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Multi-to-uni modal knowledge transfer pre-training for molecular representation learning

Crossref DOI link: https://doi.org/10.1038/s41467-026-69302-6

Published Online: 2026-02-14

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Xiong, Zhankun https://orcid.org/0000-0002-8040-8836
Wang, Ziyan https://orcid.org/0000-0002-0424-4606
Huang, Feng https://orcid.org/0000-0001-5502-8105
Qiu, Minyao

Fang, Shuyan

Yang, Liuqing

Zhou, Xionghui https://orcid.org/0000-0003-1234-1091
Liu, Shichao https://orcid.org/0000-0001-7217-4462
Zhang, Ping https://orcid.org/0000-0002-4601-0779
Zhang, Wen https://orcid.org/0000-0001-5221-2628
License Information

Text and Data Mining valid from 2026-02-14

Accepted Manuscript valid from 2026-02-14
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Article History

Received: 9 October 2024

Accepted: 23 January 2026

First Online: 14 February 2026

Competing interests

: The authors declare no competing interests.