郭心建

Xinjian Guo

M.Sc. Candidate


Member of MLA Group


School of Computer Science and Technology

Shandong University


Correspondence

Mail:  Xinjian Guo

Room 127, Building 3, School of Computer Science

and Technology, Shandong University, Shunhua

Road, Jinan 250101, P.R. China

Email: xinjianguo(at)mail(dot)sdu(dot)edu(dot)cn OR xinjianguo2008(at)gmail(dot)com

Tel:

MSNxinjianguo123(at)hotmail(dot)com

QQ:278573807

 

[Resume] [Supervisor] [Research] [Publication][Activities][Awards][Competitions][Some Links]


Resume


I received the B.Sc. degree from Qilu Software College, Shandong University in July 2007 . In the same year, I was admitted to study for the M.Sc. degree in School of Computer Science and Technology, Shandong University without entrance examination majored in computer application. I am a member of MLA group, which is led by Dr. and Prof. Yilong Yin. And I was student leader of the Machine Learning and Applications Group, which was a subgroup of PRIP before it was renamed as MLA in May 2009.


I visited LAMDA, Nanjing University as a visiting graduate student, which is led by Prof. Zhi-Hua Zhou from Sep. 2008 to Feb. 2009.

From July 2009 to March 2010, I worked at Media Communication Group, Microsoft Research Asia (MSRA) as an intern under the "Stars of Tomorrow" Program.

 

 

 

 

 

 

 

 

Supervisor

My supervisor is Prof. Yilong Yin, who has been elected as doctortal advisor of Shandong University since 2009.

Research

1. Master Student, Sep. 2007-present, School of Computer Science and Technology, Shandong University

Advisor: Prof. Yilong  YIN

I  am a member of MLA (Machine Learning and Application) group, which is led by  Prof. Yilong YIN. And I was  student 
leader of  Machine Learning and Applications Group. My  research interest includes Machine Learning, Pattern Recognition,
 Computer  Vision in theory, and CBIR (Content-Based Image Retrieval) and Biometrics in  application. Recently, I have 
been devoted to Semi-supervised learning, Ensemble  learning, Manifold Learning and difficult problems in learning, which  
make traditional learners to behave badly, such as Class Imbalance, Cost-sensitivity  and Small Disjuncts. Now I am  doing 
some projects on applications of machine learning to computer vision and  biometrics.
2. Research Assistant, Sep. 2008- Feb. 2009, LAMDA, Nanjing University
Advisor: Prof. Zhi-Hua ZHOU and Asis. Prof. Ming LI
As a  visiting graduate student of LAMDA which is lead by Prof. Zhi-Hua ZHOU, I did some  application work of semi-supervised 
learning and manifold learning to CBIR.

3. Intern, July 2009-March 2010, Multimedia Communication Group, MSRA

Mentor:  Researcher Jian-Guang LOU and Post Doctoral Researcher Qiang FU
In  MSRA, I work in the project of unstructured log analysis and mining through  machine learning techniques. Specifically, 
I mainly focus on log key extraction  and log pattern discovery from mass of unstructured log messages generated by large 
scale distributed  system.

Publication

  
  • Xinjian Guo, Yilong Yin Cailing Dong, Gongping Yang, Guangtong Zhou, On the Class Imbalance Problem, in Proceedings of the 4th International Conference on Natural Computation (ICNC'08),vol.4, pp.192-201, Oct.18-20,2008,Jinan,China.
  
  • Cailing Dong, Yilong Yin, Xinjian Guo, Gongping Yang, Guangtong Zhou. On Co-Training Style Algorithms. in Proceedings of The 4th International Conference on Natural Computation (ICNC'08), vol. 7, pp. 196 - 201, Oct. 18-20, 2008, Jinan, China.
  
  
  • Guang-Tong Zhou, Yilong Yin, Xinjian Guo, Cailing Dong and Qingyuan Wang, VOTCL and a Case Study of its Application, in Proceedings of the 4th International Conference on Natural Computation (ICNC'08), vol.2, pp.222-227, Oct. 18-20, 2008, Jinan, China.
  
  • Xinjian Guo, Yilong Yin and Zhichen Shi. Personalized Fingerprint Segmentation. to appear in Proceeding of 16th International Conference on Neural Information Processing (ICONIP09), LNCS vol.5863, Part I, pp.798-809, Bangkok, Thailand, December 1-5, 2009.
  
  • Xinjian Guo, Gongping Yang and Yilong Yin, Sensor Interoperability of Fingerprint Segmentation: an Empirical Study, in Proceedings of International Conference on Information Engineering and Computer Science(ICIECS2009),pp.530-533, Dec. 19-20,Wuhan, China.

Activities

I have taken part in PAKDD Competition 2007 and our team ranks 35 in more than 260 teams from all over the world. The rank 
lists can be found from the website http://lamda.nju.edu.cn/conf/pakdd07/dmc07/results.htm, and our team'ID is P060. 
I  presented at PAKDD (Pacific-Asia Knowledge Discovery and Data Mining) 2007, which held in Nanjing, China during 22-25 
May 2007, funded by my supervisor Yilong Yin, when I was a senior student. During the conference, I attended four keynote 
speeches, two workshops and  four tutorials presented by top researcheres in fields of KDD(Knowledge Discovery and Data mining) 
and ML(machine learning), which made me  feel so lucky and appreciated. 

I attended ICNC'08-FSKD'08 in Oct. 2008 in Jinan.

I attended MLA08 in Nov. 2008 in Nanjing. 

I attended MLA09 in Nov. 2009 in Nanjing.

Honors and Awards


Time

Honors and Awards During Undergraduate and Master Study

2003.11

Second Prize of National Awards

2004.09

Best Student of Shandong Prvince of "Sun in the Morning " Project

2004.11

First Prize of National Awards

2004.11

Scholarship and First Prize of Best Student of Shandong University

2005.03

Scholarship of TeleCommunication Corp. of Jinan City

2005.11

National Awards

2005.11

Scholarship and Third Prize of Best Student of Shandong University

2006.05

Best Communist Youth League Member of Shandong University

2006.05

Best Committee Chair of Mathematical Modeling Competition of Shandong University

2006.10

Honor and Scholarship of Best Student Officer of Shandong University

2006.10

Scholarship and Third Prize of Best Student of Shandong University

2008.11

Excellent Student Scholarship of Shandong University financed by AMD Corp.

2009.10

Excellent Student Scholarship of Shandong University financed by AMD Corp.

2010.01

Excellent Graduate Student in Shandong Province

2010.01

Excellent Graduate Student in Shandong University

Competitions

ACM SIGKDD Cup

ECML/PKDD Competition

PAKDD Competition

Some Links

Journals

JMLR(Journal of Machine Learning Research)

ML(Machine Learning)

 

PR(Pattern Recognition)

 

Conferences

ICML2008

 

ACM KDD08

ICPR2008

 

COLT2008

 

ICDM2008

 

PAKDD2008

 

ECML/PKDD2008

 

NISP2007

 
 

Associations

 

AAAI

 

IAPR

 

The International Machine Learning Society

 
 

Research Groups

 

CMU

 

University of Texas at Austin

 

Pattern Analysis & Learning Group

 

Saarland University

 

Statistical Horizons

 

LAMDA

 

Bigeye  Lab in THU

Machine Learning & Computational Intelligence Laboratory

 

NCKU,TaiWan, China

 
 
 

Internet resources

 

Various learning

 

UCI Machine Learning Repository

 

StatLib---Datasets Archive

Index of Machine Learning Courses

 

 

Learning Using Many Examples in NIPS 2007

[Flash Movie Session A] [Flash Movie Session B]

Theory and Applications of Boosting in NIPS 2007

[Flash Movie Session A] [Flash Movie Session B]

Advances in Neural Information Processing Systems in the last twenty years (all are free available)

WiKiCFP

 

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