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Sheng Liu
Sheng Liu
School of Intelligent Systems Engineering, Sun Yat-sen University
Verified email at mail2.sysu.edu.cn - Homepage
Title
Cited by
Cited by
Year
A triple-step asynchronous federated learning mechanism for client activation, interaction optimization, and aggregation enhancement
L You, S Liu, Y Chang, C Yuen
IEEE Internet of Things Journal 9 (23), 24199-24211, 2022
352022
Fed2a: Federated learning mechanism in asynchronous and adaptive modes
S Liu, Q Chen, L You
Electronics 11 (9), 1393, 2022
152022
Adaptation and learning to learn (all): An integrated approach for small-sample parking occupancy prediction
H Qu, S Liu, J Li, Y Zhou, R Liu
Mathematics 10 (12), 2039, 2022
102022
Federated and asynchronized learning for autonomous and intelligent things
L You, S Liu, B Zuo, C Yuen, D Niyato, HV Poor
IEEE Network, 2023
52023
Afmeta: Asynchronous federated meta-learning with temporally weighted aggregation
S Liu, H Qu, Q Chen, W Jian, R Liu, L You
2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable …, 2022
52022
Improving parking occupancy prediction in poor data conditions through customization and learning to learn
H Qu, S Liu, Z Guo, L You, J Li
International Conference on Knowledge Science, Engineering and Management …, 2022
52022
AiFed: An adaptive and integrated mechanism for asynchronous federated data mining
L You, S Liu, T Wang, B Zuo, Y Chang, C Yuen
IEEE Transactions on Knowledge and Data Engineering, 2023
42023
ICMFed: An incremental and cost-efficient mechanism of federated meta-learning for driver distraction detection
Z Guo, L You, S Liu, J He, B Zuo
Mathematics 11 (8), 1867, 2023
42023
TWAFR-GRU: An integrated model for real-time charging station occupancy prediction
Q Chen, S Liu, H Qu, R Zhu, L You
2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable …, 2022
32022
AFM3D: An Asynchronous Federated Meta-Learning Framework for Driver Distraction Detection
S Liu, L You, R Zhu, B Liu, R Liu, H Yu, C Yuen
IEEE Transactions on Intelligent Transportation Systems, 2024
12024
Federated architecture for personal mobility service in autonomous transportation system
J He, Z Deng, S Liu, L You, M Zhou, M Cai, S Cheng
CICTP 2022, 23-33, 2022
12022
Efficiency-Improved Federated Learning Approaches for Time of Arrival Estimation
Z Huang, M Zhou, S Liu, L You
2023 8th International Conference on Models and Technologies for Intelligent …, 2023
2023
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