Author

Qianya Xu

University of California San Diego

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

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Hong-Gang WangiD· 1 shared Xinhang Zhang· 1 shared Xuening WuiD· 1 shared Yanlan KangiD· 1 shared Zeping Chen· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Hong-Gang WangORCID

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1 paper

Recent·Most cited

The Darwin-Godel Drug Discovery Machine (DGDM): A Self-Improving AI Framework

Xuening Wu, Xinhang Zhang, Yanlan Kang, Qianya Xu, Hong-Gang Wang, Zeping Chen

The paper introduces DGDM, a self-improving AI framework for drug discovery that enhances molecular design and pipeline optimization, achieving improved binding affinity while maintaining drug-likeness and novelty.

bioRxiv · Aug 21, 2025 · PreprintBioinformatics