Inverse Fisher discriminate criteria for small sample size problem and its application to face recognition. - Xiao-Sheng Zhuang; Dao-Qing Dai (Pattern Recognit., 2005)

Face Recognition by Inverse Fisher Discriminant Features. - Xiao-Sheng Zhuang; Dao-Qing Dai; Pong Chi Yuen (ICB, 2006)

Improved discriminate analysis for high-dimensional data and its application to face recognition. - Xiao-Sheng Zhuang; Dao-Qing Dai (Pattern Recognit., 2007)

Matrix Extension with Symmetry and Its Application to Filter Banks - Bin Han 003; Xiaosheng Zhuang (CoRR, 2010)

Matrix Extension with Symmetry and Its Application to Symmetric Orthonormal Multiwavelets. - Bin Han 003; Xiaosheng Zhuang (SIAM J. Math. Anal., 2010)

Digital Shearlet Transform - Gitta Kutyniok; Wang-Q Lim; Xiaosheng Zhuang (CoRR, 2011)

ShearLab: A Rational Design of a Digital Parabolic Scaling Algorithm. - Gitta Kutyniok; Morteza Shahram; Xiaosheng Zhuang (SIAM J. Imaging Sci., 2012)

Algorithms for matrix extension and orthogonal wavelet filter banks over algebraic number fields. - Bin Han 003; Xiaosheng Zhuang (Math. Comput., 2013)

Directional Tensor Product Complex Tight Framelets with Low Redundancy. - Bin Han 003; Zhenpeng Zhao; Xiaosheng Zhuang (CoRR, 2014)

Analysis of Inpainting via Clustered Sparsity and Microlocal Analysis. - Emily J. King; Gitta Kutyniok; Xiaosheng Zhuang (J. Math. Imaging Vis., 2014)

Digital Affine Shear Transforms: Fast Realization and Applications in Image/Video Processing. - Xiaosheng Zhuang (SIAM J. Imaging Sci., 2016)

Quincunx Fundamental Refinable Functions in Arbitrary Dimensions. - Xiaosheng Zhuang (Axioms, 2017)

Directional Compactly supported Box Spline Tight Framelets with Simple Structure. - Bin Han 003; Tao Li 046; Xiaosheng Zhuang (CoRR, 2017)

Symmetric canonical quincunx tight framelets with high vanishing moments and smoothness. - Bin Han 003; Qingtang Jiang; Zuowei Shen; Xiaosheng Zhuang (Math. Comput., 2018)

Digital Affine Shear Filter Banks With 2-Layer Structure and Their Applications in Image Processing. - Zhihua Che; Xiaosheng Zhuang (IEEE Trans. Image Process., 2018)

Directional compactly supported box spline tight framelets with simple geometric structure. - Bin Han 003; Tao Li 046; Xiaosheng Zhuang (Appl. Math. Lett., 2019)

A Study Concerning Soft Computing Approaches for Stock Price Forecasting. - Chao Shi; Xiaosheng Zhuang (Axioms, 2019)

HaarPooling: Graph Pooling with Compressive Haar Basis. - Yu Guang Wang 001; Ming Li 065; Zheng Ma; Guido Montúfar; Xiaosheng Zhuang; Yanan Fan (CoRR, 2019)

Directional Compactly Supported Tensor Product Complex Tight Framelets with Applications to Image Denoising and Inpainting. - Bin Han 003; Qun Mo; Zhenpeng Zhao; Xiaosheng Zhuang (SIAM J. Imaging Sci., 2019)

Haar Graph Pooling. - Yuguang Wang 001; Ming Li 065; Zheng Ma; Guido Montúfar; Xiaosheng Zhuang; Yanan Fan (ICML, 2020)

Adaptive directional Haar tight framelets on bounded domains for digraph signal representations. - Yuchen Xiao; Xiaosheng Zhuang (CoRR, 2020)

Fast Haar Transforms for Graph Neural Networks. - Ming Li 065; Zheng Ma; Yu Guang Wang 001; Xiaosheng Zhuang (Neural Networks, 2020)

Dynamic spectral residual superpixels. - Jianchao Zhang; Angelica I. Avilés-Rivero; Daniel Heydecker; Xiaosheng Zhuang; Raymond H. Chan; Carola-Bibiane Schönlieb (Pattern Recognit., 2021)

Convolutional Neural Networks for Spherical Signal Processing via Spherical Haar Tight Framelets. - Jianfei Li; Han Feng; Xiaosheng Zhuang (CoRR, 2022)

Decimated Framelet System on Graphs and Fast G-Framelet Transforms. - Xuebin Zheng; Bingxin Zhou; Yu Guang Wang 001; Xiaosheng Zhuang (J. Mach. Learn. Res., 2022)

Subgraph-based Tight Frames on Graphs with Compact Supports and Vanishing Moments. - Ruigang Zheng; Xiaosheng Zhuang (CoRR, 2023)

Spherical Designs for Function Approximation and Beyond. - Yuchen Xiao; Xiaosheng Zhuang (CoRR, 2023)

Spherical Framelets from Spherical Designs. - Yuchen Xiao; Xiaosheng Zhuang (SIAM J. Imaging Sci., 2023)

Deeper Insights into Deep Graph Convolutional Networks: Stability and Generalization. - Guangrui Yang; Ming Li 065; Han Feng; Xiaosheng Zhuang (CoRR, 2024)

Exploring Structural Sparsity of Coil Images from 3-Dimensional Directional Tight Framelets for SENSE Reconstruction. - Yanran Li; Raymond H. Chan; Lixin Shen; Xiaosheng Zhuang; Risheng Wu; Yijun Huang; Junwei Liu (SIAM J. Imaging Sci., 2024)

Convolutional Neural Networks for Spherical Signal Processing via Area-Regular Spherical Haar Tight Framelets. - Jianfei Li; Han Feng; Xiaosheng Zhuang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Multimodal graph learning based on 3D Haar semi-tight framelet for student engagement prediction. - Ming Li 065; Xiaosheng Zhuang; Lu Bai 001; Weiping Ding 001 (Inf. Fusion, 2024)

Permutation Equivariant Graph Framelets for Heterophilous Graph Learning. - Jianfei Li; Ruigang Zheng; Han Feng; Ming Li 065; Xiaosheng Zhuang (IEEE Trans. Neural Networks Learn. Syst., 2024)

When Hypergraph Meets Heterophily: New Benchmark Datasets and Baseline. - Ming Li 065; Yongchun Gu; Yi Wang 022; Yujie Fang; Lu Bai 001; Xiaosheng Zhuang; Pietro Liò (AAAI, 2025)

Enhancing Noise Robustness in Focus Measure Using Tight Framelet Features. - Yan-Ran Li 001; Junwei Liu; Zhangtao Ye; Lixin Shen; Xiaosheng Zhuang (IEEE Signal Process. Lett., 2025)