Xu Huan's Homepage
Xu HuanAssistant Professor,
Department of Mechanical Engineering,
and Department of Mathematics (by courtesy),
National University of Singapore Office Room: E2-05-13
Department of Mechanical Enginnering
National University of Singapore
9 Engineering Drive 1, Singapore 117575
Tel: (65) 6516 4094
E-mail: mpexuh [AT] nus [DOT] edu [DOT] sg
I graduated from Shanghai Jiaotong University with a Bachelor's degree in Automation in 1997, and got my Master's degree in ECE from National University of Singapore in 2005. I was fortunate enough to obtain my Ph. D. degree in ECE from McGill University under the supervision of Shie Mannor, in 2009. I then spent two wonderful years in the WNCG group of UT-Austin, as a postdoctral research fellow working with Constantine Caramanis. I have been with the Department of Mechanical Engineering of NUS since 2011. Prior to starting my Ph.D sutdy, I have worked in Panasonic, HP and Oracle for almost six years.
My current research interest focus on learning and decision-making in large-scale complex systems. Specifically, I am interested in machine learning, high-dimensional statistics, robust and adaptable optimization, robust sequential decision making, and applications to large-scale systems. I am currently an associate editor of IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) and Computational Management Science.
P.S. Xu is my family name, which is pronounced as [ʃuː].
Publications (including preprints and Matlab codes)
Jiashi has successfully defended his thesis, and is now officially Dr. Feng. Congratulations!! He will join the research group of Prof. Trevor Darrell at UC-Berkeley as a Postdoc research fellow.
Appointed as an associate editor of IEEE TPAMI and Computational Management Science.
Courtesy appointment with the Department of Mathematics, NUS.
Shiau Hong LIM - Postdoc Research Fellow.
Wenzhuo YANG - PhD Student.
Pengqian YU - PhD Student.
Chao QU - PhD Student.
Jie FU - PhD Student, co-advised with Prof. Chua Tat-Seng.
Yuxiang WANG - Research Engineer and Master student, 2011-2013. (Now a PhD student at CMU, Machine Learning Department)
Jiashi FENG - PhD, 2009-2014, co-advised with Prof. Shuicheng Yan. (Now a postdoc with Trevor Darrell at UC-Berkeley)
I am always on the look for motivated graduate students. Drop me an email if you are interested.