AAAI 2026technical0 citations

AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models

Haokun Chen, Jianing Li, Yao Zhang, Jinhe Bi, Yan Xia, Jindong Gu, Volker Tresp

Abstract

Multimodal Large Language Models (MLLMs) achieve impressive performance once optimized on massive datasets. Such datasets often contain sensitive or copyrighted content, raising significant data privacy concerns. Regulatory frameworks mandating the

BibTeX
@inproceedings{aaai2026_auvicadversarial,
  title = {AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models},
  author = {Haokun Chen and Jianing Li and Yao Zhang and Jinhe Bi and Yan Xia and Jindong Gu and Volker Tresp},
  booktitle = {AAAI 2026},
  year = {2026}
}