Leveraging Foundation Models for Efficient Federated Learning in
Resource-restricted Edge Networks

Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge Networks

14 September 2024

S. J. Seyedmohammadi

S. Mohammad Sheikholeslami

Konstantinos N. Plataniotis

Arash Mohammadi

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Papers citing "Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge Networks"

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Title
Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey and Benchmark Yi Xin Jianjiang Yang Haodi Zhou Junlong Du Qi Qin ... Bin Fu Xiaokang Yang Guangtao Zhai Ming-Hsuan Yang Xiaohong Liu VLM 441 86 0 01 Jul 2025
A Hybrid Swarm Intelligence Approach for Optimizing Multimodal Large Language Models Deployment in Edge-Cloud-based Federated Learning EnvironmentsComputer Communications (Comput. Commun.), 2025 Gaith Rjouba Hanae Elmekki Saidul Islam Jamal Bentahar Rachida Dssouli 230 6 0 04 Feb 2025
When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions Weiming Zhuang Chen Chen Lingjuan Lyu Chong Chen Yaochu Jin Lingjuan Lyu AIFin AI4CE 505 119 0 27 Jun 2023