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Sheng Liu
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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
372022
Fed2a: Federated learning mechanism in asynchronous and adaptive modes
S Liu, Q Chen, L You
Electronics 11 (9), 1393, 2022
182022
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
112022
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
72023
Federated and asynchronized learning for autonomous and intelligent things
L You, S Liu, B Zuo, C Yuen, D Niyato, HV Poor
IEEE Network, 2023
62023
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
62023
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
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
FedRSM: Representational-Similarity-Based Secured Model Uploading for Federated Learning
G Chen, S Liu, X Yang, T Wang, L You, F Xia
2023 IEEE 22nd International Conference on Trust, Security and Privacy in …, 2023
2023
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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