Xiaoyu Wang  

(read as "shall you" in English)

Ph.D. Student

Biological System Engineering
University of Wisconsin-Madison

Email: xwang2696@wisc.edu


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About Me

I am a Ph.D. student (2023.1-) at the Biological System Engineering of University of Wisconsin-Madison advised by Prof. Zhou Zhang. I am also advised by Dr Zhengwei Yang and Dr Qunying Huang. 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 research interests include Remote sensing, Yield prediction, and Knowledge-guided machine 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

    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

Journal

Learning county from pixels: Corn yield prediction with attention-weighted multiple instance learning
Xiaoyu Wang, Yuchi Ma, Qunying Huang, Zhengwei Yang, Zhou Zhang
International Journal of Remote Sensing (IJRS), 2025
pdf

Conferences

Knowledge-guided machine learning model with soil moisture for corn yield prediction under drought conditions
Zhengwei Yang, Xiaoyu Wang, Jingyi Huang, Zhou Zhang
IGARSS 2024-2025 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2025
pdf
County Level Crop Yield Prediction Using Smap Derived Data Products and Deep Learning Model
Zhengwei Yang, Xiaoyu Wang, Jingyi Huang, Zhou Zhang
IGARSS 2023-2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024
pdf
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

Knowledge-guided machine learning model with soil moisture for corn yield prediction under drought conditions
Xiaoyu Wang, Yijia Xu, Jingyi Huang, Zhengwei Yang, Zhou Zhang
Submitted to
pdf

Grants

Awards & Honors

Professional Services

Journal Reviewer

Conference Reviewer

Teaching experiences

Talks

Presentation

Former advisees


Hobby