Sin Kit Lo

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

Weishan Zhang, Tao Zhou, Qinghua Lu et al. · IEEE Internet of Things Journal · 2021 · 310 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

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

Weishan Zhang, Qinghua Lu, Qiuyu Yu et al. · IEEE Internet of Things Journal · 2020 · 284 citations

Engineering, Machine Learning, Information Security +20

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

Sin Kit Lo, Yue Liu, Qinghua Lu et al. · IEEE Internet of Things Journal · 2022 · 101 citations

Artificial Intelligence, Local Model Updates, Engineering +22

Architectural patterns for the design of federated learning systems

Sin Kit Lo, Qinghua Lu, Liming Zhu et al. · Journal of Systems and Software · 2022 · 89 citations

Engineering, Federated Systems, Federated Learning +6

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

Sin Kit Lo, Qinghua Lu, Chen Wang et al. · arXiv (Cornell University) · 2020 · 36 citations · Full text

Artificial Intelligence, Local Model Updates, Engineering +21