Yunan Luo

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 26

Top Venues

PLoS computational biology

Nature communications

eLife

Nature machine intelligence

University of Illinois at Urbana-Champaign (PHD)

This page only lists publications with an associated author ORCID identifier.

Education History

University of Illinois at Urbana-Champaign

United States

PHD :: Department of Computer Science

Publications

Yunan Luo
Sensing the shape of functional proteins with topology. Nature computational science 3 (2) (2024)
Kerr Ding, Michael Chin, Yunlong Zhao, Wei Huang, Binh Khanh Mai, Huanan Wang, Peng Liu, Yang Yang, Yunan Luo
Machine learning-guided co-optimization of fitness and diversity facilitates combinatorial library design in enzyme engineering. Nature communications 15 (1) (2024)
Kerr Ding, Jiaqi Luo, Yunan Luo
Leveraging conformal prediction to annotate enzyme function space with limited false positives. PLoS computational biology 20 (5) (2024)
Kerr Ding, Michael Chin, Yunlong Zhao, Wei Huang, Binh Khanh Mai, Huanan Wang, Peng Liu, Yang Yang, Yunan Luo
Machine learning-guided co-optimization of fitness and diversity facilitates combinatorial library design in enzyme engineering. Nature communications 15 (1) (2024)
Kerr Ding, Michael Chin, Yunlong Zhao, Wei Huang, Binh Khanh Mai, Huanan Wang, Peng Liu, Yang Yang, Yunan Luo
Machine learning-guided co-optimization of fitness and diversity facilitates combinatorial library design in enzyme engineering. Nature communications 15 (1) (2024)
Kerr Ding, Jiaqi Luo, Yunan Luo
Leveraging conformal prediction to annotate enzyme function space with limited false positives. PLoS computational biology 20 (5) (2024)
Yunan Luo
Sensing the shape of functional proteins with topology. Nature computational science 3 (2) (2024)
Kerr Ding, Jiaqi Luo, Yunan Luo
Leveraging conformal prediction to annotate enzyme function space with limited false positives. PLoS computational biology 20 (5) (2024)
Kerr Ding, Jiaqi Luo, Yunan Luo
Leveraging conformal prediction to annotate enzyme function space with limited false positives. PLoS computational biology 20 (5) (2024)
Kerr Ding, Jiaqi Luo, Yunan Luo
Leveraging conformal prediction to annotate enzyme function space with limited false positives. PLoS computational biology 20 (5) (2024)
Yunan Luo
Sensing the shape of functional proteins with topology. Nature computational science 3 (2) (2024)
Wesley Wei Qian, Jennifer N Wei, Benjamín Sánchez-Lengeling, Brian K Lee, Yunan Luo, Marnix Vlot, Koen J Dechering, Jian Peng, Richard C Gerkin, Alexander B Wiltschko
Metabolic activity organizes olfactory representations. eLife 12 (2023)
Wesley Wei Qian, Jennifer N Wei, Benjamín Sánchez-Lengeling, Brian K Lee, Yunan Luo, Marnix Vlot, Koen J Dechering, Jian Peng, Richard C Gerkin, Alexander B Wiltschko
Metabolic activity organizes olfactory representations. eLife 12 (2023)
Tianhao Yu, Haiyang Cui, Jianan Canal Li, Yunan Luo, Guangde Jiang, Huimin Zhao
Enzyme function prediction using contrastive learning. Science (New York, N.Y.) 379 (6639) (2023)
Wesley Wei Qian, Jennifer N Wei, Benjamín Sánchez-Lengeling, Brian K Lee, Yunan Luo, Marnix Vlot, Koen J Dechering, Jian Peng, Richard C Gerkin, Alexander B Wiltschko
Metabolic activity organizes olfactory representations. eLife 12 (2023)
Tianhao Yu, Haiyang Cui, Jianan Canal Li, Yunan Luo, Guangde Jiang, Huimin Zhao
Enzyme function prediction using contrastive learning. Science (New York, N.Y.) 379 (6639) (2023)
Yunan Luo, Yang Liu, Jian Peng
Calibrated geometric deep learning improves kinase-drug binding predictions. Nature machine intelligence 5 (12) (2023)
Yunan Luo, Yang Liu, Jian Peng
Calibrated geometric deep learning improves kinase-drug binding predictions. Nature machine intelligence 5 (12) (2023)
Wesley Wei Qian, Jennifer N Wei, Benjamín Sánchez-Lengeling, Brian K Lee, Yunan Luo, Marnix Vlot, Koen J Dechering, Jian Peng, Richard C Gerkin, Alexander B Wiltschko
Metabolic activity organizes olfactory representations. eLife 12 (2023)
Yunan Luo, Yang Liu, Jian Peng
Calibrated geometric deep learning improves kinase-drug binding predictions. Nature machine intelligence 5 (12) (2023)
Yunan Luo, Jian Peng, Jianzhu Ma
Next Decade's AI-Based Drug Development Features Tight Integration of Data and Computation. Health data science 2022 (2022)
Yunan Luo, Jian Peng, Jianzhu Ma
Next Decade's AI-Based Drug Development Features Tight Integration of Data and Computation. Health data science 2022 (2022)
Yunan Luo, Guangde Jiang, Tianhao Yu, Yang Liu, Lam Vo, Hantian Ding, Yufeng Su, Wesley Wei Qian, Huimin Zhao, Jian Peng
ECNet is an evolutionary context-integrated deep learning framework for protein engineering. Nature communications 12 (1) (2021)
Xianggen Liu, Yunan Luo, Pengyong Li, Sen Song, Jian Peng
Deep geometric representations for modeling effects of mutations on protein-protein binding affinity. PLoS computational biology 17 (8) (2021)
Yufeng Su, Yunan Luo, Xiaoming Zhao, Yang Liu, Jian Peng
Integrating thermodynamic and sequence contexts improves protein-RNA binding prediction. PLoS computational biology 15 (9) (2019)
Yunan Luo, Xinbin Zhao, Jingtian Zhou, Jinglin Yang, Yanqing Zhang, Wenhua Kuang, Jian Peng, Ligong Chen, Jianyang Zeng
A network integration approach for drug-target interaction prediction and computational drug repositioning from heterogeneous information. Nature communications 8 (1) (2017)

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Publication Activity (10 Years)

Top Topics

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Yunan Luo