Scholar: Yunan Luo

Yunan Luo

Metabolic activity organizes olfactory representations

  • Wesley W Qian, Jennifer N Wei, Benjamin Sanchez-Lengeling, …, Jian Peng, Richard C Gerkin, Alexander B Wiltschko
  • Elife, 10.7554/elife.82502
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Enzyme function prediction using contrastive learning

  • Tianhao Yu, Haiyang Cui, Jianan Canal Li, …, Yunan Luo, Guangde Jiang, Huimin Zhao
  • Science, 10.1126/science.adf2465
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scPretrain: multi-task self-supervised learning for cell-type classification

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ECNet is an evolutionary context-integrated deep learning framework for protein engineering

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Deep geometric representations for modeling effects of mutations on protein-protein binding affinity

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Few-shot learning creates predictive models of drug response that translate from high-throughput screens to individual patients

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Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth

  • Adi L Tarca, Bálint Ármin Pataki, Roberto Romero, …, Gustavo Stolovitzky, Istvan Csabai, James C Costello
  • Cell Rep Med, 10.1016/j.xcrm.2021.100323
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Crowdsourced mapping of unexplored target space of kinase inhibitors

  • Anna Cichońska, Balaguru Ravikumar, Robert J Allaway, …, Krister Wennerberg, Justin Guinney, Tero Aittokallio
  • Nat Commun, 10.1038/s41467-021-23165-1
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An integrative drug repositioning framework discovered a potential therapeutic agent targeting COVID-19

  • Yiyue Ge, Tingzhong Tian, Suling Huang, …, Fengcai Zhu, Xiaokun Shen, Jianyang Zeng
  • Signal Transduct Target Ther, 10.1038/s41392-021-00568-6
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