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2509.02820
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Unlearning That Lasts: Utility-Preserving, Robust, and Almost Irreversible Forgetting in LLMs
2 September 2025
Naman D. Singh
Maximilian Müller
Francesco Croce
Matthias Hein
MU
KELM
CLL
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Papers citing
"Unlearning That Lasts: Utility-Preserving, Robust, and Almost Irreversible Forgetting in LLMs"
4 / 4 papers shown
A Survey on Unlearning in Large Language Models
Ruichen Qiu
Jiajun Tan
Jiayue Pu
Honglin Wang
Xiao-Shan Gao
Fei Sun
MU
AILaw
PILM
666
0
0
29 Oct 2025
LLM Unlearning Under the Microscope: A Full-Stack View on Methods and Metrics
Chongyu Fan
Changsheng Wang
Yancheng Huang
Soumyadeep Pal
Sijia Liu
MU
ELM
195
0
0
08 Oct 2025
Downgrade to Upgrade: Optimizer Simplification Enhances Robustness in LLM Unlearning
Yicheng Lang
Yihua Zhang
Chongyu Fan
Changsheng Wang
Jinghan Jia
Sijia Liu
MU
357
0
0
01 Oct 2025
Understanding the Dilemma of Unlearning for Large Language Models
Qingjie Zhang
Haoting Qian
Zhicong Huang
Cheng Hong
Shiyu Huang
Ke Xu
Chao Zhang
Han Qiu
MU
259
1
0
29 Sep 2025
1