Xinyang Geng

The paper introduces a framework for designing cell-type-specific promoters using model-based optimization, demonstrating improved specificity in blood cancer cell lines.

This paper develops transfer learning strategies to model promoter-driven gene expression in understudied cell types, showing improvements in performance with pretraining and transfer.