Jie Gui  桂杰(Chinese name)

Contact Information:

Institute of Intelligent Machines 
Chinese Academy of Sciences
P.O.Box.1130, Hefei, Anhui 230031, China

Email:

中文版 Brief Biography Research Interest Publications Awards Teaching Codes More about  me

Objective:

I am looking for a postdoc position.

 

Brief Biography

Currently I am an Assistant Research Fellow at ICL led by Professor De-Shuang Huang, my Ph. D. supervisor.

I received my B.Sc. degree in Computer Science from Department of Computer Science and TechnologyHohai University, China, in 2004 . In the same year, I was admitted to study for a M.Sc. degree in Anhui Institute of Optics and Fine Mechanics, Chinese Academy of Science without entrance examinationreceived my M.Sc. degree in Computer Applied technology in 2007. I received my Ph. D. degree in Pattern Recognition and Intelligent System from Department of AutomationUniversity of Science and Technology of China (USTC) in 2010.

 

Education

l  Doctor of pattern recognition and intelligent systems (09/2007-06/2010)

Department of automation

University of Science and Technology of China (USTC), Hefei, China

l  Master of computer applied technology (09/2004-07/2007)

Anhui Institute of Optics and Fine Mechanics, Chinese Academy of Science

l  Bachelor of computer science and technology (09/2000-07/2004)

     Department of computer science and technology

Hohai University, Nanjing, China

Selected as a candidate for M.E. waiving entrance exam

 

Research Interests:

My research interests include machine learning, pattern recognition, especially on

• Subspace learning, kernel methods, sparse learning

• Semi-supervised learning: Graph-based

• Applied mathematics: Numerical linear algebra

 

Applications

My favorite applications include face recognition, digit recognition, palmprint recognition, leaf recognition, text classification, bioinformatics, etc.

 

Publications:


 [Journal Article] [Conference Paper] [Under review]

Journal Article

l Jie Gui, Zhenan Sun, Wei Jia, Rongxiang Hu, Yingke Lei and Shuiwang Ji, " Discriminant Sparse Neighborhood Preserving Embedding for Face Recognition," Recognition recognition. (Accepted)

l  Jie Gui, Shu-Lin Wang, and Deshuang Huang, "Multi-step Dimensionality Reduction and Semi-Supervised Graph-Based Tumor Classification Using Gene Expression Data," Artificial Intelligence in Medicine, vol. 50, no.3, pp. 181-191, 2010 (SCI, EI).

l  Jie Gui, Wei Jia, Ling Zhu, Shuling Wang and Deshuang Huang, "Locality Preserving Discriminant Projections for Face and Palmprint Recognition," Neurocomputing, vol. 73, no.13-15, pp. 2696-2707, 2010 (SCI, EI).

l  Shulin Wang, Jie Gui, Xueling Li, "Factor analysis for cross-platform tumor classification based on gene expression profiles," Journal of Circuits, Systems, and Computers, vol.19, no.1, pp. 243-258, 2010 (joint first author) (SCI, EI).

l Zhuhong You, Ying-Ke Lei, Jie Gui, De-Shuang Huang, Xiaobo Zhou: "Using manifold embedding for assessing and predicting protein interactions from high-throughput experimental data," Bioinformatics, vol. 26, no.21, pp. 2744-2751, 2010 (SCI, EI).

l Shu-Lin Wang, Xueling Li, Shanwen Zhang, Jie Gui, and Deshuang Huang, "Tumor Classification by Combining PNN Classifier Ensemble with Neighborhood Rough Set Based Gene Reduction," Computer in biology and medicine, vol.40, no.2, pp.179-189, 2010 (SCI, EI).

l Lei Yang, Jun-Feng Xia, Jie Gui, and De-Shuang Huang, "Prediction of protein–protein interactions from protein sequence using local descriptors," Protein and Peptide Letters, vol.17, no.9, pp. 1085-1090, 2010 (SCI,EI)

Conference Paper

l  Wei JiaJie GuiRong-Xiang HuYing-Ke LeiXue-Yang Xiao, "Newborn Footprint Recognition Using Subspace Learning Methods," The 6th International Conference on Intelligent Computing (ICIC'10), LNCS 6215, Changsha, China, August 18-21, 2010, pp.447-453 (EI, ISTP).

l  Lei TangJie Gui, "Dual Unsupervised Discriminant Projection for Face Recognition," The 6th International Conference on Intelligent Computing (ICIC'10), LNCS 6215, Changsha, China, August 18-21, 2010, pp.467-473 (EI, ISTP).

l  Jian-Xun MiJie Gui, "A Method for ICA with Reference Signals," The 6th International Conference on Intelligent Computing (ICIC'10), LNCS 6216, Changsha, China, August 18-21, 2010, pp.156-162 (EI, ISTP).

l  Wei JiaRong-Xiang HuJie GuiYing-Ke Lei, "Newborn Footprint Recognition Using Band-Limited Phase-Only Correlation," The 2nd International Conference on Medical Biometrics (ICMB'10), LNCS 6165, Hong Kong, China, June 28-30, 2010, pp. 83-93 (EI, ISTP).

l  Jie Gui, Chao Wang, and Ling Zhu, "Locality preserving discriminant projections," The 5th International Conference on Intelligent Computing (ICIC'09), LNCS 5755, Ulsan, South Korea, September 16-19, 2009, pp.566-572 (EI, ISTP).

l  Jie Gui, De-Shuang Huang and Zhuhong You, "An improvement on learning with local and global consistency," The 19th International Conference on Pattern Recognition (ICPR'08), Tampa, USA, December 8-11, 2008, pp. 1-4 (EI, ISTP).

l  Zhuhong You, Shulin Wang, Jie Gui and Shanwen Zhang,"A hybrid gene selection method and its application on tumor classification," The 4th International Conference on Intelligent Computing (ICIC'08), LNCS 5227, Shanghai, China, September 15-18, 2008, pp.1055-1068 (EI, ISTP).

Under review

l  Jie Gui, De-Shuang. Huang, "A novel weight for graph-based semi-supervised learning," submitted to International Journal of Pattern Recognition and Artificial Intelligence (under review)

l  Jie Gui, Ling Zhu, Wei Jia and De-Shuang Huang, "Estimating regularization parameter for spectral regression discriminant analysis and its kernel version," submitted to IEEE Transactions on Neural Networks (under review)

 

 

Awards & Scholarships:

• Guanghua Outstanding Graduate Research Award 2009 (Top 5 %), USTC

• First-Class Excellent Student Scholarship (Top 5 %) 2005, HFCAS

• First-Class Excellent Student Scholarship (5/100) 2004, Hohai University

• First-Class Excellent Student Scholarship (3/100) 2003, Hohai University

• First-Class Excellent Student Scholarship (1/100) 2002, Hohai University

• First-Class Excellent Student Scholarship(4/100) 2001, Hohai University

 

Teaching experience

• 02/2008-07/2008 Teaching assistant of the course “Stochastic Process”

• 09/2008-02/2009 Teaching assistant of the course “Functions of Real Variable & Functional Analysis ”

This free website was made using Yola.

No HTML skills required. Build your website in minutes.

Go to www.yola.com and sign up today!

Make a free website with Yola