Task-Differentiated Atomic Skill Expansion and Routing for Continual Learning Across Highly Heterogeneous Tasks

@misc{wang2026taskdifferentiated,
  title = {Task-Differentiated Atomic Skill Expansion and Routing for Continual Learning Across Highly Heterogeneous Tasks},
  author = {Jiacheng Wang and Xinjia He and Qichao Ding and Yu-Tao Yang and Jie Zhou and Liyang Yu and Liang Dou and Qin Chen},
  year = {2026},
  eprint = {2606.21307},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.21307},
}