Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0001-7238-0143
Scopus Author ID: 24075078400
ResearcherID: A-2991-2013
Google Scholar Profile: Sjaow1wAAAAJ
Impact
Qualifications (Brief)
PhD – University of Alberta, Canada
Biography
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. His research interest includes directional multiscale representation systems, image/signal processing, and compressed sensing.
Research Interests/Areas
- Applied and Computational Harmonic Analysis
- Sparse Approximation and Directional Multiscale Representation Systems
- Compressed Sensing
- Image/Signal Processing
- Machine Learning and Pattern Recognition
Fingerprint
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Collaborations from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Enhancing Noise Robustness in Focus Measure Using Tight Framelet Features
Li, Y.-R., Liu, J., Ye, Z., Shen, L. & Zhuang, X., 2025, In: IEEE Signal Processing Letters. 32, p. 1435-1439Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Spherical designs for function approximation and beyond
Xiao, Y. & Zhuang, X., Dec 2025, In: Sampling Theory, Signal Processing, and Data Analysis. 23, 2, 9.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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When Hypergraph Meets Heterophily: New Benchmark Datasets and Baseline
Li, M., Gu, Y., Wang, Y., Fang, Y., Bai, L., Zhuang, X. & Lio, P., 11 Apr 2025, Proceedings of the 39th AAAI Conference on Artificial Intelligence. Walsh, T., Shah, J. & Kolter, Z. (eds.). Washington, DC: AAAI Press, Vol. 39. p. 18377-18384 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access2 Citations (Scopus) -
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
13 Citations (Scopus) -
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
Open AccessFile1 Citation (Scopus)77 Downloads (CityUHK Scholars)
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GRF: Graph Framelets for Graph Deep Learning: Homophily and Heterophily
ZHUANG, X. (Principal Investigator / Project Coordinator) & LI, M. (Co-Investigator)
1/01/25 → …
Project: Research
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TDG(CityU): Team-based Learning with Artificial Intelligence Integration in Mathematics
ZHUANG, X. (Principal Investigator / Project Coordinator) & LO, W. C. (Co-Investigator)
1/11/24 → …
Project: Research
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ITF: Artificial Intelligence Methods and Applications for Breast Cancer Diagnosis and Treatment in Clinical Trials
ZHUANG, X. (Principal Investigator / Project Coordinator), BLU, T. (Co-Investigator) & CHAN, H. F. R. (Co-Investigator)
1/02/24 → …
Project: Research
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GRF: Framelets for Geometric Deep Learning: Spheres, Graphs, and Neural Networks
ZHUANG, X. (Principal Investigator / Project Coordinator) & WANG, Y. G. (Co-Investigator)
1/01/24 → …
Project: Research
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TDG(CityU): Blended Learning in Statistics with AI Integration
ZHUANG, X. (Principal Investigator / Project Coordinator)
18/09/23 → …
Project: Research
Prizes
Activities
- 6 RGC 61 - Journal editor
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Multidimensional Systems and Signal Processing (Journal)
ZHUANG, X. (Associate Editor)
1 Jul 2018 → 30 Jun 2019Activity: Publication peer-review and editorial work (RGC: 61) › RGC 61 - Journal editor
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Multidimensional Systems and Signal Processing (Journal)
ZHUANG, X. (Associate Editor)
1 Jul 2017 → 30 Jun 2018Activity: Publication peer-review and editorial work (RGC: 61) › RGC 61 - Journal editor
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Multidimensional Systems and Signal Processing (Journal)
ZHUANG, X. (Associate Editor)
1 Jul 2016 → 30 Jun 2017Activity: Publication peer-review and editorial work (RGC: 61) › RGC 61 - Journal editor
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Multidimensional Systems and Signal Processing (Journal)
ZHUANG, X. (Associate Editor)
Jul 2015 → Jun 2016Activity: Publication peer-review and editorial work (RGC: 61) › RGC 61 - Journal editor
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Multidimensional Systems and Signal Processing (Journal)
ZHUANG, X. (Associate Editor)
Jul 2014 → Jun 2015Activity: Publication peer-review and editorial work (RGC: 61) › RGC 61 - Journal editor