Zihan You

Knowledge Externalization: Reversible Unlearning and Modular Retrieval in Multimodal Large Language Models

Multimodal Large Language Models (MLLMs) achieve remarkable cross-modal understanding by training on vast web-scale datasets, but inadvertently internalize sensitive personal and proprietary information. Existing machine unlearning methods address this by irreversibly altering model parameters to pe…