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Fan Lai — most-cited papers & profile · Federated Learning
← authors
·
overview
Fan Lai
6
papers ·
155
citations ·
0
h-index
University of Illinois Urbana-Champaign · Menlo School
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Oort: Efficient Federated Learning via Guided Participant Selection
2020 · 47 citations
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale
2021 · 39 citations
Fed-ensemble: Improving Generalization through Model Ensembling in Federated Learning
2021 · 14 citations
FedTrans: Efficient Federated Learning via Multi-Model Transformation
2024
Top co-authors
Mosharaf Chowdhury
· 4
Harsha V. Madhyastha
· 2
Xiangfeng Zhu
· 2
Jiachen Liu
· 1
Jiachen Liu
· 1
Naichen Shi
· 1
Raed Al Kontar
· 1
Sanjay S. Singapuram
· 1
Yinwei Dai
· 1
Yuxuan Zhu
· 1
Topics
Federated Learning
Optimization
Data Heterogeneity
Edge Computing