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Marie Siew — most-cited papers & profile · Federated Learning
← authors
·
overview
Marie Siew
9
papers ·
27
citations ·
8
h-index
Singapore University of Technology and Design
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Fair Concurrent Training of Multiple Models in Federated Learning
2024 · 1 citations
FedSteer: Taming Extreme Gradient Staleness in Federated Learning with Corrective Projections and Caching
2026
Accelerating Privacy-Preserving Federated Learning in Large-Scale LEO Satellite Systems
2025
Towards Optimal Heterogeneous Client Sampling in Multi-Model Federated Learning
2025
Top co-authors
Rachid El-Azouzi
· 2
and Carlee Joe-Wong
· 1
Binbin Chen
· 1
Binquan Guo
· 1
Cain\~a Figueiredo Pereira
· 1
Carlee Joe-Wong
· 1
Carlee Joe-Wong
· 1
Edmund Yeh
· 1
Haoran Zhang
· 1
Haoran Zhang
· 1
Haoran Zhang
· 1
Jong-Ik Park
· 1
Topics
Federated Learning
Optimization
Communication
Data Heterogeneity
Privacy