Zhang, X. et al. 2026. L2-LoRA: Improving Low-Rank Adaptation with Layer-Specific Regularization. Proceedings of the AAAI Conference on Artificial Intelligence. 40, 41 (Mar. 2026), 34817–34826. DOI:https://doi.org/10.1609/aaai.v40i41.40784.