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Zonghang Li

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Beyond Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization

Aug 10, 2023
Hongyang Du, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Yijing Lin, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Bo Ai, Haibo Zhou, Dong In Kim

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Effective Intrusion Detection in Highly Imbalanced IoT Networks with Lightweight S2CGAN-IDS

Jun 06, 2023
Caihong Wang, Du Xu, Zonghang Li, Dusit Niyato

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Enabling AI-Generated Content (AIGC) Services in Wireless Edge Networks

Jan 09, 2023
Hongyang Du, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Xuemin, Shen, Dong In Kim

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HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial Metaverse

Nov 07, 2022
Shenglai Zeng, Zonghang Li, Hongfang Yu, Zhihao Zhang, Long Luo, Bo Li, Dusit Niyato

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Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis

Sep 25, 2022
Jiawen Kang, Hongyang Du, Zonghang Li, Zehui Xiong, Shiyao Ma, Dusit Niyato, Yuan Li

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Aggregating Gradients in Encoded Domain for Federated Learning

Jun 09, 2022
Dun Zeng, Shiyu Liu, Siqi Liang, Zonghang Li, Zenglin Xu

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CoFED: Cross-silo Heterogeneous Federated Multi-task Learning via Co-training

Feb 17, 2022
Xingjian Cao, Zonghang Li, Hongfang Yu, Gang Sun

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Data Heterogeneity-Robust Federated Learning via Group Client Selection in Industrial IoT

Feb 03, 2022
Zonghang Li, Yihong He, Hongfang Yu, Jiawen Kang, Xiaoping Li, Zenglin Xu, Dusit Niyato

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Heterogeneous Federated Learning via Grouped Sequential-to-Parallel Training

Jan 31, 2022
Shenglai Zeng, Zonghang Li, Hongfang Yu, Yihong He, Zenglin Xu, Dusit Niyato, Han Yu

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Reinforcement Learning based QoS/QoE-aware Service Function Chaining in Software-Driven 5G Slices

Apr 06, 2018
Xi Chen, Zonghang Li, Yupeng Zhang, Ruiming Long, Hongfang Yu, Xiaojiang Du, Mohsen Guizani

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