作者位次 #4/5ICLR 2026Poster· Social Aspects / Trustworthy Machine Learning
TAO-Attack: Toward Advanced Optimization-Based Jailbreak Attacks for Large Language Models
Zhi Xu · Jiaqi Li · Xiaotong Zhang · Hong Yu · Han Liu
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Zhi Xu · Jiaqi Li · Xiaotong Zhang · Hong Yu · Han Liu
Han Liu · Shuotian Ma · Hui Li · Xiaotong Zhang · Fenglong Ma · Hong Yu
Knowledge distillation has emerged as a pivotal paradigm for transferring the superior reasoning capabilities of Large Reasoning Models (LRMs) to efficient student models. However, the raw Chain-of-Thought (CoT) trajectories are often verbose and redundant, which dilutes the underlying logic and...
Han Liu · Haotian Gao · Changya Li · Feng Zhang · Xiaotong Zhang · Wei Wang · Hong Yu