Xin Guo, picture taken at Oberwolfach   

Xin Guo 郭昕

Office: TU825, Yip Kit Chuen Building
The Hong Kong Polytechnic University
Hung Hom, Hong Kong
Email: x.guo@polyu.edu.hk
xinguo.math@gmail.com
Tel: +852 3400 3751
Fax: +852 2362 9045

I am an Assistant Professor of the Department of Applied Mathematics, The Hong Kong Polytechnic University. I got my PhD degree from City University of Hong Kong in 2011, where I was working as a research fellow from Oct 2011 to Feb 2013. During Feb 2013 -- Aug 2014, I was working as a postdoctoral associate at Department of Statistical Science, Duke University. My research interests cover learning theory (kernel methods, stochastic gradient methods, support vector machine, pairwise learning, online learning, error analysis, sparsity analysis, and the implementation of algorithms), data science, and their applications to immunological bioinformatics, systems biology, and computational social science.

Publications

External Grants

Teaching

Data and Programming

I am a hobbyist programmer. I am in charge of the high-performance computing facilities (two 2-way and two 4-way servers) of the department.