@article{ctrldnacontrollablecelltypespecific, title = {Ctrl-DNA: Controllable Cell-Type-Specific Regulatory DNA Design via Constrained RL}, author = {Xingyu Chen and Shihao Ma and Runsheng Lin and Jiecong Lin and Bo wang}, year = {2025}, eprint = {2505.20578}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.20578v1}, }