Sheng Liu

A Triple-Step Asynchronous Federated Learning Mechanism for Client Activation, Interaction Optimization, and Aggregation Enhancement

Linlin You, Sheng Liu, Yi Chang et al. · IEEE Internet of Things Journal · 2022 · 68 citations

Artificial Intelligence, Engineering, Machine Learning +21

Fed2A: Federated Learning Mechanism in Asynchronous and Adaptive Modes

Sheng Liu, Qiyang Chen, Linlin You · Electronics · 2022 · 22 citations · Full text

Decentralized Machine Learning, Machine Learning, Data Science +13

AFM3D: An Asynchronous Federated Meta-Learning Framework for Driver Distraction Detection

Sheng Liu, Linlin You, Rui Zhu et al. · IEEE Transactions on Intelligent Transportation Systems · 2024 · 21 citations

Federated and Asynchronized Learning for Autonomous and Intelligent Things

Linlin You, Sheng Liu, Bing-Ran Zuo et al. · IEEE Network · 2023 · 19 citations

Artificial Intelligence, Engineering, Federated Structure +17

Adaptation and Learning to Learn (ALL): An Integrated Approach for Small-Sample Parking Occupancy Prediction

Haohao Qu, Sheng Liu, Jun Li et al. · Mathematics · 2022 · 16 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22