Guangfeng Yan - Publications, H-index & Citations

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Guangfeng Yan

City University of Hong Kong

5H-index

22Paper Count

219Citation Count

Published Papers 6

Publication Date

Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning

IEEE Journal on Selected Areas in Communications

IF17.2

2025-07-01

PREAI

Guangfeng Yan; Tan Li; Kui Wu; Linqi Song

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Adaptive Top-K in SGD for Communication-Efficient Distributed Learning in Multi-Robot Collaboration

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2024-04-01

PREAI

Ruan, Mengzhe; Yan, Guangfeng; Xiao, Yuanzhang; Song, Linqi; Xu, Weitao

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Optimal selection of key parameters for homomorphic filtering based on information entropy

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2024-01-20

PREAI

Yang, Zhantao; Li, Yangtenglong; Bai, Xuan; Yan, Guangfeng; Sun, Qi; Fu, Cong

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AC-SGD: Adaptively Compressed SGD for Communication-Efficient Distributed Learning

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

IF17.2

2022-09-01

PREAI

Yan, Guangfeng; Li, Tan; Huang, Shao-Lun; Lan, Tian; Song, Linqi

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Communication-Efficient Federated Learning with Adaptive Quantization

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2022-08-04

OAAI

Mao, Yuzhu; Zhao, Zihao; Yan, Guangfeng; Liu, Yang; Lan, Tian; Song, Linqi; Ding, Wenbo

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Use of Local Noise Power Spectrum and Wavelets in Comprehensive EPID Quality Assurance

MEDICAL PHYSICS

IF3.2

2015-06-29

PREAI

Lee, S.; Gopal, A.; Yan, G.; Bassett, P.; Park, C.; Samant, S.

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Research Directions