| 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 | 43 | 2022 |
| Fed2a: Federated learning mechanism in asynchronous and adaptive modes S Liu, Q Chen, L You Electronics 11 (9), 1393, 2022 | 21 | 2022 |
| 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 | 11 | 2022 |
| Federated and asynchronized learning for autonomous and intelligent things L You, S Liu, B Zuo, C Yuen, D Niyato, HV Poor IEEE Network, 2023 | 8 | 2023 |
| 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 | 8 | 2023 |
| 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 | 7 | 2023 |
| 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 | 6 | 2022 |
| 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 | 5 | 2022 |
| 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 | 3 | 2024 |
| 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 | 3 | 2022 |
| 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 | 1 | 2022 |
| FedRC: Representational Consistency Guided Model Uploading Mechanism for Asynchronous Federated Learning S Liu, L You, Y Zhou International Conference on Mobile and Ubiquitous Systems: Computing …, 2023 | | 2023 |
| 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 |
Linlin YouSchool of Intelligent Systems Engineering, Sun Yat-sen UniversityVerified email at mail.sysu.edu.cn
