Prof. ZHUANG Xiaosheng (莊曉生)

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Research Output

  1. 2023
  2. Published

    Spherical Framelets from Spherical Designs

    Xiao, Y. & Zhuang, X., Dec 2023, In: SIAM Journal on Imaging Sciences. 16, 4, p. 2072-2104 33 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

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  3. Published

    Denoising on Sphere via Large Spherical t-designs and Spherical Framelets

    Zhuang, X. & Xiao, Y., 2023, 2023 International Conference on Sampling Theory and Applications (SampTA). IEEE, (International Conference on Sampling Theory and Applications (SampTA)).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review

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  4. 2022
  5. Published

    A tailor-made 3-dimensional directional Haar semi-tight framelet for pMRI reconstruction

    Li, Y., Shen, L. & Zhuang, X., Sept 2022, In: Applied and Computational Harmonic Analysis. 60, p. 446-470

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 1
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  6. Online published

    Convolutional Neural Networks for Spherical Signal Processing via Area-Regular Spherical Haar Tight Framelets

    Li, J., Feng, H. & Zhuang, X., 29 Mar 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 2
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  7. Published

    Decimated Framelet System on Graphs and Fast G-Framelet Transforms

    Zheng, X., Zhou, B., Wang, Y. G. & Zhuang, X., 2022, In: Journal of Machine Learning Research. 23, 18.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 7
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  8. 2021
  9. Published

    Regularization with multilevel non-stationary tight framelets for image restoration

    Li, Y., Chan, R. H. F., Shen, L. & Zhuang, X., Jul 2021, In: Applied and Computational Harmonic Analysis. 53, p. 332-348

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 3
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  10. Published

    Adaptive Directional Haar Tight Framelets on Bounded Domains for Digraph Signal Representations

    Xiao, Y. & Zhuang, X., Apr 2021, In: Journal of Fourier Analysis and Applications. 27, 2, 7.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 3
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  11. Published

    Dynamic spectral residual superpixels

    Zhang, J., Aviles-Rivero, A. I., Heydecker, D., Zhuang, X., Chan, R. & Schönlieb, C., Apr 2021, In: Pattern Recognition. 112, 107705.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 4
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  12. Published

    Linear Multiscale Transforms Based on Even-Reversible Subdivision Operators

    Dyn, N. & Zhuang, X., 2021, Excursions in Harmonic Analysis: In Honor of John Benedetto’s 80th Birthday. Hirn, M., Li, S. & Okoudjou, K. A. (eds.). Birkhauser, Vol. 6. p. 297-319 (Applied and Numerical Harmonic Analysis).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 12_Chapter in an edited book (Author) › peer-review

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  13. 2020
  14. Published

    Fast Haar Transforms for Graph Neural Networks

    Li, M., Ma, Z., Wang, Y. G. & Zhuang, X., Aug 2020, In: Neural Networks. 128, p. 188-198

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 28
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  15. Published

    Haar Graph Pooling

    Wang, Y. G., Li, M., Ma, Z., Montufar, G., Zhuang, X. & Fan, Y., Jul 2020, Proceedings of the 37th International Conference on Machine Learning. Daumé III, H. & Singh, A. (eds.). ML Research Press, p. 9952-9962 (Proceedings of the International Conference on Machine Learning; vol. 119).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review

    Scopus citations: 17
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  16. Published

    Tight framelets and fast framelet filter bank transforms on manifolds

    Wang, Y. G. & Zhuang, X., Jan 2020, In: Applied and Computational Harmonic Analysis. 48, 1, p. 64-95

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 10
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  17. 2019
  18. Published

    A Study Concerning Soft Computing Approaches for Stock Price Forecasting

    Shi, C. & Zhuang, X., Dec 2019, In: Axioms. 8, 4, 116.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 8
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  19. Published

    Parallel magnetic resonance imaging reconstruction algorithm by 3-dimension directional Haar tight framelet regularization

    Li, Y. & Zhuang, X., Aug 2019, Wavelets and Sparsity XVIII. Ville, D. V. D., Papadakis, M. & Lu, Y. M. (eds.). SPIE, 111381C. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11138).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review

    Scopus citations: 4
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  20. Published

    Tight framelets on graphs for multiscale data analysis

    Wang, Y. G. & Zhuang, X., Aug 2019, Wavelets and Sparsity XVIII. Ville, D. V. D., Papadakis, M. & Lu, Y. M. (eds.). SPIE, 111380B. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11138).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review

    Scopus citations: 11
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  21. Published

    Compactly Supported Tensor Product Complex Tight Framelets with Directionality

    Zhuang, X. & Han, B., Jul 2019, 2019 13th International Conference on Sampling Theory and Applications (SampTA). Institute of Electrical and Electronics Engineers Inc., 9030961. (International Conference on Sampling Theory and Applications, SampTA).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review

    Scopus citations: 2
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  22. Published

    Directional compactly supported box spline tight framelets with simple geometric structure

    Han, B., Li, T. & Zhuang, X., May 2019, In: Applied Mathematics Letters. 91, p. 213-219

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 8
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  23. Published

    Directional Compactly Supported Tensor Product Complex Tight Framelets with Applications to Image Denoising and Inpainting

    Han, B., Mo, Q., Zhao, Z. & Zhuang, X., 2019, In: SIAM Journal on Imaging Sciences. 12, 4, p. 1739-1771

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 10
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  24. 2018
  25. Published

    Digital Affine Shear Filter Banks with 2-Layer Structure and Their Applications in Image Processing

    Che, Z. & Zhuang, X., Aug 2018, In: IEEE Transactions on Image Processing. 27, 8, p. 3931-3941

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 11
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  26. Published

    Representation of functions on big data associated with directed graphs

    Chui, C. K., Mhaskar, H. N. & Zhuang, X., Jan 2018, In: Applied and Computational Harmonic Analysis. 44, 1, p. 165-188

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 16
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