主要论文       

[1]Zeng Delu. Zhou Zhiheng, Xie Shengli, “Coarse-to-Fine Boundary Location With a SOM-Like Method,” IEEE Transactions on Neural Networks, 21(3):481-493,2010.

[2]G. X. Zhou, S. L. Xie, Z. Y. Yang, and J. Zhang, “Nonorthogonal Approximate Joint Diagonalization With　Well-Conditioned Diagonalizers,” IEEE Transactions on Neural Networks, vol. 20, pp. 1810-1819, Nov 2009.

[3]Xie Shengli, Zeng Delu, Zhou Zhiheng, Zhang Jun, “Arranging and Interpolating Sparse Unorganized Feature Points With Geodesic Circular Arc,” IEEE Transactions on Image Processing, vol. 18, No.3: 582 – 595,March 2009.

[4]Zhaoshui He, Andrzej Cichocki, Rafal Zdunek, and Shengli Xie, “Improved FOCUSS Method With Conjugate　Gradient Iterations,” IEEE Transactions on Signal Processing, 57(1), 399-404, JANUARY 2009.

[5]Shengli Xie, Zuyuan Yang, and Yuli Fu, “Nonnegative Matrix Factorization Applied to Nonlinear Speech and　Image Cryptosystems,” IEEE Transactions on Circuits and Systems I, 55(8): 2356 – 2367, Sept. 2008.

[6]He, Z., Xie, S., Ding, S., Cichocki, A, “Convolutive Blind Source Separation in the Frequency Domain Based on Sparse Representation,” IEEE Transactions on Audio, Speech and Language Processing, 15(5):1551-1563, July 2007.

[7]S. L. Xie, G. X. Zhou, Z. Y. Yang, and Y. Fu, “On the blind separability based on temporal predictability method,” Neural Computation, vol. 21, pp. 3519-3531, 2009. .

[8]Shengli Xie, Zhaoshuei He, Yuli Fu. “A note on Stone’s conjecture of blind separation,” Neural Computation, 17(2): 321-330, 2005.

[9]He, Z; Cichocki, A; Xie, S; Choi, K, “Detecting the Number of Clusters in n-Way Probabilistic Clustering,” IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(11):2006-2021, 2010.

[10]Yang, Z.; Zhou, G.; Xie, S.; Ding, S.; Yang, J.; Zhang, J., “Blind Spectral Unmixing Based on Sparse Nonnegative Matrix Factorization,” IEEE Transactions on Image Processing,, Volume: PP , Issue: 99, 2010 ,Page(s): 1 – 1 出版中（电子版已出版）.