Tuyen Ngoc Huynh's Home Page

Tuyen Ngoc Huynh

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 candidate at the Department of Computer Science, The University of Texas at Austin. My adviser is Prof. Raymond J. Mooney.

I am graduating this summer and looking for a post-doc position in research or industrial labs. Here is my CV.

Research interests and publications

Research interests

My current research is on improving the accuracy and scalability of discriminative learning methods for Markov Logic Networks. Besides, I am also interested in Bayesian Statistics, Optimization, Computer Vision, Computational Linguistics, and Bioinformatics.

Publications

Refereed conference papers:

Tuyen N. Huynh, and Raymond J. Mooney. (2011). Online Max-Margin Weight Learning for Markov Logic Networks. To appear in Proceedings of the Eleventh SIAM International Conference on Data Mining (SDM11), Mesa, Arizona, USA, April 2011.
Tuyen N. Huynh, and Raymond J. Mooney. (2009). Max-Margin Weight Learning for Markov Logic Networks. 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]
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]
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]
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:

Tuyen N. Huynh, and Raymond J. Mooney. (2010). Online Max-MarginWeight Learning with Markov Logic Networks. In Proceedings of AAAI-10 Workshop on Statistical Relational AI (Star-AI 10). [PDF]
Tuyen N. Huynh, and Raymond J. Mooney. (2009). Max-Margin Weight Learning for Markov Logic Networks. In Proceedings of the International Workshop on Statistical Relational Learning (SRL-2009). [PDF]

Education

Honors and Awards

Vietnam Education Foundation Fellowship, May 2005.

University Scholarships for Outstanding Academic Performance, 1999-2004.