URFPert: Unrolled Regulatory Flow Network for Out-of-Distribution Single-Cell Perturbation Prediction
Xiao-Qi Sheng, Jia-Wen Liu, Yu-Tong Li et al.
· 0 citations
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Conference
Open access
Sep 2026
URFPert: Unrolled Regulatory Flow Networks for Out-of-Distribution Single-Cell Perturbation Prediction
Single-cell perturbation screens enable systematic discovery of gene regulatory mechanisms, yet the exponential expansion of perturbation space makes comprehensive experimentation impractical. Although in silico predictors have been increasingly proposed to address this challenge, most existing methods either assume st...
Xiao-Qi Sheng, Jia-Wen Liu, Yu-Tong Li et al.
· Proceedings of the Thirty-Fi... · 0 citations