Scholar
Huang, Jian
Google Scholar ID: VKYAVUMAAAAJ
Departments of Data Science and AI, and Applied Mathematics, The Hong Kong Polytechnic University
Citations & Impact
Citations
7,725
H-index
42
i10-index
113
Publications
20
Co-authors
25
list available
Contact
No contact links provided.
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- He has published widely in the fields of Statistics, Biostatistics, Machine Learning, Bioinformatics, and Econometrics. He was designated a highly cited researcher in the field of Mathematics from 2015 to 2019 by the Web of Science group at Clarivate.
Research Experience
- He is currently a Chair Professor of Data Science and Analytics in the Department of Applied Mathematics at The Hong Kong Polytechnic University (joint appointment with DSAI).
Education
- He obtained his Ph.D. degree in Statistics from the University of Washington in Seattle.
Background
- His research interests include semiparametric inference, nonparametric statistics, high-dimensional statistics, large sample theory, computational statistics, integrative analysis, survival analysis, statistical genetics, and bioinformatics. His more recent research interests include deep generative models and inference, statistical inference in deep learning, deep neural network approximation theory, representation learning for more efficient inference, and statistical analysis leveraging pretrained large models.
