Yufeng Liu, PhD

 

 

Yufeng Liu

Professor
Statistics and Operations Research

Professor
Biostatistics, Carolina Center for Genome Sciences

Curriculum Vitae
Yufeng Liu’s website

 

354 Hanes Hall
Campus Box 3260
Chapel Hill, NC 27599-3260
USA

T: 919-843-1899
F: 919-962-0391
yfliu@email.unc.edu


 

Education

2004 The Ohio State University PhD, Statistics
2001 The Ohio State University MS, Statistics
1999 Nankai University BS, Statistics

Research activities

High dimensional data analysis, machine learning, nonparametric statistics, bioinformatics, and cancer genomics.


Key publications

Liu, Y., Zhang, H. H., and Wu, Y. (2011) Soft or hard classification? Large margin unified machines. Journal of the American Statistical Association: vol.106, p.166-177.

Qiao, X. and Liu, Y. (2009) Adaptive weighted learning for unbalanced multicategory classification. Biometrics: vol.65, p.159-168.

Wang, J., Shen, X., and Liu, Y. (2008) Probability estimation for large margin classifiers. Biometrika: vol.95, p.149-167.

Li, Y., Liu, Y., and Zhu, J. (2007) Quantile regression in Reproducing Kernel Hilbert Spaces. Journal of the American Statistical Association: vol.102, p.255-268.

Liu, Y. and Shen, X. (2006) Multicategory psi-learning. Journal of the American Statistical Association: vol.101, p.500-509.