Author

Lisheng Zhang

Peking University

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1

Frequent Co-Authors

Bin ZhouiD· 1 shared Haoran Sun· 1 shared Haoyang Su· 1 shared Lei BaiiD· 1 shared Lilong Wang· 1 shared Qikui Yang· 1 shared Qingsong Li· 1 shared Wei TangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Bin ZhouORCID

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1 paper

Recent·Most cited

MolClaw: An Autonomous Agent with Hierarchical Skills for Drug Molecule Evaluation, Screening, and Optimization

Lisheng Zhang, Lilong Wang, Xiangyu Sun, Wei Tang, Haoyang Su, Yuehui Qian, Qikui Yang, Qingsong Li, Zhenyu Tang, Haoran Sun, Yingnan Han, Yankai Jiang, Wenjie Lou, Bin Zhou, Xiaosong Wang, , Zhengwei Xie

MolClaw is an autonomous agent that evaluates, screens, and optimizes drug molecules using a hierarchical skill system, achieving state-of-the-art performance in complex workflows.

bioRxiv · Apr 6, 2026 · PreprintBioinformatics