Hong Wang
Associate Professor, Ph.D. 

School of Life Science and Technology

Office: Room 3093, Hongsheng Building
Address: Innovation Harbor Campus, Xi'an Jiaotong University, Chang'an District, Xi'an, Shaanxi Province, China
Email: hongwang01@xjtu.edu.cn

Currently, I work in the field of medical image processing and analysis, including CT/PET/MRI/Endoscopy reconstruction, medical image diagnosis, and multimodal analysis. Specifically, I mainly investigate how to combine model-driven (domain knowledge-driven) method and data-driven deep learning techniques for effective and interpretable image processing. Recently, I focus on the following research topics:

• CT/PET/MRI/Endoscopy Reconstruction
• Deep Unfolding Image Restoration
• Bayesian Methods in Image Processing
• Foundation-model-driven Image Restoration
• Explainable Medical Analysis
• Machine Learning (Continual Learning, Federated learning, Multi-task Learning)

• Ph.D. in Mathematics and Statistics, Xi'an Jiaotong University, China (2021)
  Supervisor: Prof. Deyu Meng
• M.Sc. in Information and Electronic Engineering, Zhejiang University, China (2018)
  Supervisor: Prof. Zhaoyang Zhang

• B.S. in Communication and Information Engineering, Nanjing University of Posts and Telecommunications, China (2015)

• 9th China Association for Science and Technology (CAST) Young Talent Support Program Awardee

• Shaanxi Provincial Innovation Talent Awardee

• Young Top Talent of Xi'an Jiaotong University

• Tencent Annual Patent Gold Award, 2022

• Outstanding Doctoral Dissertation of Xi'an Jiaotong University, 2022

• National Scholarship for Doctoral Students, 2021

• National Scholarship for Master's Students, 2017

• Three-time Recipient of the National Scholarship for Undergraduate Students, 2012 / 2013 / 2014