Xiaoyu Wang (pronounced "shaw yoo")

Ph.D. in Biological Systems Engineering, University of Wisconsin–Madison, 2023–Present

Minor in Computer Sciences; Advisor: Prof. Zhou Zhang

Graduate Study in Computing and Information Sciences, Rochester Institute of Technology, 2022–2023

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

Graduate Research Assistant, University of Wisconsin–Madison, Jan. 2023–Present

Supervised by Prof. Zhou Zhang.
Research on geospatial machine learning and crop-yield prediction. Developed and deployed a full-stack cyber-agricultural platform for publishing interactive county-level predictions ahead of USDA NASS releases. web tool code

Research Intern, Microsoft Research Asia, Media Computing Group, Apr. 2021–Apr. 2022

Supervised by Xiangyu Kong and Xiulian Peng.
Developed a multimodal multi-correlation framework for audio-visual speech separation using contrastive and adversarial learning; published a first-author paper at Interspeech 2022. paper slides talk

Research Intern, SenseTime, Autonomous Driving Group, Sep. 2020–Mar. 2021

Supervised by Guohang Yan and Tao Ma.
Implemented calibration workflows among LiDAR, radar, and camera sensors for OpenCalib, and trained a deep learning model for automated calibration-quality assessment. project

Remote Research Intern, Nanyang Technological University, Jun.–Sep. 2020

Supervised by Tao Bai and Jun Zhao.
Developed a data-free method for targeted universal adversarial perturbations and extended it to federated-learning settings; published a first-author paper at SciSec 2021. paper

Research Intern, INNNO, Jun. 2019–Feb. 2020

Built a remote-sensing change-detection pipeline for drone imagery using image alignment, synthetic change pairs, and semantic segmentation. code

Research Assistant, College of Artificial Intelligence, Xi'an Jiaotong University, Jan.–Sep. 2019

Supervised by Jinjun Wang.
Developed Distributed Generative Adversarial Net for privacy-aware, decentralized generative modeling and released the work as a first-author preprint. paper

Research Assistant, Xi'an Jiaotong University, Oct. 2017–2018

Supervised by Jinsong Han.
Conducted research on computer security and deep learning.