作者位次 #2/7ACL 2026Poster· Natural Language Processing
SGPVT : Self-Generated Proximal Visual Tokens for Mitigating Proximal Collateral Damage in MLLM Unlearning
Jiaqi Li · Zhijing Zhang · Jiahui Geng · Sheng Bi · Chuanyi Zhang · Fan Liu · Guilin Qi
摘要
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...