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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 / 8,614 papers shown
On the Difficulty of Token-Level Modeling of Dysfluency and Fluency Shaping Artifacts
On the Difficulty of Token-Level Modeling of Dysfluency and Fluency Shaping Artifacts
Kashaf Gulzar
Dominik Wagner
Sebastian P. Bayerl
Florian Honig
Tobias Bocklet
Korbinian Riedhammer
59
0
0
18 Nov 2025
M$^2$OE$^2$-GL: A Family of Probabilistic Load Forecasters That Scales to Massive Customers
M2^22OE2^22-GL: A Family of Probabilistic Load Forecasters That Scales to Massive Customers
Haoran Li
Zhe Cheng
Muhao Guo
Yang Weng
Yannan Sun
Victor Tran
John Chainaranont
MoE
84
0
0
18 Nov 2025
Real-Time Mobile Video Analytics for Pre-arrival Emergency Medical Services
Real-Time Mobile Video Analytics for Pre-arrival Emergency Medical Services
Liuyi Jin
Amran Haroon
Radu Stoleru
Pasan Gunawardena
Michael Middleton
Jeeeun Kim
75
0
0
18 Nov 2025
HFL-FlowLLM: Large Language Models for Network Traffic Flow Classification in Heterogeneous Federated Learning
HFL-FlowLLM: Large Language Models for Network Traffic Flow Classification in Heterogeneous Federated Learning
Jiazhuo Tian
Yachao Yuan
91
0
0
18 Nov 2025
Zero-Training Task-Specific Model Synthesis for Few-Shot Medical Image Classification
Zero-Training Task-Specific Model Synthesis for Few-Shot Medical Image Classification
Yao Qin
Yangyang Yan
YuanChao Yang
Jinhua Pang
Huanyong Bi
Yuan Liu
HaiHua Wang
MedIm
135
0
0
18 Nov 2025
FinTRec: Transformer Based Unified Contextual Ads Targeting and Personalization for Financial Applications
FinTRec: Transformer Based Unified Contextual Ads Targeting and Personalization for Financial Applications
Dwipam Katariya
Snehita Varma
Akshat Shreemali
Benjamin Wu
Kalanand Mishra
Pranab Mohanty
83
0
0
18 Nov 2025
Skin-R1: Toward Trustworthy Clinical Reasoning for Dermatological Diagnosis
Skin-R1: Toward Trustworthy Clinical Reasoning for Dermatological Diagnosis
Zehao Liu
Wejieying Ren
Jipeng Zhang
Tianxiang Zhao
Jingxi Zhu
Xiaoting Li
V. Honavar
LRM
167
1
0
18 Nov 2025
How to Train Private Clinical Language Models: A Comparative Study of Privacy-Preserving Pipelines for ICD-9 Coding
How to Train Private Clinical Language Models: A Comparative Study of Privacy-Preserving Pipelines for ICD-9 Coding
Mathieu Dufour
Andrew Duncan
108
0
0
18 Nov 2025
Foundational Question Generation for Video Question Answering via an Embedding-Integrated Approach
Foundational Question Generation for Video Question Answering via an Embedding-Integrated Approach
Ju-Young Oh
99
0
0
18 Nov 2025
Text Annotation via Inductive Coding: Comparing Human Experts to LLMs in Qualitative Data Analysis
Text Annotation via Inductive Coding: Comparing Human Experts to LLMs in Qualitative Data AnalysisNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Angelina Parfenova
Andreas Marfurt
Alexander Denzler
Juergen Pfeffer
48
6
0
17 Nov 2025
A Novel Hierarchical Integration Method for Efficient Model Merging in Medical LLMs
A Novel Hierarchical Integration Method for Efficient Model Merging in Medical LLMs
Prakrit Timilsina
Anuj Nepal
Rajan Kadel
Robin Doss
MoMe
113
0
0
17 Nov 2025
MM-Telco: Benchmarks and Multimodal Large Language Models for Telecom Applications
MM-Telco: Benchmarks and Multimodal Large Language Models for Telecom Applications
Gagan Raj Gupta
Anshul Kumar
Manish Rai
Apu Chakraborty
Ashutosh Modi
...
Soumajit Pramanik
Moyank Giri
Yashwanth Holla
Sunny Kumar
M. V. Kiran Sooraj
129
0
0
17 Nov 2025
Generalist Foundation Models Are Not Clinical Enough for Hospital Operations
Generalist Foundation Models Are Not Clinical Enough for Hospital Operations
L. Jiang
Angelica Chen
Xu Han
Xujin C. Liu
Radhika Dua
...
Jaden Stryker
Jin Vivian Lee
Yindalon Aphinyanaphongs
K. Cho
Eric Oermann
LM&MAAI4MH
414
1
0
17 Nov 2025
Quantifying and Mitigating Selection Bias in LLMs: A Transferable LoRA Fine-Tuning and Efficient Majority Voting Approach
Quantifying and Mitigating Selection Bias in LLMs: A Transferable LoRA Fine-Tuning and Efficient Majority Voting Approach
Blessed Guda
Lawrence Francis
Gabrial Zencha A.
Carlee Joe-Wong
Moise Busogi
69
0
0
17 Nov 2025
Text2Traffic: A Text-to-Image Generation and Editing Method for Traffic Scenes
Text2Traffic: A Text-to-Image Generation and Editing Method for Traffic Scenes
Feng Lv
Haoxuan Feng
Zilu Zhang
Chunlong Xia
Yanfeng Li
DiffM
309
0
0
17 Nov 2025
MergeDNA: Context-aware Genome Modeling with Dynamic Tokenization through Token Merging
MergeDNA: Context-aware Genome Modeling with Dynamic Tokenization through Token Merging
Siyuan Li
Kai Yu
Anna Wang
Zicheng Liu
Chang Yu
Jingbo Zhou
Qirong Yang
Yucheng Guo
Xiaoming Zhang
Stan Z. Li
96
0
0
17 Nov 2025
The Good, The Bad, and The Hybrid: A Reward Structure Showdown in Reasoning Models Training
The Good, The Bad, and The Hybrid: A Reward Structure Showdown in Reasoning Models Training
Subramanyam Sahoo
OffRLLRM
242
1
0
17 Nov 2025
DEMIST: Decoupled Multi-stream latent diffusion for Quantitative Myelin Map Synthesis
DEMIST: Decoupled Multi-stream latent diffusion for Quantitative Myelin Map Synthesis
Jiacheng Wang
Hao Li
Xing Yao
Ahmad Toubasi
Taegan Vinarsky
...
Chaoyang Jin
Richard Dortch
Junzhong Xu
F. Bagnato
I. Oguz
MedIm
175
0
0
16 Nov 2025
One Request, Multiple Experts: LLM Orchestrates Domain Specific Models via Adaptive Task Routing
One Request, Multiple Experts: LLM Orchestrates Domain Specific Models via Adaptive Task Routing
Xu Yang
Chenhui Lin
Haotian Liu
Qi Wang
Yue Yang
Wenchuan Wu
88
0
0
16 Nov 2025
Multivariate Diffusion Transformer with Decoupled Attention for High-Fidelity Mask-Text Collaborative Facial Generation
Multivariate Diffusion Transformer with Decoupled Attention for High-Fidelity Mask-Text Collaborative Facial Generation
Yushe Cao
Dianxi Shi
Xing Fu
Xuechao Zou
Haikuo Peng
Xueqi Li
Chun Yu
Junliang Xing
DiffM
229
0
0
16 Nov 2025
A Closer Look at Personalized Fine-Tuning in Heterogeneous Federated Learning
A Closer Look at Personalized Fine-Tuning in Heterogeneous Federated Learning
Minghui Chen
Hrad Ghoukasian
Ruinan Jin
Zehua Wang
Sai Praneeth Karimireddy
Xiaoxiao Li
138
0
0
16 Nov 2025
Medical Knowledge Intervention Prompt Tuning for Medical Image Classification
Medical Knowledge Intervention Prompt Tuning for Medical Image ClassificationIEEE Transactions on Medical Imaging (IEEE TMI), 2025
Ye Du
Nanxi Yu
Shujun Wang
LM&MAVLM
200
1
0
16 Nov 2025
FSDAM: Few-Shot Driving Attention Modeling via Vision-Language Coupling
FSDAM: Few-Shot Driving Attention Modeling via Vision-Language Coupling
Kaiser Hamid
Can Cui
Khandakar Ashrafi Akbar
Ziran Wang
Nade Liang
VLM
125
0
0
16 Nov 2025
MSLoRA: Multi-Scale Low-Rank Adaptation via Attention Reweighting
MSLoRA: Multi-Scale Low-Rank Adaptation via Attention Reweighting
Xu Yang
Gady Agam
122
0
0
16 Nov 2025
Exploring Parameter-Efficient Fine-Tuning and Backtranslation for the WMT 25 General Translation Task
Exploring Parameter-Efficient Fine-Tuning and Backtranslation for the WMT 25 General Translation Task
Felipe Fujita
Hideyuki Takada
31
1
0
15 Nov 2025
CURENet: Combining Unified Representations for Efficient Chronic Disease Prediction
CURENet: Combining Unified Representations for Efficient Chronic Disease Prediction
Cong-Tinh Dao
Nguyen Minh Thao Phan
J. Ding
Chenwei Wu
David Restrepo
...
Pei-fu Chen
Ling-Hao Chen
Xinglong Ju
Feng Liu
Fang-Ming Hung
73
0
0
14 Nov 2025
Persona-Aware Alignment Framework for Personalized Dialogue Generation
Persona-Aware Alignment Framework for Personalized Dialogue Generation
Guanrong Li
Xinyu Liu
Zhen Wu
Xinyu Dai
100
0
0
13 Nov 2025
Ellipsoid-Based Decision Boundaries for Open Intent Classification
Ellipsoid-Based Decision Boundaries for Open Intent Classification
Yuetian Zou
H. Zhang
Hua Xu
Songze Li
Long Xiao
VLM
153
0
0
13 Nov 2025
Physically Interpretable Multi-Degradation Image Restoration via Deep Unfolding and Explainable Convolution
Physically Interpretable Multi-Degradation Image Restoration via Deep Unfolding and Explainable Convolution
Hu Gao
Xiaoning Lei
X. Xu
Depeng Dang
Lizhuang Ma
111
0
0
13 Nov 2025
Audio-VLA: Adding Contact Audio Perception to Vision-Language-Action Model for Robotic Manipulation
Audio-VLA: Adding Contact Audio Perception to Vision-Language-Action Model for Robotic Manipulation
Xiangyi Wei
Haotian Zhang
Xinyi Cao
Siyu Xie
Weifeng Ge
Yang Li
C. Wang
233
0
0
13 Nov 2025
Robust Backdoor Removal by Reconstructing Trigger-Activated Changes in Latent Representation
Robust Backdoor Removal by Reconstructing Trigger-Activated Changes in Latent Representation
Kazuki Iwahana
Yusuke Yamasaki
Akira Ito
Takayuki Miura
Toshiki Shibahara
AAML
260
4
0
12 Nov 2025
Diffusion Policies with Value-Conditional Optimization for Offline Reinforcement Learning
Diffusion Policies with Value-Conditional Optimization for Offline Reinforcement Learning
Yunchang Ma
Tenglong Liu
Yixing Lan
Xin Yin
Changxin Zhang
Xinglong Zhang
Xin Xu
OffRL
243
0
0
12 Nov 2025
Self-Correction Distillation for Structured Data Question Answering
Self-Correction Distillation for Structured Data Question Answering
Yushan Zhu
Wen Zhang
Long Jin
Mengshu Sun
Ling Zhong
...
Juan-Zi Li
Lei Liang
Chong Long
Chao Deng
Junlan Feng
209
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0
11 Nov 2025
Training Language Models to Explain Their Own Computations
Training Language Models to Explain Their Own Computations
Belinda Z. Li
Zifan Carl Guo
Vincent Huang
Jacob Steinhardt
Jacob Andreas
LRM
217
3
0
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Gateways to Tractability for Satisfiability in Pearl's Causal Hierarchy
Gateways to Tractability for Satisfiability in Pearl's Causal Hierarchy
R. Ganian
Marlene Gründel
Simon Wietheger
TPMLRM
236
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Introducing A Bangla Sentence - Gloss Pair Dataset for Bangla Sign Language Translation and Research
Introducing A Bangla Sentence - Gloss Pair Dataset for Bangla Sign Language Translation and Research
Neelavro Saha
Rafi Shahriyar
Nafis Ashraf Roudra
Saadman Sakib
Annajiat Alim Rasel
146
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0
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oboro: Text-to-Image Synthesis on Limited Data using Flow-based Diffusion Transformer with MMH Attention
oboro: Text-to-Image Synthesis on Limited Data using Flow-based Diffusion Transformer with MMH Attention
Ryusuke Mizutani
Kazuaki Matano
Tsugumi Kadowaki
Haruki Tenya
Layris
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Koki Hashimoto
Yu Tanaka
165
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JobSphere: An AI-Powered Multilingual Career Copilot for Government Employment Platforms
JobSphere: An AI-Powered Multilingual Career Copilot for Government Employment Platforms
Srihari R
Adarsha B V
Mohammed Usman Hussain
Shweta Singh
199
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0
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SPEAR-MM: Selective Parameter Evaluation and Restoration via Model Merging for Efficient Financial LLM Adaptation
SPEAR-MM: Selective Parameter Evaluation and Restoration via Model Merging for Efficient Financial LLM Adaptation
Berkcan Kapusuzoglu
Supriyo Chakraborty
Renkun Ni
Stephen Rawls
Sambit Sahu
MoMeCLL
247
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0
11 Nov 2025
Simulating the Visual World with Artificial Intelligence: A Roadmap
Simulating the Visual World with Artificial Intelligence: A Roadmap
Jingtong Yue
Z. Huang
Z. Chen
Xintao Wang
Pengfei Wan
Ziwei Liu
VGenLM&Ro
464
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0
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Generative AI Meets 6G and Beyond: Diffusion Models for Semantic Communications
Generative AI Meets 6G and Beyond: Diffusion Models for Semantic Communications
Hai-Long Qin
Jincheng Dai
Guo Lu
Shuo Shao
Sixian Wang
Tongda Xu
Wenjun Zhang
Ping Zhang
Khaled B. Letaief
DiffMVLM
416
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An Efficient Training Pipeline for Reasoning Graphical User Interface Agents
An Efficient Training Pipeline for Reasoning Graphical User Interface Agents
Georgios Pantazopoulos
Eda B. Özyiğit
LRM
338
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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
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315
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GroupRank: A Groupwise Reranking Paradigm Driven by Reinforcement Learning
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DuoLin Sun
Meixiu Long
Dan Yang
YiHan Jiao
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Yue Shen
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Jinjie Gu
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Speech Separation for Hearing-Impaired Children in the Classroom
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Kiki van der Heijden
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Synergy over Discrepancy: A Partition-Based Approach to Multi-Domain LLM Fine-Tuning
Synergy over Discrepancy: A Partition-Based Approach to Multi-Domain LLM Fine-Tuning
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Siyuan Chen
H. Zhang
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GFix: Perceptually Enhanced Gaussian Splatting Video Compression
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156
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Federated Learning for Video Violence Detection: Complementary Roles of Lightweight CNNs and Vision-Language Models for Energy-Efficient Use
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Siba Haidar
Rachid Chelouah
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SPUR: A Plug-and-Play Framework for Integrating Spatial Audio Understanding and Reasoning into Large Audio-Language Models
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S. Sakshi
Vaibhavi Lokegaonkar
Neil Zhang
R. Duraiswami
Sreyan Ghosh
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Lie Lu
LRM
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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
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Jing Li
Suming Qiu
J. Huang
Linyuan Qiu
Zhijie Sun
119
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