Shuxian Zou

PhD student, Machine Learning, Mohamed bin Zayed University of Artificial Intelligence

Joined

September 2021

Names

Shuxian Zou (Preferred)

Emails

****@nlpr.ia.ac.cn (Confirmed)

****@mbzuai.ac.ae (Confirmed)

****@genbio.ai (Confirmed)

Personal Links

Career & Education History

PhD student

Machine Learning, Mohamed bin Zayed University of Artificial Intelligence (mbzuai.ac.ae)

2022 – Present

Intern

GenBio AI (genbio.ai)

2024 – 2025

Intern

BioMap (biomap.com)

2022 – 2024

MS student

Institute of automation, Chinese academy of science, Chinese Academy of Sciences (ia.ac.cn)

2019 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Le Song

2022 – Present

Expertise

No areas of expertise listed

Publications

Accurate RNA 3D Structure Prediction via Language Model-Augmented AlphaFold 3
Shuxian Zou, Jiayou Zhang, Bingkang Zhao, Hui Li, Le Song
- Submitted to ICLR 2026
- Readers: Everyone
Rapid and Reproducible Multimodal Biological Foundation Model Development with AIDO.ModelGenerator
Caleb Ellington, Dian Li, Shuxian Zou, Elijah Cole, Ning Sun, Sohan Addagudi, Le Song, Eric P. Xing
- GenBio 2025 Spotlight
- Readers: Everyone
Mixture of Experts Enable Efficient and Effective Protein Understanding and Design
Ning Sun, Shuxian Zou, Tianhua Tao, Sazan Mahbub, Dian Li, Yonghao Zhuang, Hongyi Wang, Xingyi Cheng, Le Song, Eric P. Xing
- AIDrugX Spotlight
- Readers: Everyone
A Large-Scale Foundation Model for RNA Function and Structure Prediction
Shuxian Zou, Tianhua Tao, Sazan Mahbub, Caleb Ellington, Robin Jonathan Algayres, Dian Li, Yonghao Zhuang, Hongyi Wang, Le Song, Eric P. Xing
- AIDrugX Spotlight
- Readers: Everyone
Linker-Tuning: Optimizing Continuous Prompts for Heterodimeric Protein Prediction
Shuxian Zou, Shentong Mo, Hui Li, Xingyi Cheng, Le Song, Eric Xing
- Submitted to NeurIPS 2023
- Readers: Everyone
Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding
Shuxian Zou, Shaonan Wang, Jiajun Zhang, Chengqing Zong
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- ACL (Findings) 2022
- Readers: Everyone
Towards Brain-to-Text Generation: Neural Decoding with Pre-trained Encoder-Decoder Models
Shuxian Zou, Shaonan Wang, Jiajun Zhang, Chengqing Zong
- Published: 22 Oct 2021, Last Modified: 05 May 2023
- NeurIPS-AI4Science Poster
- Readers: Everyone

Shuxian Zou

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Accurate RNA 3D Structure Prediction via Language Model-Augmented AlphaFold 3

Rapid and Reproducible Multimodal Biological Foundation Model Development with AIDO.ModelGenerator

Mixture of Experts Enable Efficient and Effective Protein Understanding and Design

A Large-Scale Foundation Model for RNA Function and Structure Prediction

Linker-Tuning: Optimizing Continuous Prompts for Heterodimeric Protein Prediction

Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding

Towards Brain-to-Text Generation: Neural Decoding with Pre-trained Encoder-Decoder Models

Co-Authors