Working & Education
2017 -- Present Professor, The School of Management, University of Science and Technology of China
2015 -- 2017 Associate Professor, The School of Management, University of Science and Technology of China
2010 -- 2015 Ph.D. in Applied Mathematics, University of Southern California
2006 -- 2010 B.S. in Mathematics and Applied Mathematics, University of Science and Technology of China
Research Interests
High-dimensional statistical inference, variable selection, classification and the related big data problems
Honors & Awards
Junior Faculty Career Award, Overseas Alumni Foundation, 2018
Forbes U30 (30 Under 30) China List, 2017
CAMS Prize for Excellence in Research, University of
Southern California, 2015
IMS Travel Award, Institute of Mathematical Statistics, 2014
Merit Fellowship, USC Dana and David Dornsife College of Letters, Arts and Sciences, 2012-2013
Representative Publications
Zheng, Z., Bahadori, M. T., Liu, Y. and Lv, J. (2019). Scalable interpretable multi-response regression via SEED. Journal of Machine Learning Research 20, 1-34.
Zheng, Z., Li, Y., Yu, C., Li, G. (2018). Balanced estimation for high-dimensional measurement error models. Computational Statistics & Data Analysis 126, 78-91.
Kong, Y., Zheng, Z. and Lv, J. (2016). The constrained Dantzig selector with enhanced consistency. Journal of Machine Learning Research 17(124), 1-22.
Fan, Y., Kong, Y., Li, D. and Zheng, Z. (2015). Innovated interaction screening for high-dimensional nonlinear classification. The Annals of Statistics 43, 1243-1272.
Zheng, Z., Fan, Y. and Lv, J. (2014). High-dimensional thresholded regression and shrinkage effect. Journal of the Royal Statistical Society Series B 76, 627-649.
Lv, J. and Zheng, Z. (2014). Discussion: A significance test for the Lasso. The Annals of Statistics 42, 493-500.
