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Guangfeng Yan
Guangfeng Yan
Department of Computer Science, City University of Hong Kong
Bestätigte E-Mail-Adresse bei my.cityu.edu.hk
Titel
Zitiert von
Zitiert von
Jahr
Unknown intent detection using Gaussian mixture model with an application to zero-shot intent classification
G Yan, L Fan, Q Li, H Liu, X Zhang, XM Wu, AYS Lam
Proceedings of the 58th annual meeting of the association for computational …, 2020
772020
Communication-efficient federated learning with adaptive quantization
Y Mao, Z Zhao, G Yan, Y Liu, T Lan, L Song, W Ding
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (4), 1-26, 2022
442022
Ac-sgd: Adaptively compressed sgd for communication-efficient distributed learning
G Yan, T Li, SL Huang, T Lan, L Song
IEEE Journal on Selected Areas in Communications 40 (9), 2678-2693, 2022
212022
DQ-SGD: Dynamic quantization in SGD for communication-efficient distributed learning
G Yan, SL Huang, T Lan, L Song
2021 IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems …, 2021
42021
Killing two birds with one stone: Quantization achieves privacy in distributed learning
G Yan, T Li, K Wu, L Song
Digital Signal Processing 146, 104353, 2024
32024
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning
G Yan, T Li, T Lan, K Wu, L Song
arXiv preprint arXiv:2312.07060, 2023
32023
Adaptive Top-K in SGD for Communication-Efficient Distributed Learning
M Ruan, G Yan, Y Xiao, L Song, W Xu
GLOBECOM 2023-2023 IEEE Global Communications Conference, 5280-5285, 2023
22023
Towards Quantum-Safe Federated Learning via Homomorphic Encryption: Learning with Gradients
G Yan, S Lyu, H Hou, Z Zheng, L Song
arXiv preprint arXiv:2402.01154, 2024
12024
Semi-active bounded optimal control of uncertain nonlinear coupling vehicle system with rotatable inclined supports and MR damper under random road excitation
ZG Ying, GF Yan, YQ Ni
Coupled systems mechanics 7 (6), 707-729, 2018
12018
Adaptive Top-K in SGD for Communication-Efficient Distributed Learning in Multi-Robot Collaboration
M Ruan, G Yan, Y Xiao, L Song, W Xu
IEEE Journal of Selected Topics in Signal Processing, 2024
2024
Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learning
G Yan, T Li, Y Xiao, H Hou, L Song
arXiv preprint arXiv:2402.01798, 2024
2024
Truncated Non-Uniform Quantization for Distributed SGD
G Yan, T Li, Y Xiao, C Li, L Song
arXiv preprint arXiv:2402.01160, 2024
2024
Mitigating Model Poisoning Attacks on Distributed Learning with Heterogeneous Data
J Xu, G Yan, Z Zheng, SL Huang
2023 International Conference on Machine Learning and Applications (ICMLA …, 2023
2023
Bounded time-delay control performance of two-degree-of-freedom nonlinear vehicle system under random road excitation using MR damper
G Yan, Z Ying, R Huan
Journal of Physics: Conference Series 1074 (1), 012018, 2018
2018
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