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Publications by Huang, Jiayuan

In Journal (refereed)

1. D. Wishart, C. Knox, A. Guo, R. Eisner, N. Young, B. Gautam, D. Hau, N. Psychogios, E. Dong, S. Bouatra, R. Mandal, I. Sinelnikov, J. Xia, L. Jia, J. Cruz, J. Lim, S. Shrivastava, J. Huang, P. Liu, C. Sobsey, L. Fang, R. Greiner, L. Li, H. Vogel, I. Forsythe. "HMDB: a knowledgebase for the human metabolome". Nucleic Acids Research (NAR), 37 (Database issue), January 2009. view
2. C. Lee, O. Zaiane, H. Park, J. Huang, R. Greiner. "Clustering High Dimensional Data: A Graph-Based Relaxed Optimization Approach". Information Sciences, 178(23), pp 4501-4511, May 2008. view

In Conference (refereed)

3. J. Huang, T. Zhu, R. Greiner, D. Zhou, D. Schuurmans. "Information Marginalization on Subgraphs". European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Berlin, Germany, September 2006. PDFview
4. J. Huang, A. Smola, A. Gretton, B. Schoelkopf. "Correcting Sample Selection Bias by Unlabeled Data". Neural Information Processing Systems (NIPS), August 2006. view
5. D. Zhou, J. Huang, B. Schoelkopf. "Learning with Hypergraphs: Clustering, Classification, and Embedding". Neural Information Processing Systems (NIPS), August 2006. view
6. J. Huang, T. Zhu, D. Schuurmans. "Web community identification from random walks". European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Berlin, Germany, January 2006. PDFview
7. A. Ghodsi, J. Huang, F. Southey, D. Schuurmans. "Tangent Corrected Embedding". Computer Vision and Pattern Recognition (CVPR), June 2005. PDFview
8. A. Ghodsi, J. Huang, D. Schuurmans. "Transformation-Invariant Embedding for image analysis". European Conference on Computer Vision (ECCV), Prague, Czech Republic, May 2004. PSview

Other Categories

9. J. Huang. "Learning from Partially Labeled Data: Unsupervised and Semi-supervised Learning on Graphs and Learning with Distribution Shifting". PhD Thesis, University of Waterloo, June 2007. view
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