Author

Byeongtak Lee

Purdue University West Lafayette

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Anton V. SinitskiyiD· 1 shared Bo YangiD· 1 shared Chijian Xiang· 1 shared J J Li· 1 shared Ke XuiD· 1 shared Tongtong Li· 1 shared Yunong Xu· 1 shared Yutong ShiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Anton V. SinitskiyORCID

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1 paper

Recent·Most cited

StructureSAFE: A structure-aware chemical language model for unified hit identification and lead optimization

Bo Yang, Ke Xu, Chijian Xiang, Byeongtak Lee, Yunong Xu, Tongtong Li, Yutong Shi, Anton V. Sinitskiy, J J Li

StructureSAFE is a chemical language model that combines protein structure and evolutionary information with molecular representations to improve hit identification and lead optimization, achieving state-of-the-art performance in chemical plausibility and binding affinity prediction.

bioRxiv · Jul 2, 2026 · PreprintBioinformatics