Math @ Duke

Xiuyuan Cheng, Assistant Professor
As an applied analyst, I develop theoretical and computational techniques to solve problems in highdimensional statistics, signal processing and machine learning.  Contact Info:
Teaching (Fall 2018):
 MATH 631.01, REAL ANALYSIS
Synopsis
 Gross Hall 318, MWF 03:20 PM04:10 PM
 MATH 79090.06, MINICOURSE IN ADVANCED TOPICS
Synopsis
 Gross Hall 318, MW 04:40 PM05:55 PM
Teaching (Spring 2019):
 MATH 532.01, BASIC ANALYSIS II
Synopsis
 Physics 205, MW 03:05 PM04:20 PM
 Education:
Ph.D.  Princeton University  2013 
 Recent Publications
(More Publications)
 Lu, J; Lu, Y; Wang, X; Li, X; Linderman, GC; Wu, C; Cheng, X; Mu, L; Zhang, H; Liu, J; Su, M; Zhao, H; Spatz, ES; Spertus, JA; Masoudi, FA; Krumholz, HM; Jiang, L, Prevalence, awareness, treatment, and control of hypertension in China: data from 1·7 million adults in a populationbased screening study (China PEACE Million Persons Project),
Lancet (London, England), vol. 390 no. 10112
(December, 2017),
pp. 25492558 [doi]
 Cheng, X; Mishne, G; Steinerberger, S, The geometry of nodal sets and outlier detection,
Journal of Number Theory
(October, 2017) [doi]
 Pragier, G; Greenberg, I; Cheng, X; Shkolnisky, Y, A Graph Partitioning Approach to Simultaneous Angular Reconstitution, vol. 2 no. 3
(September, 2016),
pp. 323334 [doi]
 Zhang, T; Cheng, X; Singer, A, Marčenko–Pastur law for Tyler’s Mestimator,
Journal of Multivariate Analysis, vol. 149
(July, 2016),
pp. 114123 [doi]
 Cheng, X; Shaham, U; Dror, O; Jaffe, A; Nadler, B; Chang, J; Kluger, Y, A Deep Learning Approach to Unsupervised Ensemble Learning,
Proceedings of The 33rd International Conference on Machine Learning, vol. 48
(June, 2016),
pp. 3039, PMLR
 Recent Grant Support
 CDS&E: Structureaware Representation Learning using Deep Networks, National Science Foundation, DMSNSF182082701, 2018/072021/06.
 Collaborative Research: Geometric Analysis and Computation of Generative Models, National Science Foundation, DMS1818945, 2018/072021/06.


dept@math.duke.edu
ph: 919.660.2800
fax: 919.660.2821
 
Mathematics Department
Duke University, Box 90320
Durham, NC 277080320

