Yuan Xue

Assistant Professor @ Ohio State

Office: 340D Lincoln Tower, 1800 Cannon Drive, Columbus
Email: yuan.xue@osumc.edu


Welcome to My Academic World

I currently serveas an Assistant Professor in the Department of Biomedical Informatics at the Ohio State University. Prior to joining OSU, I was a Postdoctoral Research Fellow at Johns Hopkins University, working with William B. Kouwenhoven Prof. Jerry Prince. I received my Ph.D. in Information Sciences and Technology at the Pennsylvania State University, University Park, under the guidance of Prof. Sharon Xiaolei Huang. I hold an M.S. in Computer Science from Lehigh University in 2018 and obtained a B.E. in Electronic and Information Engineering from Huazhong University of Science and Technology, China in 2015.

HIRING!!: Multiple Ph.D. positions and one Postdoc with full financial support are available in my lab. I also welcome Research Assistants and interns, offering financial support to exceptional candidates. Details can be found here.

My research primarily focuses on computer vision and deep learning, particularly in biomedical image analysis using generative models and data‑efficient learning. My recent interests are are evolving towards foundation models and multi-modal learning. I’m driven by a passion to leverage deep learning for groundbreaking developments in diverse fields via interdisciplinary research. In the field of digital health and medical image computing, I see AI as a transformative force, capable of redefining clinical and scientific medicine. My future goal is to pioneer AI research in clinical medicine, exploring new frontiers in diagnosis and prognosis with methods previously unexplored.

I’m always open to discussing research and potential collaborations, so please don’t hesitate to drop me an email if you are interested.

Recent News

Oct 2023

One paper on 3D video motion transfer is accepted at WACV 2024.

Aug 2023

Serve as a guest editor for the special issue Learning with Imperfect Data for Medical Image Analysis of the Computerized Medical Imaging and Graphics journal. Submissions welcomed!

Jul 2023

Offically join The Ohio State University as a tenure-track assistant professor. Excited to start a new journey!

May 2023

One paper on unlabeled pretraining for foundation generative model is early accepted at MICCAI 2023. See you in Vancouver!

Jan 2023

Four papers accepted at ISBI 2023.