Open access
Jul 2026
Navigating chemical-linguistic sharing space with heterogeneous molecular encoding
HME is presented, a framework that combines multiple views of molecules to improve molecular understanding and design and enables bidirectional navigation of the chemical-linguistic space, achieving consistent improvements across molecular comprehension and design tasks over strong baselines.
Liuzhenghao Lv, Hao Li, Yu Wang et al.
· Nature Communications · 0 citations