作者位次 #5/5ICLR 2026Poster
AttTok: Marrying Attribute Tokens with Generative Pre-trained Vision-Language Models towards Medical Image Understanding
Hualiang Wang · Xinyue Xu · Lehan Wang · Bin Pu · Xiaomeng Li
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Hualiang Wang · Xinyue Xu · Lehan Wang · Bin Pu · Xiaomeng Li
Jingyu Lu · Haonan Wang · Qixiang ZHANG · Xiaomeng Li
Hualiang Wang · Siming Fu · Weinan Jia · Yuning Lu · Mu Liu · Jidong Jiang · Xiaomeng Li
Ki Sen Hung · Xi Yang · Chang Liu · Haoran Li · Kejiang Chen · Changxuan Fan · Tsun On Kwok · Weiming Zhang · Xiaomeng Li · Yangqiu Song
A central goal of LLM alignment is to balance helpfulness with harmlessness, yet these objectives conflict when the same knowledge serves both legitimate and malicious purposes. This tension is amplified by context-sensitive alignment: we observe that domain-specific contexts (e.g., chemistry) se...