Yongqi Huang

Yongqi is a master’s student in Bioengineering at Penn who develops machine learning methods for protein interactions and cellular perturbation modeling. He built P3Bind, an interaction-aware framework for PDZ–PBM binding affinity prediction and peptide design. He is also first author of a 2026 preprint showing why virtual-cell models struggle to generalize to unseen interventions.