Author

Guangsheng Cheng

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Conference Open access 2026

Mitigating Safety Context Amnesia in Multimodal Reasoning Models via Intent-Guided Safety Reasoning

Intent-Guided Safety Reasoning (IGSR), an inference-time defense that operates without modifying target model parameters, is proposed, which improves defense success rates by over 62% compared to baselines, while largely preserving task utility.

Xiyao Dong, Guangsheng Cheng, Yilong Chen et al. · Annual Meeting of the Associ... · 0 citations