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Xiaoxi Zhang

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DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset

Oct 20, 2023
Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen

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FedDD: Toward Communication-efficient Federated Learning with Differential Parameter Dropout

Sep 01, 2023
Zhiying Feng, Xu Chen, Qiong Wu, Wen Wu, Xiaoxi Zhang, Qianyi Huang

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A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones

Jul 19, 2023
Liekang Zeng, Haowei Chen, Daipeng Feng, Xiaoxi Zhang, Xu Chen

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Serving Graph Neural Networks With Distributed Fog Servers For Smart IoT Services

Jul 04, 2023
Liekang Zeng, Xu Chen, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou

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Towards Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets

Apr 22, 2023
Huirong Ma, Zhi Zhou, Xiaoxi Zhang, Xu Chen

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HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association

Jan 16, 2023
Qiong Wu, Xu Chen, Tao Ouyang, Zhi Zhou, Xiaoxi Zhang, Shusen Yang, Junshan Zhang

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Towards Flexible Device Participation in Federated Learning for Non-IID Data

Jun 12, 2020
Yichen Ruan, Xiaoxi Zhang, Shu-Che Liang, Carlee Joe-Wong

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Machine Learning on Volatile Instances

Mar 12, 2020
Xiaoxi Zhang, Jianyu Wang, Gauri Joshi, Carlee Joe-Wong

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Observe Before Play: Multi-armed Bandit with Pre-observations

Nov 21, 2019
Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong

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