معرفی
Dr Hongbo Xie is a Vice-Chancellor’s Senior Research Fellow/Lecturer at QUT and an Associate Investigator at ACEMS. He holds a PhD in Biomedical Engineering from Shanghai Jiao Tong University. His research focuses on statistical/Bayesian inference, machine learning, biomedical signal/image processing, and matrix/tensor analysis for signal recovery. With over 70 publications (as of 2022), his work spans IEEE journals, conference proceedings, and book chapters.
Education:
- PhD in Biomedical Engineering, Shanghai Jiao Tong University, China
Research Interests:
- Statistical and Bayesian methodologies for complex data
- Machine learning applications in biomedical signal processing
- Image recovery via matrix and tensor analysis
- Advanced signal processing for healthcare and engineering
Publications: His recent work includes EEG-based analysis of adolescent psychological distress, variational Bayesian models for movement control, and kernelized Bayesian matrix factorization. Articles frequently address biomedical signal/image processing, emphasizing robust algorithms for real-world applications.
Affiliations: School of Mathematical Sciences (QUT), ACEMS.
