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Kin K. Leung

AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks

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Mar 19, 2024
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Joint State-Action Embedding for Efficient Reinforcement Learning

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Oct 12, 2020
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State Action Separable Reinforcement Learning

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Jun 05, 2020
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Fast-Fourier-Forecasting Resource Utilisation in Distributed Systems

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Jan 25, 2020
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Data Selection for Federated Learning with Relevant and Irrelevant Data at Clients

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Jan 22, 2020
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Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach

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Jan 16, 2020
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MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design

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Sep 19, 2019
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Energy-Efficient Radio Resource Allocation for Federated Edge Learning

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Jul 13, 2019
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Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems

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May 22, 2019
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Adaptive Federated Learning in Resource Constrained Edge Computing Systems

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Aug 02, 2018
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