@article{harmoniousparameteradaptationincontinual, title = {Harmonious Parameter Adaptation in Continual Visual Instruction Tuning for Safety-Aligned MLLMs}, author = {Ziqi Wang and Chang Che and Qi Wang and Hui Ma and Zenglin Shi and Cees G. M. Snoek and Meng Wang}, year = {2025}, eprint = {2511.20158}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.20158}, }