Scholar
Shuangjia Zheng
Google Scholar ID: _7z2_9kAAAAJ
Shanghai Jiao Tong University
Citations & Impact
Citations
4,966
H-index
27
i10-index
41
Publications
20
Co-authors
11
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Multiple publications in Nature Machine Intelligence (2020, 2022)
- Publications in Nature Communications (2022, 2024)
- Paper in Briefings in Bioinformatics (2021)
- Recent works in bioRxiv (2025), NeurIPS (2024, 2025), ICLR (2025), Cell Biomaterials, and Nature Computational Science
- Notable projects include: DynamicBind, Accelerated rational PROTAC design, Reactzyme benchmark, OriGene (a self-evolving virtual disease biologist), and GenAI applications for antibody and drug delivery design
Background
- Principal Investigator of the GENerative Therapeutics design and Evolutionary Learning (GENTEL) Lab at the Global Institute of Future Technology (GIFT), Shanghai Jiao Tong University
- Integrates principles from computer science, biology, and chemistry to decode biomolecular interactions across molecular and systemic scales
- Designs biomolecules capable of effectively regulating diseases
- Research addresses both fundamental challenges in life sciences and advances state-of-the-art machine learning
- Aims to build a transformative 'world model' for end-to-end intelligent drug discovery
