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LoRA: Low-Rank Adaptation of Large Language Models
v1v2 (latest)

LoRA: Low-Rank Adaptation of Large Language Models

International Conference on Learning Representations (ICLR), 2021
17 June 2021
J. E. Hu
Yelong Shen
Phillip Wallis
Zeyuan Allen-Zhu
Yuanzhi Li
Shean Wang
Lu Wang
Weizhu Chen
    OffRLAI4TSAI4CEALMAIMat
ArXiv (abs)PDFHTMLHuggingFace (49 upvotes)Github (11998★)

Papers citing "LoRA: Low-Rank Adaptation of Large Language Models"

50 / 8,605 papers shown
Data Trajectory Alignment for LLM Domain Adaptation: A Two-Phase Synthesis Framework for Telecommunications Mathematics
Data Trajectory Alignment for LLM Domain Adaptation: A Two-Phase Synthesis Framework for Telecommunications Mathematics
Z. Zhou
Jing Li
Suming Qiu
J. Huang
Linyuan Qiu
Zhijie Sun
116
0
0
10 Nov 2025
Omni-AVSR: Towards Unified Multimodal Speech Recognition with Large Language Models
Omni-AVSR: Towards Unified Multimodal Speech Recognition with Large Language Models
Umberto Cappellazzo
Xubo Liu
Pingchuan Ma
Stavros Petridis
Maja Pantic
AuLLM
315
0
0
10 Nov 2025
Federated Learning for Video Violence Detection: Complementary Roles of Lightweight CNNs and Vision-Language Models for Energy-Efficient Use
Federated Learning for Video Violence Detection: Complementary Roles of Lightweight CNNs and Vision-Language Models for Energy-Efficient Use
Sébastien Thuau
Siba Haidar
Rachid Chelouah
75
0
0
10 Nov 2025
SlotVLA: Towards Modeling of Object-Relation Representations in Robotic Manipulation
SlotVLA: Towards Modeling of Object-Relation Representations in Robotic Manipulation
Taisei Hanyu
Nhat Chung
H. Le
T. Nguyen
Yuki Ikebe
...
Tung Kieu
Kashu Yamazaki
Chase Rainwater
A. Nguyen
Ngan Le
265
1
0
10 Nov 2025
DiffusionUavLoc: Visually Prompted Diffusion for Cross-View UAV Localization
DiffusionUavLoc: Visually Prompted Diffusion for Cross-View UAV Localization
T. Liu
Kan Ren
Qian Chen
149
0
0
09 Nov 2025
NURBGen: High-Fidelity Text-to-CAD Generation through LLM-Driven NURBS Modeling
NURBGen: High-Fidelity Text-to-CAD Generation through LLM-Driven NURBS Modeling
Muhammad Usama
Mohammad Sadil Khan
Didier Stricker
Muhammad Zeshan Afzal
AI4CE
143
0
0
09 Nov 2025
Explicit Knowledge-Guided In-Context Learning for Early Detection of Alzheimer's Disease
Explicit Knowledge-Guided In-Context Learning for Early Detection of Alzheimer's Disease
Puzhen Su
Yongzhu Miao
Chunxi Guo
Jintao Tang
Shasha Li
Ting Wang
97
0
0
09 Nov 2025
MONICA: Real-Time Monitoring and Calibration of Chain-of-Thought Sycophancy in Large Reasoning Models
MONICA: Real-Time Monitoring and Calibration of Chain-of-Thought Sycophancy in Large Reasoning Models
Jingyu Hu
Shu Yang
Xilin Gong
H. Wang
Weiru Liu
Di Wang
LRM
138
2
0
09 Nov 2025
Test-Time Iterative Error Correction for Efficient Diffusion Models
Test-Time Iterative Error Correction for Efficient Diffusion Models
Yunshan Zhong
Yanwei Qi
Yuxin Zhang
161
0
0
09 Nov 2025
DyKAF: Dynamical Kronecker Approximation of the Fisher Information Matrix for Gradient Preconditioning
DyKAF: Dynamical Kronecker Approximation of the Fisher Information Matrix for Gradient Preconditioning
Nikolay Yudin
Ekaterina Grishina
Andrey Veprikov
Alexandr Beznosikov
Maxim Rakhuba
176
0
0
09 Nov 2025
ExpReS-VLA: Specializing Vision-Language-Action Models Through Experience Replay and Retrieval
ExpReS-VLA: Specializing Vision-Language-Action Models Through Experience Replay and Retrieval
Shahram Najam Syed
Yatharth Ahuja
Arthur Jakobsson
Jeff Ichnowski
VLM
105
1
0
09 Nov 2025
Mixtures of SubExperts for Large Language Continual Learning
Mixtures of SubExperts for Large Language Continual Learning
Haeyong Kang
CLLKELMMoE
203
0
0
09 Nov 2025
A Remarkably Efficient Paradigm to Multimodal Large Language Models for Sequential Recommendation
A Remarkably Efficient Paradigm to Multimodal Large Language Models for Sequential Recommendation
Qiyong Zhong
Jiajie Su
Ming Yang
Yunshan Ma
Xiaolin Zheng
Chaochao Chen
218
0
0
08 Nov 2025
Efficient Hate Speech Detection: A Three-Layer LoRA-Tuned BERTweet Framework
Efficient Hate Speech Detection: A Three-Layer LoRA-Tuned BERTweet Framework
Mahmoud El-Bahnasawi
56
0
0
08 Nov 2025
Cross-Modal Fine-Tuning of 3D Convolutional Foundation Models for ADHD Classification with Low-Rank Adaptation
Cross-Modal Fine-Tuning of 3D Convolutional Foundation Models for ADHD Classification with Low-Rank Adaptation
Jyun-Ping Kao
Shinyeong Rho
Shahar Lazarev
Hyun-Hae Cho
Fangxu Xing
Taehoon Shin
C.-C. Jay Kuo
Jonghye Woo
OffRLMedIm
72
0
0
08 Nov 2025
When AI Meets the Web: Prompt Injection Risks in Third-Party AI Chatbot Plugins
When AI Meets the Web: Prompt Injection Risks in Third-Party AI Chatbot Plugins
Yigitcan Kaya
Anton Landerer
Stijn Pletinckx
Michelle Zimmermann
Christopher Kruegel
Giovanni Vigna
SILM
574
0
0
08 Nov 2025
EveryDayVLA: A Vision-Language-Action Model for Affordable Robotic Manipulation
EveryDayVLA: A Vision-Language-Action Model for Affordable Robotic Manipulation
Samarth Chopra
Alex McMoil
Ben Carnovale
Evan Sokolson
Rajkumar Kubendran
Samuel Dickerson
84
0
0
07 Nov 2025
FreeControl: Efficient, Training-Free Structural Control via One-Step Attention Extraction
FreeControl: Efficient, Training-Free Structural Control via One-Step Attention Extraction
Jiang Lin
Xinyu Chen
Song Wu
Zhiqiu Zhang
Jizhi Zhang
Ye Wang
Qiang Tang
Qian Wang
Jian Yang
Zili Yi
DiffM
132
0
0
07 Nov 2025
Lite VLA: Efficient Vision-Language-Action Control on CPU-Bound Edge Robots
Lite VLA: Efficient Vision-Language-Action Control on CPU-Bound Edge Robots
Justin Williams
Kishor Datta Gupta
Roy George
M. Sarkar
72
0
0
07 Nov 2025
A Dual-stage Prompt-driven Privacy-preserving Paradigm for Person Re-Identification
A Dual-stage Prompt-driven Privacy-preserving Paradigm for Person Re-Identification
Ruolin Li
Min Liu
Yuan Bian
Zhaoyang Li
Y. Li
Xueping Wang
Yaonan Wang
137
0
0
07 Nov 2025
OvA-LP: A Simple and Efficient Framework for Federated Learning on Non-IID Data
OvA-LP: A Simple and Efficient Framework for Federated Learning on Non-IID Data
Dongjin Park
Hasung Yeo
Joon-Woo Lee
FedML
282
0
0
07 Nov 2025
BudgetMem: Learning Selective Memory Policies for Cost-Efficient Long-Context Processing in Language Models
BudgetMem: Learning Selective Memory Policies for Cost-Efficient Long-Context Processing in Language Models
Chandra Vamsi Krishna Alla
Harish Naidu Gaddam
Manohar Kommi
RALM
278
0
0
07 Nov 2025
A benchmark multimodal oro-dental dataset for large vision-language models
A benchmark multimodal oro-dental dataset for large vision-language models
Haoxin Lv
Ijazul Haq
Jin Du
Jiaxin Ma
Binnian Zhu
Xiaobing Dang
Chaoan Liang
Ruxu Du
Yingjie Zhang
Muhammad Saqib
LM&MA
248
0
0
07 Nov 2025
$\mathbf{S^2LM}$: Towards Semantic Steganography via Large Language Models
S2LM\mathbf{S^2LM}S2LM: Towards Semantic Steganography via Large Language Models
Huanqi Wu
Huangbiao Xu
Runfeng Xie
Jiaxin Cai
Kaixin Zhang
Xiao Ke
128
0
0
07 Nov 2025
RISE-T2V: Rephrasing and Injecting Semantics with LLM for Expansive Text-to-Video Generation
RISE-T2V: Rephrasing and Injecting Semantics with LLM for Expansive Text-to-Video Generation
Xiangjun Zhang
Litong Gong
Yinglin Zheng
Yansong Liu
Wentao Jiang
Mingyi Xu
Biao Wang
Tiezheng Ge
Ming Zeng
DiffMVGen
149
1
0
06 Nov 2025
GRIP: In-Parameter Graph Reasoning through Fine-Tuning Large Language Models
GRIP: In-Parameter Graph Reasoning through Fine-Tuning Large Language Models
Jiarui Feng
Donghong Cai
Yixin Chen
Muhan Zhang
132
1
0
06 Nov 2025
Minimal and Mechanistic Conditions for Behavioral Self-Awareness in LLMs
Minimal and Mechanistic Conditions for Behavioral Self-Awareness in LLMs
Matthew Bozoukov
Matthew Nguyen
Shubkarman Singh
Bart Bussmann
Patrick Leask
155
0
0
06 Nov 2025
Plan of Knowledge: Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering
Plan of Knowledge: Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering
Xinying Qian
Ying Zhang
Yu Zhao
Baohang Zhou
Xuhui Sui
Xiaojie Yuan
RALM
272
0
0
06 Nov 2025
Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization
Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization
Connor Dunlop
Matthew Zheng
Kavana Venkatesh
Pinar Yanardag
DiffM
92
1
0
06 Nov 2025
SynQuE: Estimating Synthetic Dataset Quality Without Annotations
SynQuE: Estimating Synthetic Dataset Quality Without Annotations
Arthur Chen
Victor Zhong
293
0
0
06 Nov 2025
MedSapiens: Taking a Pose to Rethink Medical Imaging Landmark Detection
MedSapiens: Taking a Pose to Rethink Medical Imaging Landmark Detection
Marawan Elbatel
Anbang Wang
Keyuan Liu
Kaouther Mouheb
Enrique Almar-Munoz
Lizhuo Lin
Yanqi Yang
Karim Lekadir
Xiaomeng Li
MedIm
197
0
0
06 Nov 2025
An LLM-based Framework for Human-Swarm Teaming Cognition in Disaster Search and Rescue
An LLM-based Framework for Human-Swarm Teaming Cognition in Disaster Search and Rescue
Kailun Ji
X. S. Hu
X. Zhang
Jun Chen
279
0
0
06 Nov 2025
First is Not Really Better Than Last: Evaluating Layer Choice and Aggregation Strategies in Language Model Data Influence Estimation
First is Not Really Better Than Last: Evaluating Layer Choice and Aggregation Strategies in Language Model Data Influence Estimation
Dmytro Vitel
Anshuman Chhabra
TDI
351
0
0
06 Nov 2025
CantoASR: Prosody-Aware ASR-LALM Collaboration for Low-Resource Cantonese
CantoASR: Prosody-Aware ASR-LALM Collaboration for Low-Resource Cantonese
Dazhong Chen
Yi-Cheng Lin
Yuchen Huang
Ziwei Gong
Di Jiang
Zeying Xie
Yi R.
Fung
108
0
0
06 Nov 2025
GNN-MoE: Context-Aware Patch Routing using GNNs for Parameter-Efficient Domain Generalization
GNN-MoE: Context-Aware Patch Routing using GNNs for Parameter-Efficient Domain Generalization
Mahmoud Soliman
Omar Abdelaziz
Ahmed Radwan
Anand
Mohamed S. Shehata
MoE
368
0
0
06 Nov 2025
Q3R: Quadratic Reweighted Rank Regularizer for Effective Low-Rank Training
Q3R: Quadratic Reweighted Rank Regularizer for Effective Low-Rank Training
Ipsita Ghosh
Ethan Nguyen
Christian Kümmerle
122
0
0
06 Nov 2025
Advancing Equitable AI: Evaluating Cultural Expressiveness in LLMs for Latin American Contexts
Advancing Equitable AI: Evaluating Cultural Expressiveness in LLMs for Latin American Contexts
Brigitte A. Mora-Reyes
Jennifer A. Drewyor
Abel A. Reyes-Angulo
93
0
0
06 Nov 2025
Unveiling Deep Semantic Uncertainty Perception for Language-Anchored Multi-modal Vision-Brain Alignment
Unveiling Deep Semantic Uncertainty Perception for Language-Anchored Multi-modal Vision-Brain Alignment
Zehui Feng
Chenqi Zhang
Mingru Wang
Minuo Wei
Shiwei Cheng
Cuntai Guan
Ting Han
121
0
0
06 Nov 2025
Vision Foundation Models in Agriculture: Toward Domain-Specific Adaptation for Weed Herbicide Trials Assessment
Vision Foundation Models in Agriculture: Toward Domain-Specific Adaptation for Weed Herbicide Trials Assessment
Leire Benito-Del-Valle
Artzai Picon
Daniel Mugica
Manuel Ramos
Eva Portillo
Javier Romero
Carlos Javier Jimenez
Ramon Navarra-Mestre
VLM
108
0
0
06 Nov 2025
LoRA-Edge: Tensor-Train-Assisted LoRA for Practical CNN Fine-Tuning on Edge Devices
LoRA-Edge: Tensor-Train-Assisted LoRA for Practical CNN Fine-Tuning on Edge Devices
Hyunseok Kwak
Kyeongwon Lee
Jae-Jin Lee
Woojoo Lee
180
0
0
05 Nov 2025
Decoupled Multi-Predictor Optimization for Inference-Efficient Model Tuning
Decoupled Multi-Predictor Optimization for Inference-Efficient Model Tuning
Liwei Luo
Shuaitengyuan Li
Dongwei Ren
Qilong Wang
Q. Hu
Qinghua Hu
132
0
0
05 Nov 2025
ASVRI-Legal: Fine-Tuning LLMs with Retrieval Augmented Generation for Enhanced Legal Regulation
ASVRI-Legal: Fine-Tuning LLMs with Retrieval Augmented Generation for Enhanced Legal Regulation
One Octadion
Bondan Sapta Prakoso
Nanang Yudi Setiawan
N. Yudistira
AILaw
292
0
0
05 Nov 2025
SurgViVQA: Temporally-Grounded Video Question Answering for Surgical Scene Understanding
SurgViVQA: Temporally-Grounded Video Question Answering for Surgical Scene Understanding
Mauro Orazio Drago
Luca Carlini
Pelinsu Celebi Balyemez
Dennis Pierantozzi
Chiara Lena
Cesare Hassan
Danail Stoyanov
Elena De Momi
Sophia Bano
Mobarak I. Hoque
213
0
0
05 Nov 2025
Contamination Detection for VLMs using Multi-Modal Semantic Perturbation
Contamination Detection for VLMs using Multi-Modal Semantic Perturbation
J. Park
Mu Cai
Feng Yao
Jingbo Shang
Soochahn Lee
Yong Jae Lee
AAMLVLM
88
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0
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SOLVE-Med: Specialized Orchestration for Leading Vertical Experts across Medical Specialties
SOLVE-Med: Specialized Orchestration for Leading Vertical Experts across Medical Specialties
Roberta Di Marino
Giovanni Dioguardi
Antonio Romano
Giuseppe Riccio
Mariano Barone
Marco Postiglione
Flora Amato
V. Moscato
LM&MA
265
0
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Subsampled Randomized Fourier GaLore for Adapting Foundation Models in Depth-Driven Liver Landmark Segmentation
Subsampled Randomized Fourier GaLore for Adapting Foundation Models in Depth-Driven Liver Landmark Segmentation
Yun-Chen Lin
Jiayuan Huang
Hanyuan Zhang
Sergi Kavtaradze
Matthew J. Clarkson
Mobarak I. Hoque
3DGSMedIm
96
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SurgAnt-ViVQA: Learning to Anticipate Surgical Events through GRU-Driven Temporal Cross-Attention
SurgAnt-ViVQA: Learning to Anticipate Surgical Events through GRU-Driven Temporal Cross-Attention
Shreyas C. Dhake
Jiayuan Huang
Runlong He
Danyal Z. Khan
E. Mazomenos
Sophia Bano
Hani J. Marcus
Danail Stoyanov
Matthew J. Clarkson
Mobarak I. Hoque
64
0
0
05 Nov 2025
From Measurement to Expertise: Empathetic Expert Adapters for Context-Based Empathy in Conversational AI Agents
From Measurement to Expertise: Empathetic Expert Adapters for Context-Based Empathy in Conversational AI Agents
Erfan Shayegani
Jina Suh
Andy Wilson
Nagu Rangan
Javier Hernández
84
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GEMMA-SQL: A Novel Text-to-SQL Model Based on Large Language Models
GEMMA-SQL: A Novel Text-to-SQL Model Based on Large Language Models
Hari Mohan Pandey
Anshul Gupta
Subham Sarkar
Minakshi Tomer
Schneider Johannes
Yan Gong
VLM
112
0
0
05 Nov 2025
BRAINS: A Retrieval-Augmented System for Alzheimer's Detection and Monitoring
BRAINS: A Retrieval-Augmented System for Alzheimer's Detection and Monitoring
Rajan Das Gupta
Md. Kishor Morol
Nafiz Fahad
Md Tanzib Hosain
Sumaya Binte Zilani Choya
Md. Jakir Hossen
64
0
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04 Nov 2025
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