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- title: "Unlearning Isn't Invisible: Detecting Unlearning Traces in LLMs from Model Outputs"
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image: dummy.png
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description:
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authors: "<span style='color:blue'>Y. Chen*</span>, <span style='color:blue'>S. Pal*</span>, <span style='color:blue'>Y. Zhang</span>, Q. Qu, <span style='color:blue'>S. Liu</span>"
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link:
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url: https://openreview.net/forum?id=bqEnnzfhBZ
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display: "ICLR'26"
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highlight: 0
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news2:
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post:
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- title: "Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-Tuning and Can Be Mitigated by Machine Unlearning"
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image: dummy.png
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description:
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authors: "<span style='color:blue'>Y. Chen*</span>, <span style='color:blue'>Y. Yao*</span>, <span style='color:blue'>Y. Zhang</span>, B. Shen, G. Liu, <span style='color:blue'>S. Liu</span>"
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link:
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url: https://openreview.net/forum?id=Qi1rZa4zzl
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display: "ICLR'26"
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highlight: 0
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news2:
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post:
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- title: "Downgrade to Upgrade: Optimizer Simplification Enhances Robustness in LLM Unlearning"
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image: dummy.png
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description:
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authors: "<span style='color:blue'>Y. Lang</span>, <span style='color:blue'>Y. Zhang</span>, <span style='color:blue'>C. Fan</span>, <span style='color:blue'>C. Wang</span>, <span style='color:blue'>J. Jia, <span style='color:blue'>S. Liu</span>"
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link:
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url: https://openreview.net/forum?id=Sswng2ToR4
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display: "ICLR'26"
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highlight: 0
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news2:
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post:
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- title: "CyclicReflex: Improving Reasoning Models via Cyclical Reflection Token Scheduling"
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image: dummy.png
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description:
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authors: "<span style='color:blue'>C. Fan</span>, <span style='color:blue'>Y. Zhang</span>, <span style='color:blue'>J. Jia</span>, A. O. Hero, <span style='color:blue'>S. Liu</span>"
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link:
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url: https://openreview.net/forum?id=4oOF4J2xSy
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display: "ICLR'26"
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highlight: 0
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news2:
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post:
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- title: "The Fragile Truth of Saliency: Improving LLM Input Attribution via Attention Bias Optimization"
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image: dummy.png
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