@article{energystructuredlowrankadaptationforcont, title = {Energy-Structured Low-Rank Adaptation for Continual Learning}, author = {Longhua Li and Lei Qi and Qi Tian and Xin Geng}, year = {2026}, eprint = {2605.27482}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.27482}, }