Xicong Shen

According to our database, Xicong Shen authored at least 6 papers between 2019 and 2025.

Collaborative distances:

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

2025

SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework.

Xicong Shen, Yang Liu, Yi Liu, Peiran Wang, Huiqi Liu, Jue Hong, Bing Duan, Zirui Huang, Yunlong Mao, Ye Wu, Sheng Zhong

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

Privacy-Preserving Federated Learning Against Label-Flipping Attacks on Non-IID Data.

Xicong Shen, Ying Liu, Fu Li, Chunguang Li

IEEE Internet Things J., January, 2024

2023

A Split-and-Privatize Framework for Large Language Model Fine-Tuning.

Xicong Shen, Yang Liu, Huiqi Liu, Jue Hong, Bing Duan, Zirui Huang, Yunlong Mao, Ye Wu, Di Wu

CoRR, 2023

2022

Privacy-Preserving Distributed Estimation Over Multitask Networks.

Xicong Shen, Ying Liu

IEEE Trans. Aerosp. Electron. Syst., 2022

Performance-Enhanced Federated Learning With Differential Privacy for Internet of Things.

Xicong Shen, Ying Liu, Zhaoyang Zhang

IEEE Internet Things J., 2022

2019

Distributed Differential Utility/Cost Analysis for Privacy Protection.

Xicong Shen, Ying Liu

IEEE Signal Process. Lett., 2019