Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Sin Kit Lo

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions