Functional Subnetwork Localization for Efficient Continual Learning in Large Language Models

Shuoran Jiang, Wentao Zhu, Yang Xiang +8

Biological intelligence continually adapts to new information while retaining prior skills through localized plasticity. In contrast, continual learning in large language models (L…