Ziyan Zhuang

I received my B.S. in Biological Science from Xinjiang University, graduating in the top 1% by overall GPA. My research explores the intersection of Life Sciences and Computational Design (AI for Science).

I love biology — more is different.

My academic journey includes enriching experiences at Shanghai Jiao Tong University and Peking University through summer programs.

Research Interest: Synthetic Biology, Protein Language Models, and AI Agents for Science.

I am actively seeking academic collaborations, particularly in AI for Science, Computer Science (CS), and Quantum Mechanics (QM). Please feel free to contact me via email.

Email: Zhuangziyan0623@outlook.com

Email  /  CV  /  Github  /  ORCID  /  Google Scholar

Ziyan Zhuang

News & Honors


Selected Publications

* denotes corresponding author.

No Image

Spinetoram resistance in Tuta absoluta: selection, inheritance, biochemical mechanism and fitness cost


Xie JG, Rukiya T, Liu N, Zhuang ZY, Liu XN*, Song Y*.
Pesticide Biochemistry and Physiology, 2025 JCR Q1
Paper
Elsevier
CYP380C12 Graphical Abstract

Molecular insights on the function of CYP380C12 in Aphis gossypii Glover (Hemiptera: Aphididae): in silico and RNAi analyses


Zhang LJ, Zhuang ZY (Co-first), Xie JG, Kong WT, Li TT, Wang SF, Liu XN*.
Journal of Economic Entomology, 2025 JCR Q1
Paper
ESA Oxford
Paper Cover of Journal of Agricultural and Food Chemistry

Functional analysis of lactase phlorizin hydrolase in insect-plant coevolution based on deglycosylation


Li Y, Kong WT, Li TT, Zhang LJ, Zhuang ZY, Liu N*, Liu XN*.
Journal of Agricultural and Food Chemistry, Cover Paper, 2025 JCR Q1
Paper
ACS
No Image

Exploring the role of CYP6AB328 in spinetoram resistance and growth and development of Phthorimaea absoluta


Xie JG, Wang SY, Zhuang ZY, Wang XH, Lin MH, Liu XN*.
Pesticide Biochemistry and Physiology, 2025 JCR Q1
Paper
Elsevier
No Image

Functional Investigation of CYP304F1 in Tuta absoluta (Lepidopteran: Gelechiidae) by RNA Interference


Xie JG, Ali A, Li Y, Zhuang ZY, Liu XN*.
Journal of Economic Entomology, 2024 JCR Q1
Paper
ESA Oxford

Projects & Software

CYPForge logo

CYPForge: Automated Cytochrome P450 Simulation Preparation


Ziyan Zhuang
GitHub

CYPForge is a software toolkit for preparing cytochrome P450 protein-ligand molecular dynamics systems, focusing on reproducible CYP, heme, and ligand setup workflows for computational enzymology.

AutoGraphRAG

AutoGraphRAG: Automated Multimodal Knowledge Graph Construction Pipeline


Ziyan Zhuang
GitHub

A production-ready, end-to-end pipeline that transforms academic PDF documents (including figures and diagrams) into a queryable knowledge graph with GraphRAG. It leverages Vision Language Models (VLMs) to extract and describe figures, and organizes each execution as an isolated run with logs, prompts, and outputs for reproducibility.

ProXplorer GUI screenshot

ProXplorer: A Protein Sequence Analysis Toolbox


Ziyan Zhuang
GitHub

A MATLAB-based toolbox developed for comprehensive protein sequence analysis. Key features include Smith-Waterman alignment, motif discovery, and neighbor-joining phylogenetic analysis. It provides integrated visualization to streamline the workflow from raw sequence to structural insights.

DAU Model Diagram

Morphogen-DAU-Model


Ziyan Zhuang & Zifan Zhao
GitHub

A mathematical model focusing on Diffusion-Adsorption-Uptake (DAU) mechanisms. This project facilitates the efficient application of predictive values obtained from wet lab experiments to control morphogen distribution patterns.

Deep Learning

BOGDA: Pest Resistance Evolution Models


Ziyan Zhuang, Qi-ao Sheng, et al.
GitHub

A Deep Learning framework utilizing Temporal Convolutional Networks (TCN) and Attention mechanisms to predict pest resistance evolution, bridging mathematical models with biological pest control strategies.


Field Practice & Academic Programs

Ancient Ginkgo Tree Sampling at Zhejiang University

Ancient Ginkgo Leaf Collection Volunteer Program (Zhejiang University)


September 2025

Volunteered for Zhejiang University's China Temple Ancient Ginkgo Leaf Collection Initiative, performing standardized sampling of ancient ginkgo trees. Specimen data has been archived in the Zhejiang University Herbarium and incorporated into the GinkgoDB comprehensive ginkgo database, providing important specimens and data for ancient ginkgo germplasm conservation and genetic lineage research.

Shanghai Jiao Tong University Summer School

AI for Bioengineering Summer School (Shanghai Jiao Tong University)


August 2025

Participated in the summer school at the Institute of Natural Sciences, Shanghai Jiao Tong University, focusing on the application of artificial intelligence in bioengineering. Learned cutting-edge techniques including AI-driven protein design and computational biology workflows.

Peking University Summer School

Quantitative Biology Summer School (Peking University)


July 2024

Participated in the summer school at the Center for Life Science (CLS), Peking University, exploring quantitative methods in biological research, including mathematical modeling of biological systems and data-driven experimental design.

Wildlife Monitoring Field Practice (Northern Tianshan Mountains)


June 2024
Ziyan Zhuang, Zifan Zhao, et al.

Participated in field research in the Northern Tianshan Mountains, using infrared camera technology to record and analyze the behavior and distribution of local wild animals. The visual above shows representative footage captured during the internship.