Sin Kit Lo

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Reference Architecture

Literature Review

Failure Detection

Top Venues

IEEE Internet Things J.

Publications

Yue Liu, Sin Kit Lo, Qinghua Lu, Liming Zhu, Dehai Zhao, Xiwei Xu, Stefan Harrer, Jon Whittle
Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents. CoRR (2024)
Sin Kit Lo, Yue Liu, Guangsheng Yu, Qinghua Lu, Xiwei Xu, Liming Zhu
Distributed Trust Through the Lens of Software Architecture. CoRR (2023)
Sin Kit Lo, Yue Liu, Qinghua Lu, Chen Wang, Xiwei Xu, Hye-Young Paik, Liming Zhu
Toward Trustworthy AI: Blockchain-Based Architecture Design for Accountability and Fairness of Federated Learning Systems. IEEE Internet Things J. 10 (4) (2023)
Sin Kit Lo, Qinghua Lu, Liming Zhu, Hye-Young Paik, Xiwei Xu, Chen Wang
Architectural patterns for the design of federated learning systems. J. Syst. Softw. 191 (2022)
Sin Kit Lo, Qinghua Lu, Hye-Young Paik, Liming Zhu
A Decision Model for Federated Learning Architecture Pattern Selection. CoRR (2022)
Sin Kit Lo, Qinghua Lu, Hye-Young Paik, Liming Zhu
FLRA: A Reference Architecture for Federated Learning Systems. ECSA (2021)
Sin Kit Lo, Yue Liu, Qinghua Lu, Chen Wang, Xiwei Xu, Hye-Young Paik, Liming Zhu
Blockchain-based Trustworthy Federated Learning Architecture. CoRR (2021)
Weishan Zhang, Qinghua Lu, Qiuyu Yu, Zhaotong Li, Yue Liu, Sin Kit Lo, Shiping Chen, Xiwei Xu, Liming Zhu
Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT. IEEE Internet Things J. 8 (7) (2021)
Sin Kit Lo, Qinghua Lu, Chen Wang, Hye-Young Paik, Liming Zhu
A Systematic Literature Review on Federated Machine Learning: From a Software Engineering Perspective. ACM Comput. Surv. 54 (5) (2021)
Sin Kit Lo, Qinghua Lu, Hye-Young Paik, Liming Zhu
FLRA: A Reference Architecture for Federated Learning Systems. CoRR (2021)
Sin Kit Lo, Qinghua Lu, Liming Zhu, Hye-young Paik, Xiwei Xu, Chen Wang
Architectural Patterns for the Design of Federated Learning Systems. CoRR (2021)
Weishan Zhang, Tao Zhou, Qinghua Lu, Xiao Wang, Chunsheng Zhu, Haoyun Sun, Zhipeng Wang, Sin Kit Lo, Fei-Yue Wang
Dynamic-Fusion-Based Federated Learning for COVID-19 Detection. IEEE Internet Things J. 8 (21) (2021)
Sin Kit Lo, Qinghua Lu, Chen Wang, Hye-Young Paik, Liming Zhu
A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective. CoRR (2020)
Weishan Zhang, Qinghua Lu, Qiuyu Yu, Zhaotong Li, Yue Liu, Sin Kit Lo, Shiping Chen, Xiwei Xu, Liming Zhu
Blockchain-based Federated Learning for Failure Detection in Industrial IoT. CoRR (2020)
Weishan Zhang, Tao Zhou, Qinghua Lu, Xiao Wang, Chunsheng Zhu, Haoyun Sun, Zhipeng Wang, Sin Kit Lo, Feiyue Wang
Dynamic Fusion based Federated Learning for COVID-19 Detection. CoRR (2020)
Sin Kit Lo, Chee Sun Liew, Kok Soon Tey, Saad Mekhilef
An Interoperable Component-Based Architecture for Data-Driven IoT System. Sensors 19 (20) (2019)