Name: Xiaolan Liu

Address: School of Mathematics, South China University of Technology, Guangzhou, 510640, P.R. China

Email: liuxl@scut.edu.cn

Research Interests: machine learning, data mining

Education

June 2011-June 2007: Ph D. in Computer Science, South China University of Technology

June 2000-June 2003: M. S. in Mathematics, South China University of Technology

June 1996-June 2000: B. S. in Mathematics, South China University of Technology

Research Grants

2017.06-2019.05: State Key Lab. for Novel Software Technology

2016.01-2018.12: National Natural Science Foundation of China, #61502175

2015.08-2018.07: Guangdong Natural Science Funds, #2015A030310298

Selected Publications (*Corresponding author)

1. X. L. Liu*, M. Yi, L. Han and Xue Deng. A subspace clustering algorithm based on simultaneously sparse and low-rank representation. Journal of Intelligent & Fuzzy Systems, 2017, 33(1), pp: 621-633.

2. X. L. Liu, T. J. Guo, L. F. He, X. Y. Yang*. A low-rank approximation based transductive support tensor machine for semi-supervised classification. IEEE Transactions on Image Processing, 2015, 24(6), pp: 1825-1938.

3. X. L. Liu*, S. H. Pan, Z. F. Hao and Z. Y. Lin. Graph-based semi-supervised learning by mixed label propagation with a soft constraint Information Sciences, 1 September 2014, 277, pp: 327-337. 

4. S. J. Bi, X. L. Liu*, S. H. Pan. Exact Penalty Decomposition Method for Zero-Norm Minimization Based on MPEC Formulation. SIAM Journal on Scientific Computing, 2014, 36(4), pp: A1451-A1477. 

5. X. L. Liu*, S. H. Liu, Z. F., M. Holger. Exact algorithm and heuristic for the Closest String Problem. Computers and Operations Research, 2011, 38(11), pp: 1513-1520.