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Guangfeng Yan
Observed name:
Yan, Guangfeng
Institution:
City University of Hong Kong
Observed institutions:
City University of Hong Kong,
Fano Labs (China),
City University of Hong Kong, Shenzhen Research Institute
ORCID:
0000-0002-0936-9467
Observed ORCID:
0000-0002-0936-9467
OpenAlex ID:
A5039893040
Communication-Efficient Federated Learning with Adaptive Quantization
2022
·
Yuzhu Mao
, Zihao Zhao
, et al.
·
ACM Transactions on Intelligent Systems and Technology
·
93
PDF
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification
2020
·
Guangfeng Yan
, Lu Fan
, et al.
·
Annual Meeting of the Association for Computational Linguistics (ACL)
·
75
PDF
AC-SGD: Adaptively Compressed SGD for Communication-Efficient Distributed Learning
2022
·
Guangfeng Yan
, Tan Li
, et al.
·
IEEE Journal on Selected Areas in Communications
·
40
Killing two birds with one stone: Quantization achieves privacy in distributed learning
2023
·
Guangfeng Yan
, Tan Li
, et al.
·
Digital Signal Processing
·
12
PDF
DQ-SGD: Dynamic Quantization in SGD for Communication-Efficient Distributed Learning
2021
·
Guangfeng Yan
, Shao-Lun Huang
, et al.
·
IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS)
·
8
PDF
Adaptive Top- K in SGD for Communication-Efficient Distributed Learning
2023
·
Mengzhe Ruan
, Guangfeng Yan
, et al.
·
Globecom
·
7
PDF
Adaptive Top-K in SGD for Communication-Efficient Distributed Learning in Multi-Robot Collaboration
2024
·
Mengzhe Ruan
, Guangfeng Yan
, et al.
·
IEEE Journal of Selected Topics in Signal Processing
·
5
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning
2025
·
Guangfeng Yan
, Tan Li
, et al.
·
IEEE Journal on Selected Areas in Communications
·
3
PDF
Towards Quantum-Safe Distributed Learning via Homomorphic Encryption: Learning with Gradients
2024
·
Guangfeng Yan
, Shanxiang Lyu
, et al.
·
IEEE Information Theory Workshop (ITW)
·
3
Truncated Non-Uniform Quantization for Distributed SGD
2024
·
Guangfeng Yan
, Tan Li
, et al.
·
IEEE Information Theory Workshop (ITW)
·
2
PDF
Towards Quantum-Safe Federated Learning via Homomorphic Encryption: Learning with Gradients
2024
·
Yan, Guangfeng
, Lyu, Shanxiang
, et al.
·
arXiv (Cornell University)
·
1
PDF
Dqsgd: Dynamic Quantized Stochastic Gradient Descent for Communication-efficient Distributed Learning
2021
·
Guangfeng Yan
, Shao‐Lun Huang
, et al.
·
1
Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learning
2024
·
Yan, Guangfeng
, Li, Tan
, et al.
·
arXiv (Cornell University)
PDF
Mitigating Model Poisoning Attacks on Distributed Learning with Heterogeneous Data
2023
·
Jian Xu
, Guangfeng Yan
, et al.
·
International Conference on Machine Learning and Applications
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Works count:
14
Citation count:
250
H-index:
6
I10-index:
4
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