Chair-Elect, the American Statistical Association’s Section on Statistical Learning and Data Mining: 2012
Program Co-Chair, Institute of Mathematical Statistics: 2009
Editorial board: Journal of Machine Learning Research, Journal of American Statistical Association, Annals of Statistics, Electric Journal of Statistics, Journal of Computational and Graphical Statistics, Statistics Survery , 2007 - present
Panel, the National Science Foundation: 2001 - present
Rates of convergence of posterior distributions: Shen, Xiaotong, L. Wasserman, The Annals of Statistics, 2001.
On psi-learning: Shen, Xiaotong, G., Tseng, Zhang, X., Wong, W.,, Journal of the American Statistical Association, 2003.
Optimal model assessment, selection and combination. Shen, Xiaotong, Huang, H. , Author, 2006.
Grouping pursuit through a regularization surface: Shen, Xiaotong, Huang, H.S., American Statistical Association, Journal of the American Statistical Association}, 105 727–739, 2010.