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Tuyen Ngoc Huynh

PhD student
Department of Computer Sciences
University of Texas at Austin


[ Research   |   Education   |   Honors and Awards   | Courses | Contact | Links ]


Hi, welcome to my homepage. I come from Ho Chi Minh City, Vietnam. My name in Vietnamese is Huỳnh Ngọc Tuyên. I am currently a PhD student at the Department of Computer Science, University of Texas at Austin. My adviser is Prof. Raymond Mooney.


Research interests and publications

Research interests

Currently, I am working on Statistical Relational Learning (mostly on Markov Logic Networks). I am also interested in Bayesian Statistics, Optimization, Computer Vision, Computational Linguistics, and Bioinformatics.

Publications

Refereed conference papers:

  1. Tuyen N. Huynh, and Raymond J. Mooney. (2009). Max-Margin Weight Learning for Markov Logic Networks. To appear in Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD-09), Bled, Slovenia, September 2009. [PDF coming soon]

  2. Tuyen N. Huynh, and Raymond J. Mooney. (2008). Discriminative Structure and Parameter Learning for Markov Logic Networks. In Proceedings of the 25th International Conference on Machine Learning (ICML-2008) , Helsinki, Finland, July 2008. [PDF]

  3. Lilyana Mihalkova, Tuyen Huynh, and Raymond Mooney. (2007). Mapping and Revising Markov Logic Networks for Transfer Learning. In Proceedings of the 22nd Conference on Artificial Intelligence (AAAI-2007), Vancouver, Canada, July 2007. [PDF]

  4. Cao, T.H. & Do, H.T. & Pham, B.T.N. & Huynh, T.N. & Vu, D.Q. (2005). Conceptual graphs for knowledge querying in VN-KIM. In Contributions to the 13th International Conference on Conceptual Structures, pp. 27-40, July 18-22, 2005, Kassel, Germany.

Workshop papers:

  1. Tuyen N. Huynh, and Raymond J. Mooney. (2009). Max-Margin Weight Learning for Markov Logic Networks. To appear at the International Workshop on Statistical Relational Learning (SRL-2009). [PDF]

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Education

Ph.D. in Computer Science, Department of Computer Sciences, University of Texas at Austin, 08/2007 - Present

M.S. in Computer Science, Department of Computer Sciences, University of Texas at Austin, 08/2005 - 05/2007

B.Eng. in Information Technology, Department of Information Technology, Ho Chi Minh City University of Technology, 09/1999 - 01/2004

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Honors and Awards

Vietnam Education Foundation Fellowship, May 2005.

University Silver Medal, Ho Chi Minh City University of Technology, April 2004.

University Scholarships for Outstanding Academic Performance, 1999-2004.

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Courses

Fall 2005

CS 381K:   Artificial Intelligence

CS 391L:   Machine Learning

M 378K:   Introduction Mathematical Statistics

Spring 2006

CS 380C:   Compilers

CS 388G:   Algorithms: Techniques and Theory

EE 380L:   Data Mining

Summer 2006

CS 395:      Conference Course

Fall 2006

CS 395T:   Computational Learning Theory

CS 395T:   Probability and Statistics for Computer Science

CS 395:     Conference Course

CS 352:     Computer Architecture

M 384C:   Mathematical Statistics I

Spring 2007

CS 395T:  Data Mining - A Statistical Learning Perspective

CS 395T:  Object Recognition

CS 395:    Conference Course

M 384D:  Mathematical Statistics II

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Contact Information

Email:
            hntuyen@cs.utexas.edu


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