Author

Zi‐Xuan Chen

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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