Sin Kit Lo

According to our database, Sin Kit Lo authored at least 12 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Toward Trustworthy AI: Blockchain-Based Architecture Design for Accountability and Fairness of Federated Learning Systems.

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

IEEE Internet Things J., February, 2023

Software Architecture Design for Federated Learning Systems.

Sin Kit Lo

PhD thesis, 2023

Distributed Trust Through the Lens of Software Architecture.

Sin Kit Lo, Yue Liu, Guangsheng Yu, Qinghua Lu, Xiwei Xu, Liming Zhu

CoRR, 2023

2022

Architectural patterns for the design of federated learning systems.

Sin Kit Lo, Qinghua Lu, Liming Zhu, Hye-Young Paik, Xiwei Xu, Chen Wang

J. Syst. Softw., 2022

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

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

ACM Comput. Surv., 2022

A Decision Model for Federated Learning Architecture Pattern Selection.

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

CoRR, 2022

2021

Dynamic-Fusion-Based Federated Learning for COVID-19 Detection.

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

IEEE Internet Things J., 2021

Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT.

Weishan Zhang, Qinghua Lu, Qiuyu Yu, Zhaotong Li, Yue Liu, Sin Kit Lo, Shiping Chen, Xiwei Xu, Liming Zhu

IEEE Internet Things J., 2021

Blockchain-based Trustworthy Federated Learning Architecture.

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

CoRR, 2021

FLRA: A Reference Architecture for Federated Learning Systems.

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

Proceedings of the Software Architecture - 15th European Conference, 2021

2020

Blockchain-based Federated Learning for Failure Detection in Industrial IoT.

Weishan Zhang, Qinghua Lu, Qiuyu Yu, Zhaotong Li, Yue Liu, Sin Kit Lo, Shiping Chen, Xiwei Xu, Liming Zhu

CoRR, 2020

2019

An Interoperable Component-Based Architecture for Data-Driven IoT System.

Sin Kit Lo, Chee Sun Liew, Kok Soon Tey, Saad Mekhilef

Sensors, 2019