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Siqi Li — most-cited papers & profile · Federated Learning
← authors
·
overview
Siqi Li
23
papers ·
3
citations ·
0
h-index
Jilin Normal University · Chinese Academy of Sciences · Institute of Tibetan Plateau Research · Sichuan University of Science and Engineering
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Most-cited papers
Developing Federated Time-to-Event Scores Using Heterogeneous Real-World Survival Data
2024 · 1 citations
Communication-Efficient Federated Risk Difference Estimation for Time-to-Event Clinical Outcomes
2026
Toward Fair Federated Learning under Demographic Disparities and Data Imbalance
2025
FairFML: Fair Federated Machine Learning with a Case Study on Reducing Gender Disparities in Cardiac Arrest Outcome Prediction
2024
FedScore: A privacy-preserving framework for federated scoring system development
2023
Federated and distributed learning applications for electronic health records and structured medical data: A scoping review
2023
Federated Learning for Clinical Structured Data: A Benchmark Comparison of Engineering and Statistical Approaches
2023
Top co-authors
Nan Liu
· 7
Chuan Hong
· 5
Qiming Wu
· 4
Hamed Haddadi
· 2
Xin Li
· 2
Ziwen Wang
· 2
Daniel Shu Wei Ting
· 1
Danny D'Agostino
· 1
Han Yuan
· 1
Huazhu Fu
· 1
Mingxuan Liu
· 1
Xinru Wang
· 1
Topics
Federated Learning
Privacy
stat.ML
cs.AI
cs.LG