MobiLLM: Enabling LLM Fine-Tuning on the Mobile Device via Server Assisted Side Tuning

27 February 2025

Papers citing "MobiLLM: Enabling LLM Fine-Tuning on the Mobile Device via Server Assisted Side Tuning"

5 / 5 papers shown

Title
Dynamic Sparse Attention on Mobile SoCs Wangsong Yin Daliang Xu Mengwei Xu Gang Huang Xuanzhe Liu MQ 125 3 0 22 Aug 2025
Flexible Personalized Split Federated Learning for On-Device Fine-Tuning of Foundation Models Tianjun Yuan Jiaxiang Geng Pengchao Han Xianhao Chen Bing Luo 99 1 0 14 Aug 2025
Fed MobiLLM: Efficient Federated LLM Fine-Tuning over Heterogeneous Mobile Devices via Server Assisted Side-Tuning Xingke Yang Liang Li Sicong Li Liwei Guan Hao Wang Xiaoqi Qi Jiang-Dong Liu Xin Fu Miao Pan 76 1 0 09 Aug 2025
PAE MobiLLM: Privacy-Aware and Efficient LLM Fine-Tuning on the Mobile Device via Additive Side-Tuning Xingke Yang Liang Li Zhiyi Wan Sicong Li Xiaoqi Qi Jiang Liu Tomoaki Ohtsuki Xin Fu Miao Pan 154 2 0 01 Jul 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 135 3 0 23 Mar 2025