Xuelei HU    胡雪蕾
Associate Professor
B.E., M.Phil. (Nanjing Univ. of Sci & Tech.), Ph.D. (The Chinese Univ. of Hong Kong)
Address: School of Computer Science & Engineering Email : xlhu at njust.edu.cn
Nanjing University of Science & Technology Phone :+86-25-84303280 ext 720
Nanjing, 210094, China Fax : +86-25-84315960
Office : Rm. 720, Zong He Shi Yan Building Web: http://xueleihu.name 


Biography    Research    Publications    Projects    Teaching   

Biography

I am currently associate professor of Computer Science and Engineering at Nanjing University of Science and Technology, Nanjing, China. I received my B.E. (1999) in Computer Science and Engineering and M.Phil. (2001) in Pattern Recognition and Intelligence System with first-class honors from Nanjing University of Science & Technology, Nanjing, and Ph.D. (2006) in Computer Science and Engineering from the Chinese University of Hong Kong, Hong Kong. I joined the faculty of Nanjing University of Science and Technology as assistant professor in 2005 and accepted my present position in 2006. From Feb. 2009 to Feb. 2010 I worked as visiting post-doctoral fellow at the Robotics Institute of Carnegie Mellon University, Pittsburgh, USA.

Brief CV (pdf)     中文简历 (pdf)

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Research Interests

I have broad interests in machine learning, data mining, computer vision, neural networks, pattern recognition, and intelligent robotics. Currently, I am interested in the following machine learning topics and related application areas.

  • Statistical learning: active learning, online learning, and model selection and regularization.

  • Application areas: computer vision, robotic perception, personal service, social science, and bioinformatics.

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Selected Publications [ MORE ]

 
Querying Representative Points from a Pool based on Synthesized Queries
Xuelei Hu, Liantao Wang, and Bo Yuan
International Joint Conference on Neural Networks (IJCNN), 2012
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Combining Co-Training and Co-Testing for Interactive Image Segmentation
Liantao Wang, Xuelei Hu, and Jianfeng Lu
International Conference on Industrial Control and Electronics Engineering (ICICEE), 2012
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Active Learning with Boosting for Image based Obstacle Detection
Xuelei Hu and Yuanjian Wang
International Workshop on Image Analysis (IWIA), 2010
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Investigation on Sparse Kernel Density Estimator Via Harmony Data Smoothing Learning
Xuelei Hu and Jingyu Yang
International Symposium on Neural Networks (ISNN), 2007
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A Comparative Investigation on Subspace Dimension Determination
Xuelei Hu and Lei Xu
Neural Networks, 2004
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Projects

Principal investigator

  • "Active Learning and It’s Applications", Science and Technology Activities Grant for Returned Scholars, Ministry of Human Resources of China, Jan. 2011 - Dec. 2013.

  • "Active Learning for Mobile Robotic Perception", National Natural Science Foundation of China (NSFC), No. 60705020, Jan. 2008 - Dec. 2010.

  • "Active Learning for Robotic Perception", Natural Science Foundation of Jiangsu Province, No. BK2007594, July. 2007 - Dec. 2009.

  • "Network Intrusion Detection based on Machine Learning Techniques", "The Six Top Talents" of Jiangsu Province Grant, No. 07-E-015, Jan. 2008 - Dec. 2009.

  • "Automatic Dimension Reduction Methods", Scientific Research Foundation of Nanjing University of Science and Technology, Jan. 2007 - Dec. 2008.

  • "Investigation on Model Selection Methods in Machine Learning", Scientific Research Foundation for Returned Scholars of Nanjing University of Science and Technology, Jan. 2005 - Dec. 2007.

Investigator

  • "Research on Correlation Projection Analysis for Feature Extraction", National Natural Science Foundation of China (NSFC), No. 60773172, Jan. 2008 - Dec. 2010.

  • "Research on Heritage of Knowledge and Experience of Famous Herbalist Doctors", Key Projects in the National Science & Technology Pillar Program in the Eleventh Five-year Plan Period.

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Teaching

Supervision

Courses

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Last modified on 2013-03-13