Pu Wang
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PhD
Computer Science Department
George Mason University
Fairfax, A 22030, USA
Tel: (703) 829-0062
Email: pwang7 at cs.gmu.edu
Web: http://cs.gmu.edu/~pwang7
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I received my PhD in Computer Science from Department of Computer Science, George Mason University. I worked with Prof. Carlotta Domeniconi and Prof. Kathryn B. Laskey, Prof. Jana Kosecka, and Prof. Huzefa Rangwala during my PhD study.
I received my M.S. in Computer Science from Department of Computer Science, Peking University, and B.E. in Mechanics from Department of Applied Mechanics, Beihang University.
My CV is here.
Research Interests
- Statistical Machine Learning
- Bayesian Statistics
- Data Mining
Publications
Refereed Conference papers
- Pu Wang, Carlotta Domeniconi, Huzefa Rangwala, and Kathryn B. Laskey. Feature Enriched Nonparametric Bayesian Co-clustering. PAKDD, 2012.
- Pu Wang, Kathryn B. Laskey and Carlotta Domeniconi. Population MCMC for Dirichlet Diffusion Trees. The Learning Workshop, 2011. PDF
- Pu Wang, Kathryn B. Laskey, Carlotta Domeniconi and Michael I. Jordan. Nonparametric Bayesian Co-clustering Ensembles. SDM, 2011. (Best Student Paper Award). PDF
- Pu Wang, Carlotta Domeniconi and Kathryn B. Laskey. Nonparametric Bayesian Clustering Ensembles. ECML/PKDD, 2010. PDF
- Pu Wang, Kathryn B. Laskey and Carlotta Domeniconi. Nonparametric Bayesian Methods for Relational Clustering. Snowbird Learning Workshop, 2010. PDF
- Pu Wang, Carlotta Domeniconi and Kathryn B. Laskey. Information Bottleneck Co-clustering. Text Mining Workshop, SDM, 2010. PDF
- Pu Wang, Carlotta Domeniconi and Kathryn B. Laskey. Nonparametric Bayesian Co-clustering Ensembles. Bayesian Nonparametrics Workshop, NIPS, 2010.
- Pu Wang, Carlotta Domeniconi and Jian Hu. Towards a Universal Text Classifier: Transfer Learning from Encyclopedic Knowledge. Transfer Mining Workshop, ICDM, 2009. PDF
- Pu Wang, Carlotta Domeniconi and Kathryn B. Laskey. Latent Dirichlet Bayesian Co-clustering. ECML/PKDD, 2009. PDF
- Pu Wang, Carlotta Domeniconi and Jian Hu. Using Wikipedia for Co-clustering based Cross-Domain Text Classification. ICDM, 2008. PDF
- Pu Wang, Carlotta Domeniconi. Building Semantic Kernel for Text Classification using Wikipedia. KDD, 2008. PDF
- Pu Wang, Jian Hu, Hua-Jun Zeng, Lijun Chen and Zheng Chen. Improving Text Classification by Using Encyclopedia Knowledge. ICDM, 2007. (Runner Up For The Best Paper Award).
Refereed Journal papers
- Pu Wang, Kathryn B. Laskey, Carlotta Domeniconi and Michael I. Jordan. Nonparametric Bayesian Clustering and Co-clustering Ensembles. Statistical Analysis and Data Mining, to appear.
- Pu Wang, Jian Hu, Hua-Jun Zeng and Zheng Chen. Using Wikipedia Knowledge to Improve Text Classification. KAIS, 19(3):265-281, 2009.
- Pu Wang, Carlotta Domeniconi and Jian Hu. Cross-Domain Text Classification using Wikipedia. The IEEE Intelligent Informatics Bulletin, 9(1), 2008. PDF
Book Chapters
- Loulwah AlSumait, Pu Wang, Carlotta Domeniconi and Daniel Barbara. Embedding Semantics in LDA Topic Models. Text Mining: Application and Theory, Michael W. Berry and Jacob Kogan, Editors. John Wiley & Sons, Ltd.
PhD Dissertation
- Nonparametric Bayesian Models for Unsupervised Learning. 2011. PDF
Professional Activities
- PC member: SIAM Data Mining, 2012.
- Reviewer: Sensors, 2011.
- Reviewer: Knowledge and Information Systems, 2011.
- Reviewer: ACM Transactions on Intelligent Systems and Technology, 2011.
- Reviewer: IEEE Transaction on Knowledge and Data Engineering, 2011.
- Reviewer: International Conference on Electronic & Mechanical Engineering and Information Technology, 2011.
Softwares
Misc
- Electric & Acoustic Guitar Player. Interested in Heavy Metal and Bossa Nova.
- A very good Jazz tuitorial website, Jazclass. Every Jazz music player should visit this website!
Last updated: 09/01/2011