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Blockchain-based Trustworthy Federated Learning Architecture

Aug 16, 2021
Sin Kit Lo, Yue Liu, Qinghua Lu, Chen Wang, Xiwei Xu, Hye-Young Paik, Liming Zhu

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FLRA: A Reference Architecture for Federated Learning Systems

Jun 22, 2021
Sin Kit Lo, Qinghua Lu, Hye-Young Paik, Liming Zhu

* Accepted by ECSA 2021 

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Architectural Patterns for the Design of Federated Learning Systems

Jan 07, 2021
Sin Kit Lo, Qinghua Lu, Liming Zhu, Hye-young Paik, Xiwei Xu, Chen Wang

* Submitted to Elsevier's Journal of Systems and Software, Special issue on Software Architecture and Artificial Intelligence 

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Dynamic Fusion based Federated Learning for COVID-19 Detection

Sep 26, 2020
Weishan Zhang, Tao Zhou, Qinghua Lu, Xiao Wang, Chunsheng Zhu, Haoyun Sun, Zhipeng Wang, Sin Kit Lo, Fei-Yue Wang

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A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective

Jul 27, 2020
Sin Kit Lo, Qinghua Lu, Chen Wang, Hye-Young Paik, Liming Zhu

* Submitted to ACM CSUR on 27 Jul 2020 

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