@article{fromisolationtointegrationbuildinganadap,
  title = {From Isolation to Integration: Building an Adaptive Expert Forest for Pre-Trained Model-based Class-Incremental Learning},
  author = {Ruiqi Liu and Boyu Diao and Hangda Liu and Zhulin An and Fei Wang and Yongjun Xu},
  year = {2026},
  eprint = {2602.20911},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.20911},
}