Ph.D. Student
School of Mathematics
Georgia Institute of Technology
686 Cherry Street NW
Atlanta, GA 30332-0160
Office: Skiles 166 Email : yhe306@gatech.edu Academic advisor: Prof. Sung Ha Kang
Education
B.A., Mathematical Statistics, June 2014, Chongqing University, Chongqing, China
M.A., Statistics, Feb 2016, Columbia University, New York, USA
Ph.D., Mathematics, Aug 2016 - Current, Georgia Institute of Technology, Georgia, USA
Research Interests
I am interested in mathematical modeling for real-life problems.
Mathematical approaches to image processing: image denoising, segmentation, color image processing, surface reconstruction, pattern analysis, etc.
Machine learning theory and data analysis: differential equation reconstruction, model selection, statistical test, natural language processing etc.
Mathematical biology: immune system modeling, cell expansion modeling, etc.
Variational analysis, stochastic analysis, numerical analysis, differential geometry, and geometrical color theory.
Linguistics.
Papers
He Y., Adaptive-world Underwater Image Color Correction. In Preparation.
He Y., Kang S.H., Liu H., Curvature Regularized Surface Reconstruction from Point Cloud. In Preparation.
Ide B., He Y., Kang S.H., Anita R., Zarnitsyna V., A Delay Differential Equation Model for the Germinal Center Reaction. In Preparation.
He Y., Huska M., Kang S.H., Liu H., Fast Algorithms for Surface Reconstruction from Point Cloud. In Proceedings of International
Workshop On Image Processing and Inverse Problems. 2019. (submitted)
He Y., Kang S.H. Lattice Metric Space Application to Grain Defect Detection. In Proceedings of Seventh International Conference on Scale Space and Variational Methods in Computer Vision. 2019.
He Y., Kang S.H. Lattice Identification and Separation: Theory and Algorithm. arXiv:1901.02520. (submitted, and 1st round review finished)
Maleki A, Swan RT, Silpa-Archa S, Preble JM, He Y, Foster CS. Short-wavelength automated perimetry parameters at baseline and following remission in patients with birdshot retinochoroidopathy. American Journal of Ophthalmology. 2016;163:83. e6-92.e6.
Projects in Progress
(with Kang S.H., Liao W., Liu H., and Liu Y.) Robust PDE reconstruction from noisy data.
(with Kang S.H., Huo X. (ISYE, Gatech), and Mei Y. (ISYE, Gatech)) Statistical analysis on differential equation reconstruction from data.
Conferences and Workshops
Seventh International Conference on Scale Space and Variational Methods in Computer Vision. Hofgeismar, Germany. July 2019. (Poster)
2019 Georgia Scientific Computing Symposium, Georgia Institute of Technology, Atlanta, GA, USA. February 2019. (Poster)
Winter school on "The Mathematics of Imaging". Institut Henri Poincaré, Centre International de Rencontres Mathématiques, Marseille, France. 7-11 January 2019.