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Evan Chen — most-cited papers & profile · Federated Learning
← authors
·
overview
Evan Chen
5
papers ·
3
citations ·
6
h-index
Palo Alto University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
2024 · 3 citations
Federated Foundation Models in Harsh Wireless Environments: Prospects, Challenges, and Future Directions
2025
Differentially-Private Multi-Tier Federated Learning: A Formal Analysis and Evaluation
2025
A Hierarchical Gradient Tracking Algorithm for Mitigating Subnet-Drift in Fog Learning Networks
2024
Taming Subnet-Drift in D2D-Enabled Fog Learning: A Hierarchical Gradient Tracking Approach
2023
Top co-authors
Christopher G. Brinton
· 3
Shiqiang Wang
· 3
Dong-Jun Han
· 2
and Christopher G. Brinton
· 1
Christopher G. Brinton
· 1
David J. Love
· 1
Frank Po-Chen Lin
· 1
Seyyedali Hosseinalipour
· 1
Wenzhi Fang
· 1
Topics
Federated Learning
Communication
Optimization
Privacy
Data Heterogeneity