Tianle Yue

PolyGLOT: Graph-Token Language Modeling for Unified Polymer Property Prediction and Programmable Generation

Polymer design benefits from representations that combine efficient sequence modeling with explicit access to molecular graph structure. String representations provide compact sequences but most remain sensitive to syntax and connectivity errors, whereas sequential graph generation becomes more costly as molecular grap...