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Sin Kit Lo
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Dynamic-Fusion-Based Federated Learning for COVID-19 Detection
W Zhang, T Zhou, Q Lu, X Wang, C Zhu, H Sun, Z Wang, SK Lo, FY Wang
IEEE Internet of Things Journal 8 (21), 15884-15891, 2021
2532021
Blockchain-based federated learning for device failure detection in industrial IoT
W Zhang, Q Lu, Q Yu, Z Li, Y Liu, SK Lo, S Chen, X Xu, L Zhu
IEEE Internet of Things Journal 8 (7), 5926-5937, 2020
2052020
A Systematic Literature Review on Federated Machine Learning: From a Software Engineering Perspective
SK Lo, Q Lu, C Wang, HY Paik, L Zhu
ACM Computing Surveys (CSUR) 54 (5), 1-39, 2021
1602021
Towards Trustworthy AI: Blockchain-based Architecture Design for Accountability and Fairness of Federated Learning Systems
SK Lo, Y Liu, Q Lu, C Wang, X Xu, HY Paik, L Zhu
IEEE Internet of Things Journal, 2022
83*2022
Architectural patterns for the design of federated learning systems
SK Lo, Q Lu, L Zhu, H Paik, X Xu, C Wang
Journal of Systems and Software 191, 111357, 2022
632022
FLRA: A reference architecture for federated learning systems
SK Lo, Q Lu, HY Paik, L Zhu
Software Architecture: 15th European Conference, ECSA 2021, Virtual Event …, 2021
232021
An Interoperable Component-Based Architecture for Data-Driven IoT System
SK Lo, CS Liew, KS Tey, S Mekhilef
Sensors 19 (20), 4354, 2019
182019
Distributed Trust Through the Lens of Software Architecture
SK Lo, Y Liu, G Yu, Q Lu, X Xu, L Zhu
arXiv preprint arXiv:2306.08056, 2023
2023
Software Architecture Design for Federated Learning Systems
SK Lo
UNSW Sydney, 2023
2023
A Decision Model for Federated Learning Architecture Pattern Selection
S Kit Lo, Q Lu, HY Paik, L Zhu
arXiv e-prints, arXiv: 2204.13291, 2022
2022
Blockchain-based Trustworthy Federated Learning Architecture
S Kit Lo, Y Liu, Q Lu, C Wang, X Xu, HY Paik, L Zhu
arXiv e-prints, arXiv: 2108.06912, 2021
2021
Eliciting Semantic Types of Legal Norms in Korean Legislation with Deep Learning
HP Lam, TT Phan, M Hashmi, KH The, SK Lo, Y Choi
International Joint Conference on Knowledge Discovery, Knowledge Engineering …, 2020
2020
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