Personalized Wireless Federated Learning for Large Language Models

Personalized Wireless Federated Learning for Large Language Models

20 April 2024

Dusit Niyato

Papers citing "Personalized Wireless Federated Learning for Large Language Models"

10 / 10 papers shown

Title
A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models Zhouhang Xie Junda Wu Yiran Shen Yu Xia Xintong Li ... Sachin Kumar Bodhisattwa Prasad Majumder Jingbo Shang Prithviraj Ammanabrolu Julian McAuley 31 0 0 09 Apr 2025
SplitFrozen: Split Learning with Device-side Model Frozen for Fine-Tuning LLM on Heterogeneous Resource-Constrained Devices Jian Ma Xinchen Lyu Jun Jiang Qimei Cui Haipeng Yao Xiaofeng Tao 43 0 0 23 Mar 2025
Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework Yushen Lin Ruichen Zhang Wenqi Huang Kaidi Wang Z. Ding Daniel K. C. So Dusit Niyato 59 0 0 17 Jan 2025
Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions Doaa Mahmud Hadeel Hajmohamed Shamma Almentheri Shamma Alqaydi Lameya Aldhaheri R. A. Khalil Nasir Saeed AI4TS 38 4 0 08 Jan 2025
Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures Yicheng Zhang Zhen Qin Zhaomin Wu Shuiguang Deng 70 2 0 28 Nov 2024
Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directions Shumaila Javaid R. A. Khalil Nasir Saeed Bin He Mohamed-Slim Alouini 32 8 0 05 Jul 2024
Federated LoRA with Sparse Communication Kevin Kuo Arian Raje Kousik Rajesh Virginia Smith 38 7 0 07 Jun 2024
Federated TrustChain: Blockchain-Enhanced LLM Training and Unlearning Xuhan Zuo Minghao Wang Tianqing Zhu Lefeng Zhang Dayong Ye Shui Yu Wanlei Zhou MU 24 4 0 06 Jun 2024
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 180 832 0 01 Mar 2021
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 228 578 0 12 Mar 2020