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MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA

MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA

19 December 2023
Lang Yu
Qin Chen
Jie Zhou
Liang He
    KELM
ArXiv (abs)PDFHTML

Papers citing "MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA"

26 / 26 papers shown
Title
Edit Less, Achieve More: Dynamic Sparse Neuron Masking for Lifelong Knowledge Editing in LLMs
Edit Less, Achieve More: Dynamic Sparse Neuron Masking for Lifelong Knowledge Editing in LLMs
Jinzhe Liu
Junshu Sun
Shufan Shen
Chenxue Yang
Shuhui Wang
KELMCLL
277
1
0
25 Oct 2025
MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts
MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts
Shujun Xia
Haokun Lin
Yichen Wu
Yinan Zhou
Zixuan Li
...
Yefeng Zheng
Xiang Li
Caifeng Shan
Zhenan Sun
Quanzheng Li
KELM
351
0
0
15 Oct 2025
Energy-Regularized Sequential Model Editing on Hyperspheres
Energy-Regularized Sequential Model Editing on Hyperspheres
Qingyuan Liu
Jia-Chen Gu
Yunzhi Yao
Hong Wang
Nanyun Peng
KELM
196
0
0
01 Oct 2025
Disabling Self-Correction in Retrieval-Augmented Generation via Stealthy Retriever Poisoning
Disabling Self-Correction in Retrieval-Augmented Generation via Stealthy Retriever Poisoning
Yanbo Dai
Zhenlan Ji
Zongjie Li
Kuan Li
Shuai Wang
SILMAAMLKELM
129
1
0
27 Aug 2025
NeuralDB: Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database
NeuralDB: Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database
Weizhi Fei
Hao Shi
Jing Xu
Jingchen Peng
Jiazheng Li
Jingzhao Zhang
Bo Bai
Wei Han
Z. Chen
Xueyan Niu
KELM
133
0
0
24 Jul 2025
DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models
DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models
Zhiyi Shi
Binjie Wang
Chongjie Si
Yichen Wu
Junsik Kim
Hanspeter Pfister
KELMVLM
248
1
0
16 Jun 2025
InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing
InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing
Shuaiyi Li
Zhisong Zhang
Yang Deng
Chenlong Deng
Tianqing Fang
Hongming Zhang
Haitao Mi
Dong Yu
Wai Lam
KELM
184
0
0
28 May 2025
Disentangling Knowledge Representations for Large Language Model Editing
Disentangling Knowledge Representations for Large Language Model Editing
Mengqi Zhang
Zisheng Zhou
Xiaotian Ye
Qiang Liu
Zhaochun Ren
Zhumin Chen
Sudipta Singha Roy
KELM
154
4
0
24 May 2025
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing
Peng Wang
Biyu Zhou
Xuehai Tang
Jizhong Han
Songlin Hu
KELM
217
0
0
21 May 2025
Temporal Alignment of Time Sensitive Facts with Activation Engineering
Temporal Alignment of Time Sensitive Facts with Activation Engineering
Sanjay Govindan
Maurice Pagnucco
Yang Song
KELMLLMSVAI4CE
326
0
0
20 May 2025
EAMET: Robust Massive Model Editing via Embedding Alignment Optimization
EAMET: Robust Massive Model Editing via Embedding Alignment Optimization
Yanbo Dai
Zhenlan Ji
Zongjie Li
Shuai Wang
KELM
199
0
0
17 May 2025
On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models
On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models
Ding Cao
Yuchen Cai
Rongxi Guo
Xiaoxiao He
Guiquan Liu
Guiquan Liu
Guangzhong Sun
KELM
321
0
0
12 May 2025
Exploiting Edited Large Language Models as General Scientific Optimizers
Exploiting Edited Large Language Models as General Scientific OptimizersNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Qitan Lv
T. Liu
Haoyu Wang
368
4
0
08 Mar 2025
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple DomainsInternational Conference on Learning Representations (ICLR), 2024
Yein Park
Chanwoong Yoon
Jungwoo Park
Donghyeon Lee
Minbyul Jeong
Jaewoo Kang
KELM
381
3
0
13 Oct 2024
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
AlphaEdit: Null-Space Constrained Knowledge Editing for Language ModelsInternational Conference on Learning Representations (ICLR), 2024
Cunchun Li
Houcheng Jiang
Kun Wang
Yunshan Ma
Shi Jie
Xiangnan He
Tat-Seng Chua
Tat-seng Chua
KELM
435
129
0
03 Oct 2024
"Why" Has the Least Side Effect on Model Editing
"Why" Has the Least Side Effect on Model Editing
Tsung-Hsuan Pan
Chung-Chi Chen
Hen-Hsen Huang
Hsin-Hsi Chen
KELM
90
1
0
27 Sep 2024
Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit
Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEditAAAI Conference on Artificial Intelligence (AAAI), 2024
Qizhou Chen
Taolin Zhang
Chengyu Wang
Xiaofeng He
Dakan Wang
Tingting Liu
KELM
546
4
0
19 Aug 2024
Composable Interventions for Language Models
Composable Interventions for Language Models
Arinbjorn Kolbeinsson
Kyle O'Brien
Tianjin Huang
Shanghua Gao
Shiwei Liu
...
Anurag J. Vaidya
Faisal Mahmood
Marinka Zitnik
Tianlong Chen
Thomas Hartvigsen
KELMMU
429
4
0
09 Jul 2024
In-Context Editing: Learning Knowledge from Self-Induced Distributions
In-Context Editing: Learning Knowledge from Self-Induced Distributions
Siyuan Qi
Bangcheng Yang
Kailin Jiang
Xiaobo Wang
Jiaqi Li
Yifan Zhong
Yaodong Yang
Zilong Zheng
KELM
482
15
0
17 Jun 2024
Perturbation-Restrained Sequential Model Editing
Perturbation-Restrained Sequential Model Editing
Junjie Ma
Hong Wang
Haoyang Xu
Zhen-Hua Ling
Jia-Chen Gu
KELM
450
15
0
27 May 2024
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Qizhou Chen
Taolin Zhang
Xiaofeng He
Dongyang Li
Chengyu Wang
Longtao Huang
Hui Xue
CLLKELM
279
30
0
06 May 2024
Towards Incremental Learning in Large Language Models: A Critical Review
Towards Incremental Learning in Large Language Models: A Critical Review
M. Jovanovic
Peter Voss
ELMCLLKELM
472
8
0
28 Apr 2024
Editing Factual Knowledge and Explanatory Ability of Medical Large
  Language Models
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
Derong Xu
Ziheng Zhang
Zhihong Zhu
Zhenxi Lin
Qidong Liu
...
Wanyu Wang
Yuyang Ye
Xiangyu Zhao
Yefeng Zheng
Enhong Chen
KELM
173
20
0
28 Feb 2024
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential
  Memory Editing in Large Language Models
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models
Zihao Lin
Mohammad Beigi
Hongxuan Li
Jiuxiang Gu
Yuxiang Zhang
Qifan Wang
Wenpeng Yin
Lifu Huang
KELM
130
10
0
16 Feb 2024
Model Editing by Standard Fine-Tuning
Model Editing by Standard Fine-Tuning
G. Gangadhar
Karl Stratos
KELM
229
15
0
16 Feb 2024
Knowledge Editing for Large Language Models: A Survey
Knowledge Editing for Large Language Models: A SurveyACM Computing Surveys (ACM Comput. Surv.), 2023
Song Wang
Yaochen Zhu
Haochen Liu
Zaiyi Zheng
Chen Chen
Wenlin Yao
KELM
414
196
0
24 Oct 2023
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