Author

Guancheng Wan

University of California, Los Angeles

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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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Organism:human· 1 Research Focus:protein design· 1

Frequent Co-Authors

Dongyao Wang· 1 shared Fei Meng· 1 shared Jin Han· 1 shared Junhong LiuiD· 1 shared Le CongiD· 1 shared Mengyang Wang· 1 shared Mingyang XuiD· 1 shared Qingran Cai· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Dongyao Wang

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1 paper

Recent·Most cited

STELLA: Self-Evolving LLM Agent for Biomedical Research

Ruofan Jin, Mingyang Xu, Fei Meng, Guancheng Wan, Qingran Cai, Yize Jiang, Jin Han, Yuanyuan Chen, Wanqing Lu, Mengyang Wang, Zhiqian Lan, Yuxuan Jiang, Junhong Liu, Dongyao Wang, Le Cong, Zaixi Zhang

STELLA is a self-evolving AI agent that improves through interaction, achieving high performance in biomedical tasks and driving experimental discoveries in oncology and protein engineering.

bioRxiv · Jul 1, 2025 · PreprintBioinformatics