Author

Tianxu Lv

Jiangnan UniversityORCID 0009-0006-8192-9330Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 2 Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Research Focus:drug response / drug discovery· 1 Assay:scRNA-seq· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Calvin Yu‐Chian CheniD· 1 shared Guanxing CheniD· 1 shared Haohuai HeiD· 1 shared J. Zhu· 1 shared Jiehui HuangiD· 1 shared Jun ZhuiD· 1 shared Linlin YouiD· 1 shared Shouzhi CheniD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Calvin Yu‐Chian ChenORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsScience AdvancesPeer-reviewedAug 28, 2026

scProtoTransformer: Scalable Reference Mapping Across Molecules, Cells and Donors

Zhenchao Tang, Haohuai He, Shouzhi Chen…·Calvin Yu‐Chian Chen

scProtoTransformer provides a scalable reference mapping framework across molecular, cellular, and donor levels using a prototype-based Transformer model with improved interpretability and performance.

2 citations

scRNA-seqdeep learning

𝕏 PostBluesky

BioinformaticsbioRxivPreprintJan 5, 2026

PRADA-DTI: A Prototype-Retrieval Augmented Domain-Adaptation Framework for Drug-Target Interaction Prediction

J. Zhu, Tianxu Lv, Xiang Pan

PRADA-DTI improves drug-target interaction prediction by enabling continual learning from new protein domains with minimal parameter updates and reduced forgetting.

DOI 10.64898/2026.01.05.697600

deep learningcontrastive learning

𝕏 PostBluesky