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Hongfang Yu
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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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* This paper is submitted to IEEE Transaction on Cloud Computing 
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PerFED-GAN: Personalized Federated Learning via Generative Adversarial Networks


Feb 18, 2022
Xingjian Cao, Gang Sun, Hongfang Yu, Mohsen Guizani

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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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* Accepted by the 27th International Conference on Database Systems for Advanced Applications (DASFAA-2022), Hyderabad, India 
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Compacting Deep Neural Networks for Internet of Things: Methods and Applications


Mar 20, 2021
Ke Zhang, Hanbo Ying, Hong-Ning Dai, Lin Li, Yuangyuang Peng, Keyi Guo, Hongfang Yu

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* IEEE Internet of Things Journal, 2021 
 * 25 pages, 11 figures 
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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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