Feng Zhu

13 papers B 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Short and Unified Convergence Analysis of the SAG, SAGA, and IAG Algorithms.
CoRR
Feng Zhu, Robert W. Heath Jr., Aritra Mitra
2026 J jnl
Achieving Tighter Finite-Time Rates for Heterogeneous Federated Stochastic Approximation under Markovian Sampling.
Trans. Mach. Learn. Res.
Feng Zhu, Aritra Mitra, Robert W. Heath Jr.
2025 J jnl
Achieving Tighter Finite-Time Rates for Heterogeneous Federated Stochastic Approximation under Markovian Sampling.
CoRR
Feng Zhu, Aritra Mitra, Robert W. Heath Jr.
2025 — conf
Distributed Stochastic Approximation with Constant Communication.
IEEECONF
Feng Zhu, Aritra Mitra, Robert W. Heath Jr.
2024 J jnl
STSyn: Speeding Up Local SGD With Straggler-Tolerant Synchronization.
IEEE Trans. Signal Process.
Feng Zhu, Jingjing Zhang, Xin Wang
2024 — conf
Towards Fast Rates for Federated and Multi-Task Reinforcement Learning.
CDC
Feng Zhu, Robert W. Heath Jr., Aritra Mitra
2024 J jnl
Towards Fast Rates for Federated and Multi-Task Reinforcement Learning.
CoRR
Feng Zhu, Robert W. Heath Jr., Aritra Mitra
2023 J jnl
Communication-efficient local SGD with age-based worker selection.
J. Supercomput.
Feng Zhu, Jingjing Zhang, Xin Wang
2023 J jnl
DRAG: Divergence-based Adaptive Aggregation in Federated learning on Non-IID Data.
CoRR
Feng Zhu, Jingjing Zhang, Shengyun Liu, Xin Wang
2022 J jnl
Adaptive Worker Grouping For Communication-Efficient and Straggler-Tolerant Distributed SGD.
CoRR
Feng Zhu, Jingjing Zhang, Osvaldo Simeone, Xin Wang
2022 B conf
Adaptive Worker Grouping for Communication-Efficient and Straggler-Tolerant Distributed SGD.
ISIT
Feng Zhu, Jingjing Zhang, Osvaldo Simeone, Xin Wang
2022 J jnl
Communication-Efficient Local SGD with Age-Based Worker Selection.
CoRR
Feng Zhu, Jingjing Zhang, Xin Wang
2022 J jnl
STSyn: Speeding Up Local SGD with Straggler-Tolerant Synchronization.
CoRR
Feng Zhu, Jingjing Zhang, Xin Wang