Search Results for author: Jiayang Chen

Found 3 papers, 2 papers with code

Enhancing the Protein Tertiary Structure Prediction by Multiple Sequence Alignment Generation

2 code implementations2 Jun 2023 Le Zhang, Jiayang Chen, Tao Shen, Yu Li, Siqi Sun

The field of protein folding research has been greatly advanced by deep learning methods, with AlphaFold2 (AF2) demonstrating exceptional performance and atomic-level precision.

Language Modelling Multiple Sequence Alignment +2

Interpretable RNA Foundation Model from Unannotated Data for Highly Accurate RNA Structure and Function Predictions

1 code implementation1 Apr 2022 Jiayang Chen, Zhihang Hu, Siqi Sun, Qingxiong Tan, YiXuan Wang, Qinze Yu, Licheng Zong, Liang Hong, Jin Xiao, Tao Shen, Irwin King, Yu Li

Non-coding RNA structure and function are essential to understanding various biological processes, such as cell signaling, gene expression, and post-transcriptional regulations.

Self-Supervised Learning

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