Junhyeok Jeon

Learning Adaptive Perturbation-Conditioned Contexts for Robust Transcriptional Response Prediction

Predicting high-dimensional transcriptional responses to genetic perturbations is challenging due to severe experimental noise and sparse gene-level effects. Existing methods often suffer from mean collapse, where high correlation is achieved by predicting global average expression rather than pertu…