R-Tuning: Instructing Large Language Models to Say ‘I Don’t Know’ NAACL

Hanning Zhang | Shizhe Diao | Yong Lin | Yi Fung | Qing Lian | Xingyao Wang | Yangyi Chen | Heng Ji | Tong Zhang |

MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance EMNLP

Renjie Pi | Tianyang Han | Jianshu Zhang | Yueqi Xie | Rui Pan | Qing Lian | Hanze Dong | Jipeng Zhang | Tong Zhang |

The Instinctive Bias: Spurious Images lead to Illusion in MLLMs EMNLP

Tianyang Han | Qing Lian | Rui Pan | Renjie Pi | Jipeng Zhang | Shizhe Diao | Yong Lin | Tong Zhang |