一作NeurIPS 2026Poster
RipplePLM: Structural and Property Decoupling for Protein Mutation Effect Generation
Liuzhenghao Lv · Yuyang Liu · Yuyang Gao · Li Yuan · Yonghong Tian
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Liuzhenghao Lv · Yuyang Liu · Yuyang Gao · Li Yuan · Yonghong Tian
Yuyang Liu · Jingya Wang · Liuzhenghao Lv · Yonghong Tian
Large language models (LLMs) have demonstrated significant reasoning capabilities in scientific discovery but struggle to bridge the gap to physical execution in wet-labs. In these irreversible environments, probabilistic hallucinations are not merely incorrect; they can cause equipment damage or...