Kun Guo

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 15

Top Topics

Fractional Programming

Continuous Stream

Communication Systems

Sparsely Connected

Top Venues

IEEE Internet Things J.

IEEE Trans. Wirel. Commun.

IEEE Trans. Serv. Comput.

Publications

Danhao Deng, Chaowei Wang, Lexi Xu, Fan Jiang, Kun Guo, Zhi Zhang, Weidong Wang, Tony Q. S. Quek, Ping Zhang
Semantic Communication Empowered NTN for IoT: Benefits and Challenges. IEEE Netw. 38 (4) (2024)
Haitao Zhao, Yuhao Tan, Kun Guo, Wenchao Xia, Bo Xu, Tony Q. S. Quek
Client Scheduling for Multiserver Federated Learning in Industrial IoT With Unreliable Communications. IEEE Internet Things J. 11 (9) (2024)
Marie Siew, Shikhar Sharma, Kun Guo, Desmond W. H. Cai, Wanli Wen, Carlee Joe-Wong, Tony Q. S. Quek
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework. IEEE Trans. Serv. Comput. 17 (1) (2024)
Puguang An, Peng Yang, Xianbin Cao, Kun Guo, Yue Gao, Tony Q. S. Quek
Energy-Efficient URLLC Service Provision via a Near-Space Information Network. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Yongquan Wei, Xijun Wang, Kun Guo, Howard H. Yang, Xiang Chen
FedDS: Data Selection for Streaming Federated Learning with Limited Storage. WCNC (2024)
Yanli Yuan, De Wen Soh, Kun Guo, Zehui Xiong, Tony Q. S. Quek
Joint Network Topology Inference via Structural Fusion Regularization. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Chaoqun You, Kun Guo, Gang Feng, Peng Yang, Tony Q. S. Quek
Automated Federated Learning in Mobile-Edge Networks - Fast Adaptation and Convergence. IEEE Internet Things J. 10 (15) (2023)
Chunhui Feng, Qinghai Yang, Tony Q. S. Quek, Weihua Wu, Kun Guo
Spatially-Temporally Collaborative Service Placement and Task Scheduling in MEC Networks. IEEE Trans. Veh. Technol. 72 (12) (2023)
Yuzhu Wang, Kun Guo, Wei Hong, Qin Mu, Zhongyuan Zhao
Split Learning in Wireless Networks: A Communication and Computation Adaptive Scheme. ICCC (2023)
Ziye Jia, Chao Dong, Kun Guo, Qihui Wu
The Potential of LEO Satellites in 6G Space-Air-Ground Enabled Access Networks. CoRR (2023)
Haitao Zhao, Zhiyuan Chen, Wenchao Xia, Kun Guo, Yiyang Ni, Kunlun He
Deep unfolding based optimization framework of fractional programming for wireless communication systems. Wirel. Networks 29 (5) (2023)
Chaoqun You, Kun Guo, Howard H. Yang, Tony Q. S. Quek
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks. IEEE Trans. Wirel. Commun. 22 (11) (2023)
Hongguang Sun, Yajun Ma, Tony Q. S. Quek, Xijun Wang, Kun Guo, Hongming Zhang
MDC Enhanced IoT Networks: Network Modeling and Performance Analysis. IEEE Trans. Green Commun. Netw. 7 (2) (2023)
Yuhao Tan, Haitao Zhao, Wenchao Xia, Qin Wang, Kun Guo, Bo Xu, Tony Q. S. Quek
Client Scheduling for Unreliable Semi-Decentralized Federated Learning. ICCT (2023)
Yongquan Wei, Xijun Wang, Kun Guo, Howard H. Yang, Xinghua Sun, Xiang Chen
Joint Local Training and Device Scheduling for Heterogeneous Federated Learning. WCSP (2023)