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Yuejie Chi — most-cited papers & profile · Federated Learning
← authors
·
overview
Yuejie Chi
51
papers ·
295
citations ·
34
h-index
Yale University · Carnegie Mellon University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction
2019 · 11 citations
SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression
2022 · 10 citations
BEER: Fast $O(1/T)$ Rate for Decentralized Nonconvex Optimization with Communication Compression
2022 · 6 citations
The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond
2023 · 4 citations
DESTRESS: Computation-Optimal and Communication-Efficient Decentralized Nonconvex Finite-Sum Optimization
2021 · 3 citations
Communication-efficient Vertical Federated Learning via Compressed Error Feedback
2024 · 2 citations
Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning
2023 · 1 citations
The Sample-Communication Complexity Trade-off in Federated Q-Learning
2024 · 1 citations
Sample Complexity of Average-Reward Q-Learning: From Single-agent to Federated Reinforcement Learning
2026
Characterizing the Accuracy-Communication-Privacy Trade-off in Distributed Stochastic Convex Optimization
2025
Vertical Federated Learning with Missing Features During Training and Inference
2024
Communication-Efficient Federated Optimization over Semi-Decentralized Networks
2023
A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning
2023
Escaping Saddle Points in Heterogeneous Federated Learning via Distributed SGD with Communication Compression
2023
Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices
2024
Top co-authors
Boyue Li
· 4
Zhize Li
· 4
Jiin Woo
· 3
Pedro Valdeira
· 3
Gauri Joshi
· 2
Haoyu Zhao
· 2
Shicong Cen
· 2
Sudeep Salgia
· 2
Yuxin Chen
· 2
Cl\'audia Soares
· 1
Cláudia Soares
· 1
Gauri Joshi
· 1
Topics
Federated Learning
Communication
Optimization
Privacy
Data Heterogeneity