@article{protoadaprototypeguidedadaptiveadapterex,
  title = {ProtoAda: Prototype-Guided Adaptive Adapter Expansion and Geometric Consolidation for Multimodal Continual Instruction Tuning},
  author = {Yu-Cheng Shi and Zhen-Hao Xie and Jun-Tao Tang and Da-Wei Zhou},
  year = {2026},
  eprint = {2606.02576},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.02576},
}