Tianlei Ying

LineageFlow: Flow Matching for High-Fidelity Family-Aware Protein Sequence Generation

Protein sequence generation for engineering requires samples that are biophysically plausible and, when targeting a family/domain, remain recognizable members while exploring within-family diversity. Current discrete generative models typically start from uniform or masked-token noise, which discard…