Mutual Enhancement of Large and Small Language Models with Cross-Silo
Knowledge Transfer

Mutual Enhancement of Large and Small Language Models with Cross-Silo Knowledge Transfer

10 December 2023

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Papers citing "Mutual Enhancement of Large and Small Language Models with Cross-Silo Knowledge Transfer"

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Title
A Survey on Collaborative Mechanisms Between Large and Small Language Models Yi Chen JiaHao Zhao HaoHao Han 116 1 0 12 May 2025
Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks Yang Liu Bingjie Yan Tianyuan Zou Jianqing Zhang Zixuan Gu ... Jiajian Li Xiaozhou Ye Ye Ouyang Qiang Yang Yanzhe Zhang ALM 460 1 0 24 Apr 2025
Ten Challenging Problems in Federated Foundation Models Tao Fan Hanlin Gu Xuemei Cao Chee Seng Chan Qian Chen ... Yu Zhang Xiaojin Zhang Zhenzhe Zheng Lixin Fan Qiang Yang FedML 178 8 0 14 Feb 2025
Federated Large Language Models: Current Progress and Future Directions Yuhang Yao Jianyi Zhang Junda Wu Chengkai Huang Yu Xia ... Ang Li Lina Yao Julian McAuley Yiran Chen Carlee Joe-Wong FedML AIFin 129 12 0 24 Sep 2024
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection Jiaqi Wang Xiaochen Wang Lingjuan Lyu Jinghui Chen Fenglong Ma 114 6 0 17 Aug 2024
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models Xiaochen Wang Jiaqi Wang Houping Xiao Jianfei Chen Fenglong Ma MedIm 192 8 0 17 Aug 2024
FuseGen: PLM Fusion for Data-generation based Zero-shot Learning Tianyuan Zou Yang Liu Ziwei Sun Jianqing Zhang Jingjing Liu Ya-Qin Zhang 108 3 0 18 Jun 2024
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data Haoran Li Xinyuan Zhao Dadi Guo Hanlin Gu Huiping Zhuang Yuxing Han Yangqiu Song Lixin Fan Qiang Yang 101 1 0 23 May 2024
Federated Learning with New Knowledge: Fundamentals, Advances, and Futures Lixu Wang Yang Zhao Jiahua Dong Ating Yin Qinbin Li Tianlin Li Dusit Niyato Qi Zhu FedML 119 2 0 03 Feb 2024
Grounding Foundation Models through Federated Transfer Learning: A General Framework Yan Kang Tao Fan Hanlin Gu Xiaojin Zhang Lixin Fan Qiang Yang AI4CE 189 19 0 29 Nov 2023