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Wang, Changsheng
3 publications
ICLR
2026
Downgrade to Upgrade: Optimizer Simplification Enhances Robustness in LLM Unlearning
Yicheng Lang
,
Yihua Zhang
,
Chongyu Fan
,
Changsheng Wang
,
Jinghan Jia
,
Sijia Liu
ICML
2025
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning
Changsheng Wang
,
Yihua Zhang
,
Jinghan Jia
,
Parikshit Ram
,
Dennis Wei
,
Yuguang Yao
,
Soumyadeep Pal
,
Nathalie Baracaldo
,
Sijia Liu
NeurIPS
2025
The Fragile Truth of Saliency: Improving LLM Input Attribution via Attention Bias Optimization
Yihua Zhang
,
Changsheng Wang
,
Yiwei Chen
,
Chongyu Fan
,
Jinghan Jia
,
Sijia Liu