Guanzhong Chen

According to our database, Guanzhong Chen authored at least 11 papers between 2021 and 2025.

Collaborative distances:

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

2025

Heterogeneous Group-Based Reinforcement Learning for LLM-based Multi-Agent Systems.

Guanzhong Chen, Shaoxiong Yang, Chao Li, Wei Liu, Jian Luan, Zenglin Xu

CoRR, June, 2025

From continuous pre-training to alignment: A comprehensive toolkit for large language models in federated learning.

Zhuo Zhang, Yukun Zhang, Guanzhong Chen, Lizhen Qu, Xun Zhou, Hui Wang, Zenglin Xu

Neurocomputing, 2025

CENTAUR: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference.

Jinglong Luo, Guanzhong Chen, Yehong Zhang, Shiyu Liu, Hui Wang, Yue Yu, Xun Zhou, Yuan Qi, Zenglin Xu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

A Survey of Trustworthy Federated Learning: Issues, Solutions, and Challenges.

Yifei Zhang, Dun Zeng, Jinglong Luo, Xinyu Fu, Guanzhong Chen, Zenglin Xu, Irwin King

ACM Trans. Intell. Syst. Technol., December, 2024

gLSM: Using GPGPU to Accelerate Compactions in LSM-tree-based Key-value Stores.

Hui Sun, Jinfeng Xu, Xiangxiang Jiang, Guanzhong Chen, Yinliang Yue, Xiao Qin

ACM Trans. Storage, 2024

FedCVD: The First Real-World Federated Learning Benchmark on Cardiovascular Disease Data.

Yukun Zhang, Guanzhong Chen, Zenglin Xu, Jianyong Wang, Dun Zeng, Junfan Li, Jinghua Wang, Yuan Qi, Irwin King

CoRR, 2024

Unveiling the Vulnerability of Private Fine-Tuning in Split-Based Frameworks for Large Language Models: A Bidirectionally Enhanced Attack.

Guanzhong Chen, Zhenghan Qin, Mingxin Yang, Yajie Zhou, Tao Fan, Tianyu Du, Zenglin Xu

CoRR, 2024

Unveiling the Vulnerability of Private Fine-Tuning in Split-Based Frameworks for Large Language Models: A Bidirectionally Enhanced Attack.

Guanzhong Chen, Zhenghan Qin, Mingxin Yang, Yajie Zhou, Tao Fan, Tianyu Du, Zenglin Xu

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

Improving LSM-Tree Based Key-Value Stores With Fine-Grained Compaction Mechanism.

Hui Sun, Guanzhong Chen, Yinliang Yue, Xiao Qin

IEEE Trans. Cloud Comput., 2023

2022

A Modified ALOS Method of Path Tracking for AUVs with Reinforcement Learning Accelerated by Dynamic Data-Driven AUV Model.

Dianrui Wang, Bo He, Yue Shen, Guangliang Li, Guanzhong Chen

J. Intell. Robotic Syst., 2022

2021

2D multi-area coverage path planning using L-SHADE in simulated ocean survey.

Guanzhong Chen, Yue Shen, Yixiao Zhang, Wenfeng Zhang, Dianrui Wang, Bo He

Appl. Soft Comput., 2021