Shuqi Ke

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Autonomous Learning

Cooperative Multi Agent

Learning Problems

Top Venues

IEEE Trans. Netw. Sci. Eng.

Publications

Shuqi Ke, Charlie Hou, Giulia Fanti, Sewoong Oh
On the Convergence of Differentially-Private Fine-tuning: To Linearly Probe or to Fully Fine-tune? CoRR (2024)
Chao Huang, Shuqi Ke, Xin Liu
Duopoly Business Competition in Cross-Silo Federated Learning. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Shenao Zhang, Sirui Zheng, Shuqi Ke, Zhihan Liu, Wanxin Jin, Jianbo Yuan, Yingxiang Yang, Hongxia Yang, Zhaoran Wang
How Can LLM Guide RL? A Value-Based Approach. CoRR (2024)
Shuqi Ke, Chao Huang, Xin Liu
On the Impact of Label Noise in Federated Learning. WiOpt (2023)
Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang
Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency. CoRR (2023)
Shuqi Ke, Chao Huang, Xin Liu
Quantifying the Impact of Label Noise on Federated Learning. CoRR (2022)