Uiwon Hwang

AdaGeneBudget: Cell-Adaptive Gene-Token Allocation for Efficient Single-Cell Foundation Models

AdaGeneBudget is introduced, a training-free gene-token selection method that combines each gene’s expression with reference-derived inverse detection frequency and retains the shortest ranked prefix that captures a target fraction of the cell’s expression-specificity score mass, which establishes biologically informed...