Prof. ZHUANG Xiaosheng (莊曉生)
Research Output
- 2024
- Published
On the existence and estimates of nested spherical designs
Zheng, R. & Zhuang, X., Nov 2024, In: Applied and Computational Harmonic Analysis. 73, 101672.Research output: Journal Publications and Reviews › Letter › peer-review
- Published
Permutation Equivariant Graph Framelets for Heterophilous Graph Learning
Li, J., Zheng, R., Feng, H., Li, M. & Zhuang, X., Sept 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 9, p. 11634-11648 15 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 20 - Published
Multimodal graph learning based on 3D Haar semi-tight framelet for student engagement prediction
Li, M., Zhuang, X., Bai, L. & Ding, W., May 2024, In: Information Fusion. 105, 102224.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 19 - Published
Convolutional Neural Networks for Spherical Signal Processing via Area-Regular Spherical Haar Tight Framelets
Li, J., Feng, H. & Zhuang, X., Apr 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 4, p. 4400-4410Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 12 - Published
Exploring Structural Sparsity of Coil Images from 3-Dimensional Directional Tight Framelets for SENSE Reconstruction
Li, Y., Chan, R. H., Shen, L., Zhuang, X., Wu, R., Huang, Y. & Liu, J., 2024, In: SIAM Journal on Imaging Sciences. 17, 2, p. 888-916 29 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 2023
- 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 - Publication in refereed journal › peer-review
Scopus citations: 1 - 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). Institute of Electrical and Electronics Engineers, Inc., 5 p. (International Conference on Sampling Theory and Applications (SampTA)).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- 2022
- 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. 446-470Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 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 - Publication in refereed journal › peer-review
Scopus citations: 15 - 2021
- 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. 332-348Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - 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 - Publication in refereed journal › peer-review
Scopus citations: 10 - 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 - Publication in refereed journal › peer-review
Scopus citations: 6 - 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 - Chapter in an edited book (Author) › peer-review
Scopus citations: 1 - 2020
- Published
Fast Haar Transforms for Graph Neural Networks
Li, M., Ma, Z., Wang, Y. G. & Zhuang, X., Aug 2020, In: Neural Networks. 128, p. 188-198Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 53 - 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 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 33 - 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. 64-95Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 19 - 2019
- 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 - Publication in refereed journal › peer-review
Scopus citations: 11 - 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 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 5 - 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 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 12 - 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 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2