Ph.D. Student , LAMDA Group
Department of Computer Science and Technology
Nanjing University, China
Email: liyf(at)lamda(dot)nju(dot)edu(dot)cn
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Ph.D. Student , LAMDA GroupDepartment of Computer Science and TechnologyNanjing University, ChinaEmail: liyf(at)lamda(dot)nju(dot)edu(dot)cn
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Currently I am a second year Ph.D Student of Department of Computer Science and Technology in Nanjing University and a member of LAMDA Group, led by professor Zhi-Hua Zhou. I have received my B.Sc. degree in Computer Science in June 2006. Fortunately I have been admitted to study for a Ph.D degree in Nanjing University.
Prof. Zhi-Hua Zhou and Prof. James.T.Kwok
My current research interests mainly include Machine Learning and Data Mining. More specifically, I am interested in:
kernel methods, support vector machine and optimization
Semi-supervised learning, multiple instance learning and multi label learning
Y.-F. Li, J. T. Kwok, I. W. Tsang, and Z.-H. Zhou. A convex method for locating regions of interest with multi-instance learning. In: Proceedings of the 20th European Conference on Machine Learning (ECML'09), Bled, Slovenia, 2009, pp.17-32. [PDF]
Y.-F. Li, J. T. Kwok, and Z.-H. Zhou. Semi-supervised learning using label mean. In: Proceedings of the 26th International Conference on Machine Learning (ICML'09), Montreal, Canada, 2009, pp.633-640. [PDF]
D.-C. Zhan, M. Li, Y.-F. Li, and Z.-H. Zhou. Learning instance specific distances using metric propagation. In: Proceedings of the 26th International Conference on Machine Learning (ICML'09), Montreal, Canada, 2009, pp.1225-1232. [PDF]
Z.-H. Zhou, Y.-Y. Sun, and Y.-F. Li. Multi-instance learning by treating instances as non-i.i.d. samples. In: Proceedings of the 26th International Conference on Machine Learning (ICML'09), Montreal, Canada, 2009, pp.1249-1256. [PDF]
Y.-F. Li, I. W. Tsang, J. T. Kwok, and Z.-H. Zhou. Tighter and convex maximum margin clustering. In: Proceedings of the 12th International Conference on Artificial Intelligence and Statistics (AISTATS'09), Clearwater Beach, FL, 2009, pp.328-335. [PDF][Slides]
Y.-F. Li, J. T. Kwok, and Z.-H. Zhou, Combo-Dimensional Kernels for Graph Classification, Chinese Journal of Computers (in chinese with english abstract), 2009, 32(5):946-952. [PDF]
Review for TNN, NeuroComputing, JCST
External Review for ECML'09, PAKDD'09
Data Mining(081202B03). (For Graduate Students, Fall, 08)
Discrete Mathematis. (For Undergraduate Students, Spring, 07)
| Mail: | Yu-Feng Li | Office: | 401, MengMinwei Science Building II, |
| National Key Laboratory for Novel Software Technology, | Main Campus of Nanjing University | ||
| Nanjing University, Mailbox 419, Hankou Road 22, | URL: | http://lamda.nju.edu.cn/liyf/ | |
| Nanjing 210093, China | Email: |