Cyril Leung

Dynamic Contract Design for Federated Learning in Smart Healthcare Applications

2020 · IEEE Internet of Things Journal

Currently, the data collected by the Internet of Healthcare Things, i.e., healthcare oriented Internet of Things (IoT), still rely on cloud-based centralized data aggregation and processing. To reduce the need for transmission of data to …

Towards Fairness-Aware Federated Learning

2021 · arXiv (Cornell University)

Recent advances in Federated Learning (FL) have brought large-scale collaborative machine learning opportunities for massively distributed clients with performance and data privacy guarantees. However, most current works focus on the interest of the central controller …