Kun Shang
Center for Medical AI , Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences
Address: 1068 Xueyuan Avenue, Shenzhen University Town, Shenzhen, P.R.China
Zip Code: 518055
Offical Email: kun.shang@siat.ac.cn
1068 Xueyuan Avenue, Shenzhen University Town, Shenzhen, P.R.China
Biography
He has received the PhD degree from Tianjin Center for Applied Mathematics (TCAM), Tianjin University (Tianjin, China) in 2018, supervised by Prof William Y.C. Chen and Prof Zheng-Hai Huang. Since 2018, he has been a Assistant Professor with the College of Mathematics and Econometrics, Hunan University, Changsha, China. Now, he has been a associate professor with Center for Medical AI , Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, shenzhen, China.
Research Interests:
Machine Learning, Optimization, Computer Vision
Publications:
R. X. Ding, D. K. Du, Z. H. Huang, Z. M. Li and K. Shang. Variational Feature Representation-based Classification for face recognition with single sample per person. Journal of Visual Communication and Image Representation, Volume 30, pp. 35-45, 2015. (code)
Z. H. Huang, Z. M. Li and K. Shang*. A customized sparse representation model with mixed norm for undersampled face recognition. IEEE Transactions on Information Forensics & Security, Volume 11, Issue 10, pp. 2203 - 2214, 2016. (code)
K. Shang, Z.H. Huang, W.Q. Liu, Z.M. Li. A single gallery-based face recognition using extended joint sparse representation. Applied Mathematics and Computation, Volume 320, pp. 99 - 115, 2018. (code)
Y.F. Li, K. Shang*, Z.H. Huang. Low Tucker rank tensor recovery via ADMM based on exact and inexact iteratively reweighted algorithms. Journal of Computational and Applied Mathematics, Volume 331, pp. 64 - 81, 2018. (code)
Y.H. Zhang, K. Shang, J. Wang, M.M.Y. Zhang. A Patch Strategy for Deep Face Recognition. IET Image Processing, Volume 12, Issue 5, 819-825, 2018. (code)
R.X. Ding, X.Q. Wang, K. Shang*, L.B. Sheng, F. Herrera. Sparse Representation-Based Intuitionistic Fuzzy Clustering Approach to Find the Group Intra-Relations and Group Leaders for Large-Scale Decision Making. IEEE Transactions on Fuzzy Systems, 2018. (code)
M.M.Y. Zhang, K Shang*, H.M. Wu. Learning Deep Discriminative Face Features by Customized Constraint. Neurocomputing, Volume 332, 71-79, 2019. (code)
K. Shang, Y.F. Li, Z.H. Huang. Iterative p-shrinkage thresholding algorithm for low Tucker rank tensor recovery. Information Sciences, Volume 482, 374-391, 2019. (code)
Y.F. Li, K. Shang*, Z.H. Huang. A singular value p-shrinkage thresholding algorithm for low rank matrix recovery. Computational Optimization and Applications, 2019. (code)
R.X. Ding, X.Q. Wang, K. Shang*, F. Herrera. Social network analysis-based conflict relationship investigation and conflict degree-based consensus reaching process for large scale decision making using sparse representation. Information Fusion, Volume 50, 251-272, 2019. (code)