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Congzheng Song — most-cited papers & profile · Federated Learning
← authors
·
overview
Congzheng Song
12
papers ·
541
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FLAIR: Federated Learning Annotated Image Repository
2022 · 4 citations
Samplable Anonymous Aggregation for Private Federated Data Analysis
2023 · 4 citations
Private Federated Statistics in an Interactive Setting
2022 · 3 citations
Training a Tokenizer for Free with Private Federated Learning
2022 · 1 citations
Private Federated Learning In Real World Application -- A Case Study
2025
Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices
2022
Population Expansion for Training Language Models with Private Federated Learning
2023
Momentum Approximation in Asynchronous Private Federated Learning
2024
pfl-research: simulation framework for accelerating research in Private Federated Learning
2024
Top co-authors
Mona Chitnis
· 5
Filip Granqvist
· 4
Kunal Talwar
· 3
Rogier Van Dalen
· 3
Vojta Jina
· 3
Albert Liu
· 2
Audra McMillan
· 2
David Park
· 2
Gianni Parsa
· 2
Junye Chen
· 2
Martin Pelikán
· 2
Mike Chatzidakis
· 2
Topics
Federated Learning
Privacy