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LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via
System-Algorithm Co-design

LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design

28 May 2024

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Papers citing "LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design"

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$$\text{R}^2\text{R}$: A Route-to-Rerank Post-Training Framework for Multi-Domain Decoder-Only Rerankers$ $\text{R}^2\text{R}$ : A Route-to-Rerank Post-Training Framework for Multi-Domain Decoder-Only Rerankers X. Wang Hanwei Wu Qingchen Hu Zhenghan Tai Jingrui Tian ... Muzhi Li Mingze Li Xinyue Yu Ling Zhou Peng Lu 112 0 0 25 Nov 2025
HiLoRA: Adaptive Hierarchical LoRA Routing for Training-Free Domain Generalization Ziyi Han Huanyu Wang Zeyu Zhang Xiangxiang Dai Xutong Liu J. C. Lui 108 1 0 14 Oct 2025
A Lightweight Framework for Trigger-Guided LoRA-Based Self-Adaptation in LLMs Jiacheng Wei Faguo Wu Xiao Zhang LRM 128 0 0 05 Sep 2025
Improved Representation Steering for Language Models Zhengxuan Wu Qinan Yu Aryaman Arora Christopher D. Manning Christopher Potts LLMSV 211 2 0 27 May 2025
MultLFG: Training-free Multi-LoRA composition using Frequency-domain Guidance Aniket Roy Maitreya Suin Ketul Shah Rama Chellappa 192 1 0 26 May 2025
Get Experience from Practice: LLM Agents with Record & Replay Erhu Feng Wenbo Zhou Zibin Liu Le Chen Yunpeng Dong ... Yisheng Zhao Dong Du Zhichao Hua Yubin Xia Haibo Chen 359 6 0 23 May 2025
RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration Hong Qing Yu Frank McQuade 248 7 0 14 Mar 2025
Optimizing Small Language Models for In-Vehicle Function-Calling Yahya Sowti Khiabani Farris Atif Chieh Hsu Sven Stahlmann Tobias Michels Sebastian Kramer Benedikt Heidrich M. Saquib Sarfraz Julian Merten Faezeh Tafazzoli 137 3 0 04 Jan 2025
DLP-LoRA: Efficient Task-Specific LoRA Fusion with a Dynamic, Lightweight Plugin for Large Language Models Yuxuan Zhang Ruizhe Li MoMe 421 2 0 02 Oct 2024