Tiancheng Qin

According to our database, Tiancheng Qin authored at least 10 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Scalable and Independent Learning of Nash Equilibrium Policies in n-Player Stochastic Games with Unknown Independent Chains.

Tiancheng Qin, S. Rasoul Etesami

CoRR, 2023

Local Environment Poisoning Attacks on Federated Reinforcement Learning.

Evelyn Ma, Tiancheng Qin, S. Rasoul Etesami

CoRR, 2023

Communication-Efficient Local SGD for Over-Parametrized Models with Partial Participation.

Tiancheng Qin, Jayesh Yevale, S. Rasoul Etesami

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Theta-Resonance: A Single-Step Reinforcement Learning Method for Design Space Exploration.

Masood S. Mortazavi, Tiancheng Qin, Ning Yan

CoRR, 2022

The Role of Local Steps in Local SGD.

Tiancheng Qin, S. Rasoul Etesami, César A. Uribe

CoRR, 2022

Faster Convergence of Local SGD for Over-Parameterized Models.

Tiancheng Qin, S. Rasoul Etesami, César A. Uribe

CoRR, 2022

Decentralized Federated Learning for Over-Parameterized Models.

Tiancheng Qin, S. Rasoul Etesami, César A. Uribe

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Optimal Online Algorithms for File-Bundle Caching and Generalization to Distributed Caching.

Tiancheng Qin, S. Rasoul Etesami

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2021

A Randomized Algorithm for Generalized Accelerated Projection Method.

Tiancheng Qin, S. Rasoul Etesami

IEEE Control. Syst. Lett., 2021

Communication-Efficient Decentralized Local SGD over Undirected Networks.

Tiancheng Qin, S. Rasoul Etesami, César A. Uribe

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021