@inproceedings{icml2026,
  author    = {Yuanjie Lyu and
               Chengyu Wang and
               Jun Huang and
               Tong Xu},
  title     = {Student-Centered Distillation Narrows the Agentic Gap Between Small and Large LLMs},
  booktitle = {Proceedings of the 43rd International Conference on Machine Learning},
  year      = {2026},
  pages     = {84006–84029},
  volume    = {306},
  series    = {Proceedings of Machine Learning Research},
  month     = {06--11 Jul},
  publisher = {PMLR}
}