Morningside Gold Medal for Applied Mathematics, 2007
The 2000 COPSS Presidents' Award
2018
Noether Senior Scholar Award, American Statistical Association
2016
Fellow, Society for Financial Econometrics
2014
Guy Medal in Silver, Royal Statistical Society
2013
Pao-Lu Hsu Prize, International Chinese Statistical Association
2012
Academician (elected), Academia Sinica
2011
Medallion Lecturer, Institute of Mathematical Statistics
2010
Fields Institute Distinguished Lecturer in Statistical Science
2009
Guggenheim Fellow
2008–2010
President, International Chinese Statistical Association (President-elect, 08: President, 09; Past-president, 10)
2008
Laplace Lecturer, the 7th World Congress on Probability and Statistics
Distinguished Achievement Award, International Chinese Statistical Association
2007
Morningside Gold Medal for Applied Mathematics: to outstanding mathematicians of Chinese decent under age 45, honored once every 3 years, International Congress for Chinese Mathematicians.
2006–2009
President, Institute of Mathematical Statistics (06-07: President-elect; 07-08: President; 08-09: Past-president)
2006
Humboldt Research Awards, Alexander von Humboldt Foundation
International Congress of Mathematicians, Invited speaker (45 min)
Myrto Lefkopoulou Distinguished Lecturer, Harvard School of Public Health
2002
Vice Chancellor's Exemplary Teaching Award, Gold medal, Chinese University of Hong Kong
1991–2001
Top 10 most-cited mathematical scientists (Science Watch)
The 2000 COPSS Presidents' Award, Committee Of Presidents of Statistical Societies (COPSS), to an outstanding statistician under age 40 (American Statistical Association, International Biometric Society --- Eastern North American Region and Western North American Region Institute of Mathematical Statistics and Statistical Society of Canada)
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Before 2000
Fellow, American Association for Advancement of Science.
Fellow, Institute of Mathematical Statistics.
Fellow, American Statistical Association.
Elected Member, International Statistical Institute
Hettleman Prize for Artistic and Scholarly Achievement, 1996, University of North Carolina.
NSF Postdoctoral Fellowship, 1993-96.
Evelyn Fix Memorial Medal, University of California at Berkeley, 1989.