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Zhenxiao Zhang

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Supervisor of Master's Candidates  

Journal Publications

Federated Adaptive Fine-Tuning of Large Language Models with Heterogeneous Quantization and LoRA

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Journal:IEEE International Conference on Computer Communications (INFOCOM, CCF-A)

Key Words:Federated learning, large language models, parameter-efficient fine-tuning, resource efficiency.

Co-author:Yuanxiong Guo, Yanmin Gong

First Author:Zhidong Gao, Zhenxiao Zhang

Translation or Not:no

Date of Publication:2025-05-19

Pre One:Heterogeneity-Aware Resource Allocation and Topology Design for Hierarchical Federated Edge Learning

Next One:pFedSAM: Secure Federated Learning Against Backdoor Attacks via Personalized Sharpness-Aware Minimization

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