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      "name": "Xiaochuan Li",
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  "bibtex": "https://research.draconitic.com/paper/dakgwt75c42q6.bib",
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  "doi": "10.48550/arxiv.2606.22731",
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  "pdf_url": "https://arxiv.org/pdf/2606.22731",
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  "published": "2026-06-22",
  "publisher": "Cornell University",
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  "title": "Closed-loop Auto Research for Molecular Property Prediction: Discovering and Certifying Generalizable Improvements",
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