Shuqi Ke

12 papers A* 1B 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Non-Cooperative Multi-Agent Reinforcement Learning Exploiting Population Dynamics.
IEEE Trans. Netw. Sci. Eng.
Junling Li, Hao Zhang, Shuqi Ke, Jianwei Huang, Nan Chen, Xuemin Shen
2026 J jnl
Value-Based Pre-Training with Downstream Feedback.
CoRR
Shuqi Ke, Giulia Fanti
2025 J jnl
Characterizing the Training Dynamics of Private Fine-tuning with Langevin diffusion.
Trans. Mach. Learn. Res.
Shuqi Ke, Charlie Hou, Sewoong Oh, Giulia Fanti
2025 — conf
FgFEU-Net: A Fine-Grained Feature Extraction U-Net Model for Breast Tumor Segmentation Based on Transfer Learning.
EDGE
Guangxing Wang, Xiwei Dong, Jingjuan Guo, Seong Yoon Shin, Chao Zhang, Binbin Wang, Xianbin Li, Shuqi Ke
2025 — conf
The Real-Time Intelligent Transportation Detection System Based on Edge-Cloud Collaborative Computing.
EDGE
Tao Lin, Guangxing Wang, Xiwei Dong, Jingjuan Guo, Binbin Wang, Mali Yu, Shuqi Ke, Zhuolin Mei
2024 J jnl
Duopoly Business Competition in Cross-Silo Federated Learning.
IEEE Trans. Netw. Sci. Eng.
Chao Huang, Shuqi Ke, Xin Liu
2024 J jnl
How Can LLM Guide RL? A Value-Based Approach.
CoRR
Shenao Zhang, Sirui Zheng, Shuqi Ke, Zhihan Liu, Wanxin Jin, Jianbo Yuan, Yingxiang Yang, Hongxia Yang, Zhaoran Wang
2024 J jnl
On the Convergence of Differentially-Private Fine-tuning: To Linearly Probe or to Fully Fine-tune?
CoRR
Shuqi Ke, Charlie Hou, Giulia Fanti, Sewoong Oh
2024 A* conf
Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents.
ICML
Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang
2023 B conf
On the Impact of Label Noise in Federated Learning.
WiOpt
Shuqi Ke, Chao Huang, Xin Liu
2023 J jnl
Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency.
CoRR
Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang
2022 J jnl
Quantifying the Impact of Label Noise on Federated Learning.
CoRR
Shuqi Ke, Chao Huang, Xin Liu