Dr Xiaosheng Zhuang received his bachelor's degree and master's degree in mathematics from Sun Yat-Sen (Zhongshan) University, China, in 2003 and 2005, respectively. He received his PhD in applied mathematics from University of Alberta, Canada, in 2010. He was a Postdoctoral Fellow at Universität Osnabrück in 2011 and Technische Universität Berlin in 2012. He is a Professor of the Department of Mathematics, City University of Hong Kong, which he joined in 2012.
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Awards and Achievements
- 2013 “Eearly Career Award” RGC, Hong Kong.
- 2009 “Eoin L. Whitney Scholarship” University of Alberta.
- 2008 “Dr. Josephine Mitchell Graduate Research Prize” University of Alberta.
- 2002 “Lenovo Scholarship” Sun Yat-sen University.
Selected Publications
- Li J., Zheng R., Feng H., Li M., and Zhuang X. (2024) Permutation equivariant graph framelets for heterophilous graph learning. IEEE Transaction on Neural Networks and Learning Systems.
- Zheng R. and Zhuang X. (2024.11) On the existence and estimates of nested spherical designs. Applied and Computational Harmonic Analysis. 73: 101672.
- Li Y.-R., Chan R. H. F., Shen L., Zhuang X., Wu R., Huang Y., and Liu J. (2024.06) Exploring structural sparsity of coil images from 3-dimensional directional tight framelets for SENSE reconstruction. SIAM Journal on Imaging Sciences. 17(2) : 888 - 916.
- Li J., Feng H., and Zhuang X. (2024.04) Convolutional neural networks for spherical signal processing via area-regular spherical Haar tight framelets. IEEE Transaction on Neural Networks and Learning Systems. 35(4): 4400 - 4410.
- Xiao Y. and Zhuang X. (2023.12) Spherical framelets from spherical designs. SIAM Journal on Imaging Sciences. 16(4) : 2072 - 2104
- Li Y.-R., Shen L., and Zhuang X. (2022.09) A tailor-made 3-dimensional directional Haar semi-tight framelet for pMRI reconstruction. Applied and Computational Harmonic Analysis. 60 : 446-470.
- Zheng X., Zhou B., Wang Y. G. and Zhuang X. (2022.01) Decimated framelet system on graphs and fast G-framelet transforms, Journal of Machine Learning Research, 23(18) : 1-68.
- Wang Y. G., Li M., Ma Z., Montufar G., Zhuang X., and Fan Y. (2020.07) Haar graph pooling. Proceedings of the 37th International Conference on Machine Learning (ICML2020), PMLR 119: 9952-9962.
- Li, M., Ma, Z., Wang, Y. G., and Zhuang, X. (2020.08) Fast Haar transform for graph neural networks. Neural Networks. 128 : 188-198.
- Wang, Y. G. and Zhuang, X. (2020.01) Tight framelets and fast framelet filter bank transforms on manifolds. Applied and Computational Harmonic Analysis. 48 (1): 64-95.
- Han B., Li T., and Zhuang, X. (2019.05) Directional compactly supported box spline tight framelets with simple geometric structure. Applied Mathematics Letters. 91: 213 - 219.
- Che Z. and Zhuang, X. (2018.08) Digital affine shear filter banks with 2-Layer structure and their applications in image processing. IEEE Transactions on Image Processing. 27 (8): 3931 - 3941.
- Han, B., Jiang, Q. T., Shen, Z. W., and Zhuang, X. (2018.01) Symmetric canonical quincunx tight framelets with high vanishing moments and smoothness. Mathematics of Computation. 87 (309): 347 - 379.
- Chui, C. K., Mhaskar, H. N., and Zhuang, X. (2018.01) Representation of functions on big data associated with directed graphs. Applied and Computational Harmonic Analysis. 44 (1):165 - 188.
- Zhuang, X. (2017.07) Quincunx fundamental refinable functions in arbitrary dimensions. Axioms 2017, 6(3): 20.
- Zhuang, X. (2016.09) Digital affine shear transforms: fast realization and applications in image/video processing. SIAM Journal on Imaging Sciences. 9 (3):1437 - 1466.
- Bodmann, B. G., Kutyniok, G., and Zhuang, X. (2015.01) Gabor shearlets. Applied and Computational Harmonic Analysis. 38 (1):87-114.
- Zhuang, X. and Dai, D. Q. (2007) Improved discriminate analysis for high dimensional data and its application to face recognition. Pattern Recognition. 40: 1570-1578.
Last update date :
12 Jul 2024
