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Mingyue Ji — most-cited papers & profile · Federated Learning
← authors
·
overview
Mingyue Ji
11
papers ·
23
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
A Unified Analysis of Federated Learning with Arbitrary Client Participation
2022 · 17 citations
On the Information Theoretic Secure Aggregation with Uncoded Groupwise Keys
2022 · 4 citations
Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding
2021 · 2 citations
Communication-Efficient Device Scheduling for Federated Learning Using Lyapunov Optimization
2025
Fundamental Limits of Hierarchical Secure Aggregation with Cyclic User Association
2025
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks
2021
Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization
2022
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks
2022
Federated Learning with Flexible Control
2022
A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging
2023
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization
2024
Top co-authors
Shiqiang Wang
· 6
Hankyul Baek
· 3
Jihong Park
· 3
Mehdi Bennis
· 3
Soyi Jung
· 3
Won Joon Yun
· 3
Giuseppe Caire
· 2
Jake Perazzone
· 2
Joongheon Kim
· 2
Kai Wan
· 2
Yunseok Kwak
· 2
and Joongheon Kim
· 1
Topics
Federated Learning
Communication
Optimization
Security
Privacy
Data Heterogeneity