Bryan Cheng

When Does Context Help? A Systematic Study of Target-Conditional Molecular Property Prediction

The first systematic study of when target context helps molecular property prediction is presented, evaluating context conditioning across 10 diverse protein families, 4 fusion architectures, data regimes, and both temporal and random evaluation splits, providing the first rigorous evidence that context-conditional mol...