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 of 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

Now I am working at Microsoft  Research Asia (MSRA) in Beijing as an intern.

I received the B.Sc. degree in July  2007 from Qilu  Software College of Shandong  University. In the same year, I was admitted to study for the M.Sc.
 degree, majored in computer application, in  School of Computer Science and Technology, Shandong University without entrance examination. 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 It's Application Group, which 
was a subgroup of PRIP before it was renamed as MLA in May 2009. 

I have visited LAMDA of  Nanjing University for half one year as a visiting graduate student, which is lead by Prof. Zhi-Hua Zhou.

 

 

 


 

 

 

Supervisor


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

Research

My research interests include Machine Learning, Pattern Recognition, Data Mining in theory, and Content-Based Image Retrieval and Biometrics 
in application. Recently, I have been devoted to Semi-supervised learning, Ensemble learning and difficult problems in learning, which make tranditional 
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 fingerprint and face recognitions.
  

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.
  • Xinjian Guo, Yilong Yin, Guangtong Zhou and Cailing Dong, Solving Cross-selling Problems with Ensemble Learning: A Case Study, in Proceedings of the First International Conference on Advanced Computer Theory and Engineering (ICACTE'08), pp.128-133, Dec.20-22,2008, Phuket,Thailand.
  • 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 and Yilong Yin. Personalized Fingerprint Segmentation. to appear in Proceeding of 16th International Conference on Neural Information Processing (ICONIP09), LNCS vol.***, pp.***-***, Bangkok, Thailand, December 1-5, 2009.

  • 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 in 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 have attended ICNC'08-FSKD'08 during 18-20 October, 2008 in Jinan.
    
    I have attended MLA08 in Nov. 2008 in Nanjing. 
    

    Awards and Honors

    Time

    Awards

    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 Scholarship of AMD Corp.

    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

     

    Copyright @ MLA of Shandong University, 2007-2009
    This page is maintained by Xinjian Guo, latest updated on July 17, 2009

    Locations of visitors to this page