Yuan Xue, PhD

Assistant Professor



Areas of Expertise

  • Computer Vision
  • Medical Image Analysis
  • Data-Efficient Learning
  • Generative Models
  • Multi-Modal Learning
  • Graph Networks
  • Transformative AI


Dr. Yuan Xue, currently an Assistant Professor at The Ohio State University, specializes in the intersection of computer vision and deep learning, with a particular emphasis on biomedical image analysis with generative models and data-efficient learning. Dr. Xue obtained his PhD in Information Sciences and Technology from Pennsylvania State University in 2021. Prior to joining OSU, he was a postdoctoral researcher at Johns Hopkins University.

In his research, Dr. Xue is dedicated to integrating transformative AI technologies to foster innovations across various interdisciplinary fields. His recent work includes the development of domain-specific foundation models and advancements in multi-modal learning. In the realm of clinical medicine, Dr. Xue's research aims to revolutionize diagnostic and prognostic tools through cutting-edge AI. He has authored over 30 publications in prestigious venues within computer vision, artificial intelligence, and medical image analysis sectors.

Education and Training

Postdoc, Electrical and Computer Engineering, Johns Hopkins University

PhD, Information Sciences and Technology, The Pennsylvania State University

MS, Computer Science, Lehigh University

BS, Electronic and Information Engineering, Huazhong University of Science and Technology, China