Xin Guo   

Xin Guo 郭昕

Office: Priestley Building (67), Room 447
School of Mathematics and Physics
The University of Queensland
Brisbane, QLD 4072, Australia
Email: xin.guo@uq.edu.au
xinguo.math@gmail.com
Tel: +61 7 3346 9728

I am a Senior Lecturer in Mathematical Data Science, at School of Mathematics and Physics, The University of Queensland. I obtained my BSc degree in Mathematics and Applied Mathematics, from Beijing Normal University in 2006. I obtained my MPhil and PhD degrees from City University of Hong Kong in 2008 and 2011 respectively, 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. Before joining UQ in Jan 2022, I worked as research assistant professor and assistant professor at the Department of Applied Mathematics, The Hong Kong Polytechnic University. My research interests cover statistical learning theory (kernel methods, stochastic gradient methods, support vector machine, pairwise learning, online learning, error analysis, sparsity analysis, and the implementation of algorithms), mathematical data science, and their applications to artificial intelligence, immunological bioinformatics, systems biology, and computational social science.

My ORCID is ORCID iD icon0000-0002-7465-9356, and my Google Scholar id is 32pRl-YAAAAJ.

Publications

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Teaching

[past teaching experiences in Hong Kong]