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Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
15 June 2025
Changsheng Wang
Chongyu Fan
Yihua Zhang
Jinghan Jia
Dennis Wei
Parikshit Ram
Nathalie Baracaldo
Sijia Liu
MU
KELM
LRM
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Papers citing
"Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills"
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: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding
Hadi Reisizadeh
Jiajun Ruan
Yiwei Chen
Soumyadeep Pal
Sijia Liu
Mingyi Hong
MU
363
0
0
07 Nov 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
196
0
0
08 Oct 2025
A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models
Yanbo Wang
Yongcan Yu
Jian Liang
Ran He
HILM
LRM
205
6
0
04 Sep 2025
Unlearning as Ablation: Toward a Falsifiable Benchmark for Generative Scientific Discovery
Robert Yang
MU
242
0
0
25 Aug 2025
R1-ACT: Efficient Reasoning Model Safety Alignment by Activating Safety Knowledge
Yeonjun In
Wonjoong Kim
S. Park
Chanyoung Park
LRM
139
3
0
01 Aug 2025
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