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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
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
65
0
0
04 Nov 2025
Next Token Knowledge Tracing: Exploiting Pretrained LLM Representations to Decode Student Behaviour
Next Token Knowledge Tracing: Exploiting Pretrained LLM Representations to Decode Student Behaviour
Max Norris
Kobi Gal
Sahan Bulathwela
AI4Ed
215
0
0
04 Nov 2025
Targeted Error Correction in Knowledge Distillation: Small Language Models Surpass GPT
Targeted Error Correction in Knowledge Distillation: Small Language Models Surpass GPT
Hee-Jin Lee
Zhen Guo
Luchao Jin
Morteza Moazami Goudarzi
KELMALM
249
0
0
04 Nov 2025
Adapting General-Purpose Foundation Models for X-ray Ptychography in Low-Data Regimes
Adapting General-Purpose Foundation Models for X-ray Ptychography in Low-Data Regimes
Robinson Umeike
N. Getty
Yin Xiangyu
Yi Jiang
134
0
0
04 Nov 2025
Systematizing LLM Persona Design: A Four-Quadrant Technical Taxonomy for AI Companion Applications
Systematizing LLM Persona Design: A Four-Quadrant Technical Taxonomy for AI Companion Applications
Esther Sun
Zichu Wu
165
0
0
04 Nov 2025
Data-Efficient Adaptation and a Novel Evaluation Method for Aspect-based Sentiment Analysis
Data-Efficient Adaptation and a Novel Evaluation Method for Aspect-based Sentiment Analysis
Y. Hua
Paul Denny
Jorg Wicker
Katerina Taskova
115
0
0
04 Nov 2025
Optimal Singular Damage: Efficient LLM Inference in Low Storage Regimes
Optimal Singular Damage: Efficient LLM Inference in Low Storage Regimes
Mohammadsajad Alipour
Mohammad Mohammadi Amiri
96
0
0
04 Nov 2025
TabTune: A Unified Library for Inference and Fine-Tuning Tabular Foundation Models
TabTune: A Unified Library for Inference and Fine-Tuning Tabular Foundation Models
Aditya Tanna
Pratinav Seth
Mohamed Bouadi
Utsav Avaiya
Vinay Kumar Sankarapu
LMTD
316
0
0
04 Nov 2025
Let Multimodal Embedders Learn When to Augment Query via Adaptive Query Augmentation
Let Multimodal Embedders Learn When to Augment Query via Adaptive Query Augmentation
Wongyu Kim
Hochang Lee
Sanghak Lee
Yoonsung Kim
Jaehyun Park
RALM
383
0
0
04 Nov 2025
SCALE-VLP: Soft-Weighted Contrastive Volumetric Vision-Language Pre-training with Spatial-Knowledge Semantics
SCALE-VLP: Soft-Weighted Contrastive Volumetric Vision-Language Pre-training with Spatial-Knowledge Semantics
Ailar Mahdizadeh
Puria Azadi Moghadam
Xiangteng He
Shahriar Mirabbasi
Panos Nasiopoulos
Leonid Sigal
VLM
264
0
0
04 Nov 2025
Fine-Tuning Vision-Language Models for Multimodal Polymer Property Prediction
Fine-Tuning Vision-Language Models for Multimodal Polymer Property Prediction
An Vuong
Minh-Hao Van
Prateek Verma
Chen Zhao
Xintao Wu
99
0
0
04 Nov 2025
Unsupervised Evaluation of Multi-Turn Objective-Driven Interactions
Unsupervised Evaluation of Multi-Turn Objective-Driven Interactions
Emi Soroka
Tanmay Chopra
Krish Desai
Sanjay Lall
ALM
341
0
0
04 Nov 2025
DetectiumFire: A Comprehensive Multi-modal Dataset Bridging Vision and Language for Fire Understanding
DetectiumFire: A Comprehensive Multi-modal Dataset Bridging Vision and Language for Fire Understanding
Zixuan Liu
Siavash H. Khajavi
Guangkai Jiang
VLM
182
0
0
04 Nov 2025
NSYNC: Negative Synthetic Image Generation for Contrastive Training to Improve Stylized Text-To-Image Translation
NSYNC: Negative Synthetic Image Generation for Contrastive Training to Improve Stylized Text-To-Image Translation
Serkan Ozturk
Samet Hicsonmez
Pinar Duygulu
DiffM
346
0
0
03 Nov 2025
Democratizing LLM Efficiency: From Hyperscale Optimizations to Universal Deployability
Democratizing LLM Efficiency: From Hyperscale Optimizations to Universal Deployability
Hen-Hsen Huang
97
0
0
03 Nov 2025
Shared Parameter Subspaces and Cross-Task Linearity in Emergently Misaligned Behavior
Shared Parameter Subspaces and Cross-Task Linearity in Emergently Misaligned Behavior
Daniel Aarao Reis Arturi
Eric Zhang
Andrew Ansah
Kevin Zhu
Ashwinee Panda
Aishwarya Balwani
97
0
0
03 Nov 2025
Adaptation of Foundation Models for Medical Image Analysis: Strategies, Challenges, and Future Directions
Adaptation of Foundation Models for Medical Image Analysis: Strategies, Challenges, and Future Directions
Karma Phuntsho
Abdullah
Kyungmi Lee
Ickjai Lee
Euijoon Ahn
MedImAI4CE
169
0
0
03 Nov 2025
Open Character Training: Shaping the Persona of AI Assistants through Constitutional AI
Open Character Training: Shaping the Persona of AI Assistants through Constitutional AI
Sharan Maiya
Henning Bartsch
Nathan Lambert
Evan Hubinger
116
1
0
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Learning to Seek Evidence: A Verifiable Reasoning Agent with Causal Faithfulness Analysis
Learning to Seek Evidence: A Verifiable Reasoning Agent with Causal Faithfulness Analysis
Yuhang Huang
Zekai Lin
Fan Zhong
Lei Liu
CMLLRM
147
0
0
03 Nov 2025
Bayesian Natural Gradient Fine-Tuning of CLIP Models via Kalman Filtering
Bayesian Natural Gradient Fine-Tuning of CLIP Models via Kalman Filtering
Hossein Abdi
Mingfei Sun
Wei Pan
VLM
235
0
0
03 Nov 2025
DINO-MX: A Modular & Flexible Framework for Self-Supervised Learning
DINO-MX: A Modular & Flexible Framework for Self-Supervised Learning
Mahmut S. Gokmen
Cody Bumgardner
100
1
0
03 Nov 2025
Scam Shield: Multi-Model Voting and Fine-Tuned LLMs Against Adversarial Attacks
Scam Shield: Multi-Model Voting and Fine-Tuned LLMs Against Adversarial Attacks
Chen-Wei Chang
Shailik Sarkar
Hossein Salemi
Hyungmin Kim
Shutonu Mitra
Hemant Purohit
Fengxiu Zhang
Michin Hong
Jin-Hee Cho
Chang-Tien Lu
AAML
125
0
0
03 Nov 2025
EVLP:Learning Unified Embodied Vision-Language Planner with Reinforced Supervised Fine-Tuning
EVLP:Learning Unified Embodied Vision-Language Planner with Reinforced Supervised Fine-Tuning
Xinyan Cai
Shiguang Wu
Dafeng Chi
Yuzheng Zhuang
Xingyue Quan
Jianye Hao
Qiang Guan
100
0
0
03 Nov 2025
MiRAGE: Misconception Detection with Retrieval-Guided Multi-Stage Reasoning and Ensemble Fusion
MiRAGE: Misconception Detection with Retrieval-Guided Multi-Stage Reasoning and Ensemble Fusion
Cuong Van Duc
Thai Tran Quoc
Minh Nguyen Dinh Tuan
Tam Vu Duc
Son Nguyen Van
Hanh Nguyen Thi
RALMLRM
282
0
0
03 Nov 2025
Memory-Efficient Training with In-Place FFT Implementation
Memory-Efficient Training with In-Place FFT Implementation
Xinyu Ding
Bangtian Liu
Siyu Liao
Zhongfeng Wang
230
0
0
03 Nov 2025
UniSOT: A Unified Framework for Multi-Modality Single Object Tracking
UniSOT: A Unified Framework for Multi-Modality Single Object TrackingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Yinchao Ma
Yuyang Tang
Wenfei Yang
Tianzhu Zhang
Xu Zhou
Feng Wu
227
1
0
03 Nov 2025
URDF-Anything: Constructing Articulated Objects with 3D Multimodal Language Model
URDF-Anything: Constructing Articulated Objects with 3D Multimodal Language Model
Z. Li
Xiang Bai
Jieyu Zhang
Zhuangzhe Wu
Che Xu
Ying Li
Chengkai Hou
Shanghang Zhang
114
3
0
02 Nov 2025
Prompt-R1: Collaborative Automatic Prompting Framework via End-to-end Reinforcement Learning
Prompt-R1: Collaborative Automatic Prompting Framework via End-to-end Reinforcement Learning
Wenjin Liu
Haoran Luo
X. Lin
Haoming Liu
Tiesunlong Shen
Jiapu Wang
Rui Mao
Erik Cambria
LLMAGOffRLLRM
451
1
0
02 Nov 2025
VesSAM: Efficient Multi-Prompting for Segmenting Complex Vessel
VesSAM: Efficient Multi-Prompting for Segmenting Complex Vessel
Suzhong Fu
Rui Sun
X. Ding
Jingqi Dong
Y. Yang
...
Min Chang Jordan Ren
Delin Deng
Angelica I Aviles-Rivero
Shuguang Cui
Zhen Li
115
0
0
02 Nov 2025
ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval
ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval
Ahmed Masry
Megh Thakkar
Patrice Bechard
Sathwik Tejaswi Madhusudhan
Rabiul Awal
...
Srivatsava Daruru
Enamul Hoque
Spandana Gella
Torsten Scholak
Sai Rajeswar
VLM
191
1
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Keys in the Weights: Transformer Authentication Using Model-Bound Latent Representations
Keys in the Weights: Transformer Authentication Using Model-Bound Latent Representations
Ayşe S. Okatan
Mustafa İlhan Akbaş
Laxima Niure Kandel
Berker Peköz
149
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02 Nov 2025
Continual Learning, Not Training: Online Adaptation For Agents
Continual Learning, Not Training: Online Adaptation For Agents
Aman Jaglan
Jarrod Barnes
CLL
189
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02 Nov 2025
AI Progress Should Be Measured by Capability-Per-Resource, Not Scale Alone: A Framework for Gradient-Guided Resource Allocation in LLMs
AI Progress Should Be Measured by Capability-Per-Resource, Not Scale Alone: A Framework for Gradient-Guided Resource Allocation in LLMs
David McCoy
Yulun Wu
Zachary Butzin-Dozier
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MedRECT: A Medical Reasoning Benchmark for Error Correction in Clinical Texts
MedRECT: A Medical Reasoning Benchmark for Error Correction in Clinical Texts
Naoto Iwase
Hiroki Okuyama
Junichiro Iwasawa
LRMELM
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VinDr-CXR-VQA: A Visual Question Answering Dataset for Explainable Chest X-Ray Analysis with Multi-Task Learning
VinDr-CXR-VQA: A Visual Question Answering Dataset for Explainable Chest X-Ray Analysis with Multi-Task Learning
Hai-Dang Nguyen
Ha-Hieu Pham
Hao T. Nguyen
Huy-Hieu Pham
150
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0
01 Nov 2025
Diff4Splat: Controllable 4D Scene Generation with Latent Dynamic Reconstruction Models
Diff4Splat: Controllable 4D Scene Generation with Latent Dynamic Reconstruction Models
Panwang Pan
Chenguo Lin
Jingjing Zhao
Chenxin Li
Yuchen Lin
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Honglei Yan
Kairun Wen
Yunlong Lin
Yixuan Yuan
Yadong Mu
3DGSVGen
145
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Efficiency vs. Alignment: Investigating Safety and Fairness Risks in Parameter-Efficient Fine-Tuning of LLMs
Efficiency vs. Alignment: Investigating Safety and Fairness Risks in Parameter-Efficient Fine-Tuning of LLMs
Mina Taraghi
Y. Pequignot
Amin Nikanjam
Mohamed Amine Merzouk
Foutse Khomh
ALM
324
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Leveraging Multi-Agent System (MAS) and Fine-Tuned Small Language Models (SLMs) for Automated Telecom Network Troubleshooting
Leveraging Multi-Agent System (MAS) and Fine-Tuned Small Language Models (SLMs) for Automated Telecom Network Troubleshooting
Chenhua Shi
Bhavika Jalli
Gregor Macdonald
John Zou
Wanlu Lei
Mridul Jain
Joji Philip
LLMAG
92
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0
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ID-Crafter: VLM-Grounded Online RL for Compositional Multi-Subject Video Generation
ID-Crafter: VLM-Grounded Online RL for Compositional Multi-Subject Video Generation
Panwang Pan
Jingjing Zhao
Yuchen Lin
Chenguo Lin
Chenxin Li
Haopeng Li
Honglei Yan
Tingting Shen
DiffMVGen
354
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Culture Cartography: Mapping the Landscape of Cultural Knowledge
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Caleb Ziems
William B. Held
Jane A. Yu
Amir Goldberg
David Grusky
Diyi Yang
131
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31 Oct 2025
Fine-Tuning Open Video Generators for Cinematic Scene Synthesis: A Small-Data Pipeline with LoRA and Wan2.1 I2V
Fine-Tuning Open Video Generators for Cinematic Scene Synthesis: A Small-Data Pipeline with LoRA and Wan2.1 I2V
Meftun Akarsu
Kerem Catay
Sedat Bin Vedat
Enes Kutay Yarkan
Ilke Senturk
Arda Sar
Dafne Eksioglu
VGen
113
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31 Oct 2025
Adaptive Defense against Harmful Fine-Tuning for Large Language Models via Bayesian Data Scheduler
Adaptive Defense against Harmful Fine-Tuning for Large Language Models via Bayesian Data Scheduler
Zixuan Hu
Li Shen
Zhenyi Wang
Yongxian Wei
Dacheng Tao
AAML
158
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Phased DMD: Few-step Distribution Matching Distillation via Score Matching within Subintervals
Phased DMD: Few-step Distribution Matching Distillation via Score Matching within Subintervals
Xiangyu Fan
Zesong Qiu
Z. Wu
Fanzhou Wang
Zhiqian Lin
Tianxiang Ren
Dahua Lin
Ruihao Gong
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DiffM
183
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Data-Efficient Domain Adaptation for LLM-based MT using Contrastive Preference Optimization
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Antonio Castaldo
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PETAR: Localized Findings Generation with Mask-Aware Vision-Language Modeling for PET Automated Reporting
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Danyal Maqbool
Changhee Lee
Zachary Huemann
Samuel Church
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451
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A Dual Large Language Models Architecture with Herald Guided Prompts for Parallel Fine Grained Traffic Signal Control
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Towards Universal Video Retrieval: Generalizing Video Embedding via Synthesized Multimodal Pyramid Curriculum
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Mingxin Li
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Dingkun Long
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Learning Generalizable Visuomotor Policy through Dynamics-Alignment
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99
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Languages are Modalities: Cross-Lingual Alignment via Encoder Injection
Languages are Modalities: Cross-Lingual Alignment via Encoder Injection
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Aarush Gupta
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Self-Improving Vision-Language-Action Models with Data Generation via Residual RL
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Wenli Xiao
Haotian Lin
Andy Peng
Haoru Xue
Tairan He
...
Jimmy Wu
Zhengyi Luo
Linxi Fan
Guanya Shi
Yuke Zhu
VLM
570
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