Metabolic activity organizes olfactory representations
- Yunan Luo
- May 2, 2023
- kedalionlabs.com
- Wesley W Qian, Jennifer N Wei, Benjamin Sanchez-Lengeling, …, Jian Peng, Richard C Gerkin, Alexander B Wiltschko
- Elife, 10.7554/elife.82502
Enzyme function prediction using contrastive learning
- Haiyang Cui
- Huimin Zhao
- Yunan Luo
- March 30, 2023
- kedalionlabs.com
- Tianhao Yu, Haiyang Cui, Jianan Canal Li, …, Yunan Luo, Guangde Jiang, Huimin Zhao
- Science, 10.1126/science.adf2465
scPretrain: multi-task self-supervised learning for cell-type classification
- Yunan Luo
- January 9, 2022
- kedalionlabs.com
- Ruiyi Zhang, Yunan Luo, Jianzhu Ma, …, Jianzhu Ma, Ming Zhang, Sheng Wang
- Bioinformatics, 10.1093/bioinformatics/btac007
ECNet is an evolutionary context-integrated deep learning framework for protein engineering
- Yunan Luo
- October 1, 2021
- kedalionlabs.com
- Yunan Luo, Guangde Jiang, Tianhao Yu, …, Wesley Wei Qian, Huimin Zhao, Jian Peng
- Nat Commun, 10.1038/s41467-021-25976-8
Deep geometric representations for modeling effects of mutations on protein-protein binding affinity
- Yunan Luo
- August 4, 2021
- kedalionlabs.com
- Xianggen Liu, Yunan Luo, Pengyong Li, Sen Song, Jian Peng
- PLoS Comput Biol, 10.1371/journal.pcbi.1009284
Few-shot learning creates predictive models of drug response that translate from high-throughput screens to individual patients
- Yunan Luo
- July 5, 2021
- kedalionlabs.com
- Jianzhu Ma, Samson H Fong, Yunan Luo, …, Roded Sharan, Jian Peng, Trey Ideker
- Nat Cancer, 10.1038/s43018-020-00169-2
Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth
- Yunan Luo
- July 1, 2021
- kedalionlabs.com
- Adi L Tarca, Bálint Ármin Pataki, Roberto Romero, …, Gustavo Stolovitzky, Istvan Csabai, James C Costello
- Cell Rep Med, 10.1016/j.xcrm.2021.100323
Crowdsourced mapping of unexplored target space of kinase inhibitors
- Yunan Luo
- June 4, 2021
- kedalionlabs.com
- Anna Cichońska, Balaguru Ravikumar, Robert J Allaway, …, Krister Wennerberg, Justin Guinney, Tero Aittokallio
- Nat Commun, 10.1038/s41467-021-23165-1
An integrative drug repositioning framework discovered a potential therapeutic agent targeting COVID-19
- Yunan Luo
- April 25, 2021
- kedalionlabs.com
- Yiyue Ge, Tingzhong Tian, Suling Huang, …, Fengcai Zhu, Xiaokun Shen, Jianyang Zeng
- Signal Transduct Target Ther, 10.1038/s41392-021-00568-6