning for audio-visual speech separation
Xiaoyu Wang, Xiangyu Kong, Xiulian Peng, Yan Lu
Conference of the International Speech Communication Association (Interspeech), 2022
pdf slides talk poster
A data-free approach for targeted universal adversarial perturbation
Xiaoyu Wang, Tao Bai, Jun Zhao
International Conference on Science of Cyber Security (SciSec), 2021
pdf

Preprint

Journals

Learning county from pixels: Corn yield prediction with attention-weighted multiple instance learning
Xiaoyu Wang, Yuchi Ma, Qunying Huang, Zhengwei Yang, Zhou Zhang
Submitted to ISPRS
pdf

Awards & Honors

Honors