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Jiaqi Li · Zihan You · Ruoyan Shen · Shenyu Zhang · Songlin Zhai · Yongrui Chen · Chuanyi Zhang · Jiahui Geng · Fakhri Karray · Sheng Bi · Guilin Qi
Jiaqi Li · Zhijing Zhang · Jiahui Geng · Sheng Bi · Chuanyi Zhang · Fan Liu · Guilin Qi
Machine unlearning in multimodal large language models (MLLMs) aims to remove specific concepts while preserving overall utility. However, existing approaches focus primarily on general utility metrics, overlooking the preservation of semantically related concepts. We present the first systematic...
Liang Yao · Fan Liu · Hongbo Lu · Chuanyi Zhang · Rui Min · Shengxiang Xu · Shimin Di · Pai Peng