Conference
Open access
Sep 2026
URFPert: Unrolled Regulatory Flow Networks for Out-of-Distribution Single-Cell Perturbation Prediction
Comprehensive evaluations on five single-cell perturbation datasets demonstrate that URFPert outperforms state-of-the-art methods in unseen perturbation regimes, providing a powerful tool for interpreting regulatory mechanisms.
Xiao-Qi Sheng, Jia-Wen Liu, Yu-Tong Li et al.
· Proceedings of the Thirty-Fi... · 0 citations