Liangkun Yu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Resource Management

Reinforcement Learning

Mobile Networks

Top Venues

IEEE Internet Things J.

Publications

Liangkun Yu, Zhirun Li, Jingjing Yao, Xiang Sun
Transformer-Based Multi-Agent Reinforcement Learning for Multiple Unmanned Aerial Vehicle Coordination in Air Corridors. ICC Workshops (2024)
Liangkun Yu, Xiang Sun, Rana Albelaihi, Chaeeun Park, Sihua Shao
Dynamic Client Clustering, Bandwidth Allocation, and Workload Optimization for Semi-synchronous Federated Learning. CoRR (2024)
Xiang Sun, Liangkun Yu, Tianrun Zhang
Latency Aware Transmission Scheduling for Steerable Free Space Optics. IEEE Trans. Mob. Comput. 22 (4) (2023)
Liangkun Yu, Xiang Sun, Rana Albelaihi, Chen Yi
Latency-Aware Semi-Synchronous Client Selection and Model Aggregation for Wireless Federated Learning. Future Internet 15 (11) (2023)
Liangkun Yu, Xiang Sun, Sihua Shao, Yougan Chen, Rana Albelaihi
Backhaul-Aware Drone Base Station Placement and Resource Management for FSO-Based Drone-Assisted Mobile Networks. IEEE Trans. Netw. Sci. Eng. 10 (3) (2023)
Rana Albelaihi, Akhil Alasandagutti, Liangkun Yu, Jingjing Yao, Xiang Sun
Deep-Reinforcement-Learning-Assisted Client Selection in Nonorthogonal-Multiple-Access-Based Federated Learning. IEEE Internet Things J. 10 (17) (2023)
Xiang Sun, Liangkun Yu, Abee Alazzwi
Free Space Optics as Full Duplex Fronthauling for Drone-Assisted Mobile Networks. WOCC (2023)
Liangkun Yu, Rana Albelaihi, Xiang Sun, Nirwan Ansari, Michael Devetsikiotis
Jointly Optimizing Client Selection and Resource Management in Wireless Federated Learning for Internet of Things. IEEE Internet Things J. 9 (6) (2022)
Liangkun Yu, Xiang Sun, Rana Albelaihi, Chen Yi
Latency Aware Semi-synchronous Client Selection and Model Aggregation for Wireless Federated Learning. CoRR (2022)
Rana Albelaihi, Liangkun Yu, Warren D. Craft, Xiang Sun, Chonggang Wang, Robert Gazda
Green Federated Learning via Energy-Aware Client Selection. GLOBECOM (2022)
Liangkun Yu, Xiang Sun, Sihua Shao, Yougan Chen, Rana Albelaihi
Backhaul-Aware Drone Base Station Placement and Resource Management for FSO based Drone Assisted Mobile Networks. CoRR (2021)
Xiang Sun, Liangkun Yu, Yin Yang
Jointly optimizing user clustering, power management, and wireless channel allocation for NOMA-based Internet of Things. Digit. Commun. Networks 7 (1) (2021)
Rana Albelaihi, Xiang Sun, Warren D. Craft, Liangkun Yu, Chonggang Wang
Adaptive Participant Selection in Heterogeneous Federated Learning. GLOBECOM (2021)