Tiancheng Qin

15 papers Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
The role of local steps in local SGD.
Optim. Methods Softw.
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
2024 J jnl
Faster Convergence of Local SGD for Over-Parameterized Models.
Trans. Mach. Learn. Res.
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
2024 — conf
Learning ε-Nash equilibrium stationary policies in stochastic games with unknown independent chains using online mirror descent.
L4DC
Tiancheng Qin, S. Rasoul Etesami
2023 — conf
Communication-Efficient Local SGD for Over-Parametrized Models with Partial Participation.
CDC
Tiancheng Qin, Jayesh Yevale, S. Rasoul Etesami
2023 J jnl
Local Environment Poisoning Attacks on Federated Reinforcement Learning.
CoRR
Evelyn Ma, Tiancheng Qin, S. Rasoul Etesami
2023 J jnl
Scalable and Independent Learning of Nash Equilibrium Policies in n-Player Stochastic Games with Unknown Independent Chains.
CoRR
Tiancheng Qin, S. Rasoul Etesami
2022 — conf
Decentralized Federated Learning for Over-Parameterized Models.
CDC
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
2022 J jnl
Faster Convergence of Local SGD for Over-Parameterized Models.
CoRR
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
2022 J jnl
The Role of Local Steps in Local SGD.
CoRR
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
2022 J jnl
Theta-Resonance: A Single-Step Reinforcement Learning Method for Design Space Exploration.
CoRR
Masood S. Mortazavi, Tiancheng Qin, Ning Yan
2021 J jnl
A Randomized Algorithm for Generalized Accelerated Projection Method.
IEEE Control. Syst. Lett.
Tiancheng Qin, S. Rasoul Etesami
2021 — conf
Communication-Efficient Decentralized Local SGD over Undirected Networks.
CDC
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
2021 J jnl
Optimal Online Algorithms for File-Bundle Caching and Generalization to Distributed Caching.
ACM Trans. Model. Perform. Evaluation Comput. Syst.
Tiancheng Qin, S. Rasoul Etesami
2020 J jnl
Communication-efficient Decentralized Local SGD over Undirected Networks.
CoRR
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
2020 J jnl
Optimal Online Algorithms for File-Bundle Caching and Generalization to Distributed Caching.
CoRR
Tiancheng Qin, S. Rasoul Etesami