Ke Yin

Professors:Ke Yin

Name:Ke Yin
Title:Associate Professor
Variational methods for computer vision and imaging.Inverse Problems.Machine learning.
Educational background:
B.S., Mathematics
University of Science and Technology of China July 2008
Ph.D., Applied Mathematics
Georgia Institute of Technology, August 2013
Work experience:
Assistant Adjunct Professor (Postdoctoral Position)
Department of Mathematics, University of California Los Angeles July 2013 - June 2016
Associate Research Fellow / Associate Professor
Center for Mathematical Sciences, Huazhong University of Science and Technology July 2016 - current
Research fields:
Numerical analysis and imaging science.
Scientific achievements:
1. Shui-Nee Chow, Ke Yin, Hao-Min Zhou and Ali Behrooz, Solving Inverse Source Problems by the Orthogonal Solution and Kernel Correction Algorithm (OSKCA) with Applications in Fluorescence Tomography, Inverse Problems and Imaging, Pages: 79 - 102, Volume 8, Issue 1, February 2014 DOI: 10.3934/ipi.2014.8.79
2. Omer Faruk Tekin, Ke Yin, Farzin Barekat, Spectral Results for Perturbed Variational Eigenvalue Problems and Their Applications to Compressed PDEs, Communications in Mathematical Sciences, Volume 14, Number 3, 2016
3. Ke Yin and Xue-Cheng Tai, An Effective Region Force for Some Variational Models for Learning and Clustering, Journal of Scientific Computing, accepted, online first, 2017
4. Ke Wei, Ke Yin, Xue-Cheng Tai and Tony F. Chan, New region force for variational models in image segmentation and high dimensional data clustering, Annal of Mathematical Sciences and Applications, accepted, 2017
5. Ke Yin, Stanley Osher, On the completeness of the compressed modes in the eigenspace, DTIC documents, 2013.
6. F. Barekat, R. Lai, K. Yin, S. Osher, R. Caflisch, V. Ozolins. Projection to the Set of Shift Orthogonal Functions, submitted, arXiv preprint arXiv:arXiv:1402.5158, 2014.
7. F. Barekat, K. Yin, R. Caflisch, S. Osher, R. Lai, V. Ozolins. Compressed Wannier modes found from an L1 regularized energy functional, submitted, arXiv preprint arXiv:1403.6883, 2014.
8. M. Horning, M. Lin, S. Srinivasan, S. Zou, M. Haberland, K. Yin, A.L. Bertozzi, Compressed Sensing Environmental Mapping by an Autonomous Robot, in Proceedings of Second International Workshop on Robotic Sensor Networks, Seattle, Washington, April 2015.
9. J.Chen, K. Yin, Y. Xia, V.Ozolins, S. Osher, R. Caflisch, Finding Symmetry-adapted Wannier Functions from L1 Sparse Optimization, Bulletin of the American Physical Society APS March Meeting 2015, Volume 60, Number 1.