Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0003-0566-5047
Scopus Author ID: 57216154729
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Dive into the research topics where Shuo HUANG is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations from the last five years
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Research output
- 3 RGC 21 - Publication in refereed journal
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Generalization Analysis of CNNs for Classification on Spheres
Feng, H., Huang, S. & Zhou, D.-X., Sept 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 9, p. 6200 - 6213 14 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
18 Citations (Scopus) -
Generalization Analysis of Pairwise Learning for Ranking With Deep Neural Networks
Huang, S., Zhou, J., Feng, H. & Zhou, D.-X., Jun 2023, In: Neural Computation. 35, 6, p. 1135-1158Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
5 Citations (Scopus) -
Theory of deep convolutional neural networks II: Spherical analysis
Fang, Z., Feng, H., Huang, S. & Zhou, D.-X., Nov 2020, In: Neural Networks. 131, p. 154-162Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
32 Citations (Scopus)
Prizes
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Outstanding Academic Performance Award for Research Degree Students (non-local UGC-funded students)
HUANG, S. (Recipient), 16 Aug 2022
Prize: RGC 64B - Prizes and awards
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Thesis
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Mathematical Analysis of Deep Neural Networks
HUANG, S. (Author), FENG, H. (Supervisor) & ZHOU, D. (Co-supervisor), 24 Jul 2023Student thesis: Doctoral Thesis