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Tony Q. S. Quek

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Novel Online-Offline MA2C-DDPG for Efficient Spectrum Allocation and Trajectory Optimization in Dynamic Spectrum Sharing UAV Networks

Aug 04, 2023
Rui Ding, Fuhui Zhou, Yuben Qu, Chao Dong, Qihui Wu, Tony Q. S. Quek

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QoE-Driven Video Transmission: Energy-Efficient Multi-UAV Network Optimization

Jul 23, 2023
Kesong Wu, Xianbin Cao, Peng Yang, Zongyang Yu, Dapeng Oliver Wu, Tony Q. S. Quek

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Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning

Jun 17, 2023
Zihan Chen, Howard H. Yang, Tony Q. S. Quek

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Physical-layer Adversarial Robustness for Deep Learning-based Semantic Communications

May 12, 2023
Guoshun Nan, Zhichun Li, Jinli Zhai, Qimei Cui, Gong Chen, Xin Du, Xuefei Zhang, Xiaofeng Tao, Zhu Han, Tony Q. S. Quek

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Deep Learning and Image Super-Resolution-Guided Beam and Power Allocation for mmWave Networks

May 08, 2023
Yuwen Cao, Tomoaki Ohtsuki, Setareh Maghsudi, Tony Q. S. Quek

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Energy-Efficient URLLC Service Provision via a Near-Space Information Network

May 05, 2023
Puguang An, Xianbin Cao, Peng Yang, Kun Guo, Yue Gao, Tony Q. S. Quek

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DPP-based Client Selection for Federated Learning with Non-IID Data

Mar 30, 2023
Yuxuan Zhang, Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek

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Automated Federated Learning in Mobile Edge Networks -- Fast Adaptation and Convergence

Mar 23, 2023
Chaoqun You, Kun Guo, Gang Feng, Peng Yang, Tony Q. S. Quek

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