Yunpeng Xia 「夏云鹏」

Portrait

AI-Driven Pharmaceutical Research

Core Focus Areas

  • Small Molecule Binder Design
  • RNA-targeted small molecule screening
  • Structure-based drug design

Technology Applications

  • Early disease detection systems
  • Intelligent drug delivery
  • Personalized medicine
"Bridging geometric deep learning with therapeutic discovery"
Publications
Framework

GerNA-Bind: Geometric-enhanced RNA-ligand Binding Specificity Prediction with Deep Learning

Yunpeng Xia, Jiayi Li, Yi-Ting Chu, Jiahua Rao, Jing Chen, Chenqing Hua, Dong-Jun Yu, Xiu-Cai Chen, Shuangjia Zheng
Preprint on bioRxiv | February 2025. Submitted to Nature Machine Intelligence!
Framework

BLAM6A-Merge: Leveraging Attention Mechanisms and Feature Fusion Strategies to Improve the Identification of RNA N6-Methyladenosine Sites

Yunpeng Xia, Ying Zhang, Dian Liu, Yi-Heng Zhu, Zhikang Wang, Jiangning Song, Dong-Jun Yu
Received at IEEE/ACM Transactions on Computational Biology and Bioinformatics | 2024
Framework

TransC-ac4C: Identification of N4-Acetylcytidine (ac4C) Sites in mRNA Using Deep Learning

Dian Liu, Zi Liu, Yunpeng Xia, Zhikang Wang, Jiangning Song, Dong-Jun Yu
Received at IEEE/ACM Transactions on Computational Biology and Bioinformatics | 2024

Bioinfo Toolbox

Modular toolkit for bioinformatics workflows. Accelerate sequencing data analysis, structural biology research, and omics exploration.

Core Modules

  • ⚙️ Data Processing
  • 🖌️ Visualization
  • 📁 File Operations
  • 🧬 Bio Analysis

Bash Scripts

  • 🔧 Pipeline Automation
  • 📊 Data QC Scripts
Explore Toolbox

Honors & Awards

🥈 2nd Prize - 2019 Mathematical Modeling "May Day Cup"
Team: Yunpeng Xia, Lu Fang, Kanghui Li
Optimization of BPNN Model with Genetic Algorithm
🥈 2nd Prize - 2022 11th China Software Cup
Team: Yunpeng Xia, Weilong Zhang, Xuanming Chang
Intelligent Writing Assistant Platform
🥈 2nd Prize - 2023 5th Huawei Cup AI Competition
Team: Keyi Liu, Yunpeng Xia, Zhen Guo
Blood Glucose Prediction with Enhanced LSTM

Academic Honors

2021-2022
First-Class Academic Scholarship
Nanjing University of Science and Technology
2024
Outstanding Graduate Award
Nanjing University of Science and Technology

Collaboration & Contact

Research Areas:

  • • Bioinformatics Algorithms
  • • Medical AI Applications
  • • Computational Biology

Contact:

  • 📧 xiayp99@gmail.com
  • 🌐 GitHub
celebration

Happy Every Day! 🎉

May your code always compile And your research discoveries shine! ✨

Updated at Mar. 2025.