Scholar

Roy He

Google Scholar ID: FtMOakMAAAAJ

City University of Hong Kong

Applied mathematicsimage processingnumerical analysisdeep learning theory

Citations & Impact

All-time

Citations

218

H-index

i10-index

Publications

Co-authors

list available

Contact

Publications

1 items

2025

Cited

Resume (English only)

Academic Achievements

2022: 'GT Sigma Xi Best PhD Thesis Award', Georgia Institute of Technology
2021: 'International Postdoctoral Exchange Fellowship', Office of China Postdoc Council
2020: 'Larry O'Hara Fellowship', Georgia Institute of Technology
2020: 'Chateaubriand Fellowship', Embassy of France in the United States
Published multiple papers in journals including SIAM Journal on Imaging Sciences, Nature Communications, Foundations of Computational Mathematics, and Journal of Computational Physics

Background

Research interests include variational and statistical image processing (segmentation, decomposition, reconstruction, color enhancement, etc.)
Data-driven modeling (PDE identification)
Mathematical computer graphics (image vectorization)
Numerical PDEs and optimization
Deep learning theory and applications in computer vision

Co-authors

13 total