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Page Revision: 2012/02/04 13:32

Yang Yu (Y. Yu) Can be pronounced as "young you" Ph.D., Assistant Researcher LAMDA Group, Department of Computer Science, Nanjing University Office: 919, Computer Science Building, Xianlin Campus email: yuy@nju.edu.cn (alternatives: yuy@lamda.nju.edu.cn, eyounx@gmail.com)

I received my Ph.D. degree in Computer Science from Nanjing University in 2011 (supervisor Prof. Zhi-Hua Zhou), and then joined the Department of Computer Science and Technology of Nanjing University as an assistant researcher in 2011.

I am interested in artificial intelligence, particularly, machine learning, evolutionary computation and robotics. I have published papers in international conferences (e.g. IJCAI) and journals (e.g. Artificial Intelligence), and won several awards such as Grand Champion (with other LAMDA members) of PAKDD'06 Data Mining Competition, the best paper award of PAKDD'08, the best theory paper award of GECCO'11 and China Computer Federation Excellent Doctoral Dissertation Award in 2011.

(Detailed CV)

Research

I am interested artificial intelligence including subfields of machine learning, evolutionary computation and robotics, especially,

• ensemble learning (my related publications)
• theoretical foundation of evolutionary algorithms (my related publications)
• learning for robotics (my related publications)

Selected work: (full publication list)

• On the approximation ability of evolutionary optimization with application to minimum set cover (PDF) (CORR abs/1011.4028)
  Yang Yu, Xin Yao, and Zhi-Hua Zhou
  Artificial Intelligence, 2012, in press.
• Diversity Regularized Machine (PDF) (abstract+bibtex)
  Yang Yu, Yu-Feng Li, and Zhi-Hua Zhou
  In: Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI'11), Barcelona, Spain, 2011, pp. 1603-1608.
• Towards Analyzing Crossover Operators in Evolutionary Search via General Markov Chain Switching Theorem (PDF) (CORR abs/1111.0907)
  Yang Yu, Chao Qian, and Zhi-Hua Zhou
  Technical Report, 2011.
  • Preliminary conference paper: Towards analyzing recombination operators in evolutionary search (PDF) (abstract+bibtex)
    Yang Yu, Chao Qian, and Zhi-Hua Zhou
    In: Proceedings of the 11th International Conference on Parallel Problem Solving from Nature (PPSN'10) Part I, Krakow, Poland, 2010, pp.144-153.
• A new approach to estimating the expected first hitting time of evolutionary algorithms (PDF)(abstract+bibtex)
  Yang Yu and Zhi-Hua Zhou
  Artificial Intelligence, 172(15):1809-1832, 2008.
• A framework for modeling positive class expansion with single snapshot (PDF)(slides)(code&data)
  Yang Yu and Zhi-Hua Zhou
  Knowledge and Information Systems, 25(2):211-227, 2010.

(My Goolge Scholar Citations)

Recent Professional Activities

• Invited Speaker: ICONIP'2011 Workshop on Recent Advances in Nature Inspired Computation and Its Applications, Nov. 2011, Hangzhou, China
• Invited Speaker: IWNICA'11 (The 2011 International Workshop on Nature Inspired Computation and Applications, April 2011, Hefei, China):

Teaching Asistant

• Introduction to Data Mining. (for undergraduate students. Spring, 2012) Teaching Assistant Page
  
• Data mining. (for graduate students. Fall, 2007) Teaching Assistant Page
  
• Algorithm Design and Analysis. (for undergraduate students. Fall, 2005)

Mail: National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210046, China

The end