Author

Mianzhi Pan

Nanjing UniversityORCID 0009-0008-5971-5285Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:protein sequence· 2 Research Focus:drug response / drug discovery· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Jianbing ZhangiD· 2 shared Pi LiuiD· 2 shared Chenyang Yan· 1 shared Feng LiiD· 1 shared Jiaxin Fan· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 8 mutual co-author links

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2 shared papersBioinformatics

Jianbing ZhangORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJul 3, 2026

Strict OOD Antigen-to-Antibody Retrieval with CDR-Aware Slot Late Interaction

Pi Liu, Mianzhi Pan, Chenyang Yan…·Jianbing Zhang

The paper introduces Ab-CASLR, a method for antigen-specific antibody retrieval under strict out-of-distribution conditions, achieving better performance than existing methods.

DOI 10.64898/2026.06.30.735486

protein sequencedeep learning

𝕏 PostBluesky

BioinformaticsbioRxivPreprintJul 2, 2026

ProLoc: Text-guided Localization of Protein Functional Regions

Pi Liu, Jiaxin Fan, Mianzhi Pan, Jianbing Zhang

ProLoc localizes protein functional regions using text guidance, outperforming existing methods on a new benchmark.

DOI 10.64898/2026.06.24.733131

protein sequencedeep learning

𝕏 PostBluesky