Guangfeng Yan

20 papers A* 1B 4C 1Journal 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning.
IEEE J. Sel. Areas Commun.
Guangfeng Yan, Tan Li, Kui Wu, Linqi Song
2024 J jnl
Adaptive Top-K in SGD for Communication-Efficient Distributed Learning in Multi-Robot Collaboration.
IEEE J. Sel. Top. Signal Process.
Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu
2024 J jnl
Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learning.
CoRR
Guangfeng Yan, Tan Li, Yuanzhang Xiao, Hanxu Hou, Linqi Song
2024 J jnl
Killing two birds with one stone: Quantization achieves privacy in distributed learning.
Digit. Signal Process.
Guangfeng Yan, Tan Li, Kui Wu, Linqi Song
2024 J jnl
Optimal selection of key parameters for homomorphic filtering based on information entropy.
Multim. Tools Appl.
Zhantao Yang, Yangtenglong Li, Xuan Bai, Guangfeng Yan, Qi Sun, Cong Fu
2024 B conf
Towards Quantum-Safe Distributed Learning via Homomorphic Encryption: Learning with Gradients.
ITW
Guangfeng Yan, Shanxiang Lyu, Hanxu Hou, Zhiyong Zheng, Linqi Song
2024 J jnl
Towards Quantum-Safe Federated Learning via Homomorphic Encryption: Learning with Gradients.
CoRR
Guangfeng Yan, Shanxiang Lyu, Hanxu Hou, Zhiyong Zheng, Linqi Song
2024 B conf
Truncated Non-Uniform Quantization for Distributed SGD.
ITW
Guangfeng Yan, Tan Li, Yuanzhang Xiao, Hanxu Hou, Congduan Li, Linqi Song
2024 J jnl
Truncated Non-Uniform Quantization for Distributed SGD.
CoRR
Guangfeng Yan, Tan Li, Yuanzhang Xiao, Congduan Li, Linqi Song
2023 B conf
Adaptive Top- K in SGD for Communication-Efficient Distributed Learning.
GLOBECOM
Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu
2023 J jnl
Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning.
CoRR
Guangfeng Yan, Tan Li, Kui Wu, Linqi Song
2023 J jnl
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning.
CoRR
Guangfeng Yan, Tan Li, Tian Lan, Kui Wu, Linqi Song
2023 C conf
Mitigating Model Poisoning Attacks on Distributed Learning with Heterogeneous Data.
ICMLA
Jian Xu, Guangfeng Yan, Ziyan Zheng, Shao-Lun Huang
2022 J jnl
AC-SGD: Adaptively Compressed SGD for Communication-Efficient Distributed Learning.
IEEE J. Sel. Areas Commun.
Guangfeng Yan, Tan Li, Shao-Lun Huang, Tian Lan, Linqi Song
2022 J jnl
Adaptive Top-K in SGD for Communication-Efficient Distributed Learning.
CoRR
Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu
2022 J jnl
Communication-Efficient Federated Learning with Adaptive Quantization.
ACM Trans. Intell. Syst. Technol.
Yuzhu Mao, Zihao Zhao, Guangfeng Yan, Yang Liu, Tian Lan, Linqi Song, Wenbo Ding
2021 J jnl
Communication Efficient Federated Learning with Adaptive Quantization.
CoRR
Yuzhu Mao, Zihao Zhao, Guangfeng Yan, Yang Liu, Tian Lan, Linqi Song, Wenbo Ding
2021 B conf
DQ-SGD: Dynamic Quantization in SGD for Communication-Efficient Distributed Learning.
MASS
Guangfeng Yan, Shao-Lun Huang, Tian Lan, Linqi Song
2021 J jnl
DQ-SGD: Dynamic Quantization in SGD for Communication-Efficient Distributed Learning.
CoRR
Guangfeng Yan, Shao-Lun Huang, Tian Lan, Linqi Song
2020 A* conf
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification.
ACL
Guangfeng Yan, Lu Fan, Qimai Li, Han Liu, Xiaotong Zhang, Xiao-Ming Wu, Albert Y. S. Lam