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Xiaoxi Zhang

FedMoE-DA: Federated Mixture of Experts via Domain Aware Fine-grained Aggregation

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Nov 04, 2024
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FedReMa: Improving Personalized Federated Learning via Leveraging the Most Relevant Clients

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Nov 04, 2024
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DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset

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Oct 20, 2023
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FedDD: Toward Communication-efficient Federated Learning with Differential Parameter Dropout

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Sep 01, 2023
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A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones

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Jul 19, 2023
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Serving Graph Neural Networks With Distributed Fog Servers For Smart IoT Services

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Jul 04, 2023
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Towards Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets

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Apr 22, 2023
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HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association

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Jan 16, 2023
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Towards Flexible Device Participation in Federated Learning for Non-IID Data

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Jun 12, 2020
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Machine Learning on Volatile Instances

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Mar 12, 2020
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