HarmonyCell: Automating Single-Cell Perturbation Modeling under Semantic and Distribution Shifts

Wenxuan Huang, Mingyu Tsoi, Yanhao Huang +10

Single-cell perturbation studies face dual heterogeneity bottlenecks: (i) semantic heterogeneity--identical biological concepts encoded under incompatible metadata schemas across d…