@inproceedings{Shi:Zhao:Tan:Yu:Zhou2026,<br>
  author = {Hao-Yu Shi, Zhi-Hao Tan, Zi-Chen Zhao, Yang Yu, Zhi-Hua Zhou},<br>
  title = {Constructive Specification for Plug-and-Play Learnware Agents},<br>
  booktitle = {The 14th International Conference on Learning Representations},<br>
  year = {2026}<br>
}