Research groups
Jianfeng Sun
Postdoctoral Research Associate in Single-cell Sequencing Analysis
I obtained my Ph.D. (Nov. 2017 - Feb. 2021) in deep learning-based structural biology from the Technical University of Munich, Germany. Since Jul. 2021, I have been a postdoctoral researcher in Prof. Cribbs' lab in NDORMS at the University of Oxford. My main responsibility is the improvement of long-read sequencing accuracy with computational approaches as well as the analysis of single-cell sequencing data. Besides, my other research interests are systems biology and structural biology. I am fascinated by deciphering intricate biological networks by capitalizing on computational modeling algorithms, which show promise to illuminate the mechanisms of biomolecules.
Recent publications
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PLMC: Language Model of Protein Sequences Enhances Protein Crystallization Prediction.
Journal article
Xiong D. et al, (2024), Interdiscip sci
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Correcting PCR amplification errors in unique molecular identifiers to generate accurate numbers of sequencing molecules.
Journal article
Sun J. et al, (2024), Nat methods, 21, 401 - 405
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Small molecule-mediated targeting of microRNAs for drug discovery: Experiments, computational techniques, and disease implications.
Journal article
Sun J. et al, (2023), Eur j med chem, 257
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DeepdlncUD: Predicting regulation types of small molecule inhibitors on modulating lncRNA expression by deep learning.
Journal article
Sun J. et al, (2023), Comput biol med, 163
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DeepsmirUD: Precise prediction of regulatory effects on miRNA expression mediated by small molecular compounds using competing deep learning frameworks
Preprint
Sun J. et al, (2022)