@article{attentionspectrumregularizationforreplay,
  title = {Attention-Spectrum Regularization for Replay-Free Continual Multimodal LLMs},
  author = {Chuangxin Zhao and Canran Xiao and Siyuan Ma and Mengyao Lyu and Yanbiao Ma and Jun Xia and Guiguang Ding and Yang Liu},
  year = {2026},
  eprint = {2606.23063},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.23063},
}