@article{readingthecelldesigningthecureperturbati,
  title = {Reading the Cell, Designing the Cure: Perturbation-Conditioned Molecular Diffusion for Function-Oriented Drug Design},
  author = {Ziyu Xu and Zijian Zhang and Liang Wang and Zhiyuan Liu and Qiang Liu and Shu Wu and Liang Wang},
  year = {2026},
  eprint = {2605.15243},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.15243},
}