@article{reasoningportabilityguidingcontinuallear,
  title = {Reasoning Portability: Guiding Continual Learning for MLLMs in the RLVR Era},
  author = {Qiuhe Hong and Yuyang Liu and Shuo Yang and Tiantian Peng and Fei Zhu and Yonghong Tian},
  year = {2026},
  eprint = {2605.18903},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.18903},
}