Zhen Guo's Homepage

I am a Ph.D candiate in the Department of Computer Science at the State University of New York at Binghamton, supervised by Prof. Zhongfei (Mark) Zhang. Before my Ph.D study, I was a senior software engieer at UTStarcom Inc and received the B.Sc and M.Sc degrees both in electrical engineering from Xi'an Jiaotong University, China.

[Research Interests] [Experiences] [Professional Activities] [Publications] [Patents] [Contact Me]  

Research Interests

• Machine learning
• Data mining, text mining, and information retrieval.
• Relational learning.
• Semi-supervised learning.
• Computer vision, image annotation, image retrieval.
• online advertising.

Experiences

• 05/2009---09/2009, Research Intern, Yahoo Labs
• 05/2008---09/2008, Research Intern, NEC Laboratories American.
• 07/2001---07/2004, Senior Software Engineer, UTStarcom Inc.

Professinal Activities

• Program Committee Member
  IEEE International Conference on Multimedia & Expo(ICME), 2008, 2009
  IEEE Consumer Communications & Networking Conference (CCNC), 2008

• Reviewer
  International Conference on Multimedia Modeling, 2010
  3DTV Conference, 2009
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2009
  IEEE International Conference on Data Mining (ICDM), 2008,2009
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
  IEEE Transaction on Multimedia
  Pattern Recognition Letters
  ACM International Conference on Multimedia Information Retrieval (MIR), 2008
  ACM Conference on Information and Knowledge Management (CIKM), 2008,2009
  IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2008
  IEEE Consumer Communications & Networking Conference (CCNC), 2008
  IEEE International Conference on Multimedia & Expo (ICME), 2007,2008,2009
  IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2007
  Chinese Journal of Software

Publications

• Zhongfei (Mark) Zhang, Bo Long, Zhen Guo, Tianbing Xu, and Philip S. Yu, Machine Learning Approaches to Link-Based Clustering, in Link Mining: Models, Algorithms and Applications, Edited by Philip S. Yu, Christos Faloutsos, and Jiawei Han, Springer, 2009
• Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, and Christos Faloutsos, A Max Margin Framework on Image Annotation and Multimodal Image Retrieval, in Multimedia, Edited by Vedran Kordic, IN-TECH, 2009
• Zhongfei (Mark) Zhang, Zhen Guo, Christos Faloutsos, Eric P. Xing, and Jia-Yu Pan, On the scalability and adaptability for multimodal image retrieval and image annotation, in Machine Learning Techniques for Adaptive Multimedia Retrieval: Technologies Applications and Perspectives, Edited by Roger Wei, Idea Group Inc., 2010
• Zhen Guo, Zhongfei Zhang, Shenghuo Zhu, Yun Chi, Yihong Gong, Knowledge Discovery from Citation Networks, IEEE International Conference on Data Mining (ICDM), Miami, FL, 2009
• Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, Yihong Gong, A Latent Topic Model for Linked Documents, SIGIR, Boston, MA, 2009
• Zhongfei Zhang, Zhen Guo, Ruofei Zhang, Towards Developing a Unified Multimodal Image Retrieval Framework, IEEE International Workshop on Media Information Analysis for Personal and Social Applications, New York City, NY, 2009
• Zhen Guo, Zhongfei Zhang, Eric P Xing, and Christos Faloutsos, Semi-supervised Learning Based on Semiparametric Regularization, 2008 SIAM International Conference on Data Mining, Atlanta, Georgia, 2008 (Acceptance Rate: 40/282=14.2%)
• Zhen Guo, Zhongfei Zhang, Eric P Xing, and Christos Faloutsos, Enhanced Max Margin Learning on Multimodal Data Mining in a Multimedia Database, Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Jose, California, 2007 (Acceptance Rate< 8%)
• Zhen Guo, Zhongfei Zhang, Eric P Xing, and Christos Faloutsos, A Max Margin Framework on Image Annotation and Multimodal Image Retrieval, IEEE International Conference on Multimedia & Expo, Beijing, China, 2007
• Zhongfei (Mark) Zhang, Zhen Guo, Christos Faloutsos, Eric P. Xing, and Jia-Yu (Tim) Pan, On the Scalability and Adaptability for Multimodal Retrieval and Annotation, International Conference on Image Analysis and Processing, Modena, Palazzo Ducale, Italy, 2007
• Zejian Yuan, Nanning Zheng, Yuanlin Zhang and Zhen Guo, A Design Method for Nonlinear Diffusion Filter and Its Application, The Chinese Journal of Computers, vol. 10, 2002

Patents

• Zhen Guo and Zhongfei Zhang, Enhanced Max Margin Learning, Application Serial No. 61/087,169
• Zhen Guo and Zhongfei Zhang, Semiparametric Semi-supervised Learning, Application Serial No. 61/087,170

Contact Me

• Email: zhguo1[at]gmail.com
• Tel: 607-232-0188