Liangkun Yu

Jointly Optimizing Client Selection and Resource Management in Wireless Federated Learning for Internet of Things

Liangkun Yu, Rana Albelaihi, Xiang Sun et al. · IEEE Internet of Things Journal · 2021 · 136 citations

Engineering, Machine Learning, Federated Structure +19

Green Federated Learning via Energy-Aware Client Selection

Rana Albelaihi, Liangkun Yu, Warren D. Craft et al. · GLOBECOM 2022 - 2022 IEEE Global Communications Conference · 2022 · 32 citations

Deep-Reinforcement-Learning-Assisted Client Selection in Nonorthogonal-Multiple-Access-Based Federated Learning

Rana Albelaihi, Akhil Alasandagutti, Liangkun Yu et al. · IEEE Internet of Things Journal · 2023 · 30 citations

Artificial Intelligence, Engineering, Machine Learning +16

Backhaul-Aware Drone Base Station Placement and Resource Management for FSO-Based Drone-Assisted Mobile Networks

Liangkun Yu, Xiang Sun, Sihua Shao et al. · IEEE Transactions on Network Science and Engineering · 2023 · 28 citations

Wireless Communications, Free Space Optics, Engineering +18

Latency-Aware Semi-Synchronous Client Selection and Model Aggregation for Wireless Federated Learning

Liangkun Yu, Xiang Sun, Rana Albelaihi et al. · Future Internet · 2023 · 17 citations · Full text