Jiangbin Zheng

PhD student, Westlake University

Joined

November 2021

Names

Jiangbin Zheng (Preferred)

Emails

****@westlake.edu.cn (Confirmed)

Personal Links

ORCID

Career & Education History

PhD student

Westlake University (westlake.edu.cn)

2022 – 2026

MS student

Xiamen University (xmu.edu.cn)

2018 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Stan Z. Li

2022 – Present

Expertise

No areas of expertise listed

Publications

Rethinking Multi-Omics LLMs from the Perspective of Omics-Encoding
Jinzhe Li, Zihong Chen, Jie Ying, Han Hu, Zhefan Wang, haonan he, Wenwei Han, Jiangbin Zheng, Huanjun Kong, Wanli Ouyang, Stan Z. Li, Yuchen Ren, Tao Chen, Nanqing Dong
- Submitted to ICLR 2026
- Readers: Everyone
AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases
Jun Xia, Shaorong Chen, Jingbo Zhou, Xiaojun Shan, Wenjie Du, Zhangyang Gao, Cheng Tan, Bozhen Hu, Jiangbin Zheng, Stan Z. Li
- NeurIPS 2024 poster
- Readers: Everyone
Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
Bozhen Hu, Cheng Tan, Jun Xia, Yue Liu, Lirong Wu, Jiangbin Zheng, Yongjie Xu, Yufei Huang, Stan Z. Li
- NeurIPS 2024 poster
- Readers: Everyone
MetaEnzyme: Meta Pan-Enzyme Learning for Task-Adaptive Redesign
Jiangbin Zheng, Han Zhang, Qianqing Xu, An-Ping Zeng, Stan Z. Li
- MM2024 Poster
- Readers: Everyone
Deciphering RNA Secondary Structure Prediction: A Probabilistic K-Rook Matching Perspective
Cheng Tan, Zhangyang Gao, Hanqun CAO, Xingran Chen, Ge Wang, Lirong Wu, Jun Xia, Jiangbin Zheng, Stan Z. Li
- ICML 2024 Poster
- Readers: Everyone
VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling
Siyuan Li, Zedong Wang, Zicheng Liu, Di Wu, Cheng Tan, Jiangbin Zheng, Yufei Huang, Stan Z. Li
- ICML 2024 Poster
- Readers: Everyone
RFold: RNA Secondary Structure Prediction with Decoupled Optimization
Cheng Tan, Zhangyang Gao, Lingzhi Gu, Ge Wang, Lirong Wu, Jun Xia, Jiangbin Zheng, Stan Z. Li
- Submitted to ICLR 2024
- Readers: Everyone
MogaNet: Multi-order Gated Aggregation Network
Siyuan Li, Zedong Wang, Zicheng Liu, Cheng Tan, Haitao Lin, Di Wu, Zhiyuan Chen, Jiangbin Zheng, Stan Z. Li
- ICLR 2024 poster
- Readers: Everyone
Learning Complete Protein Representation by Deep Coupling of Sequence and Structure
Bozhen Hu, Cheng Tan, Jun Xia, Jiangbin Zheng, Yufei Huang, Lirong Wu, Yue Liu, Yongjie Xu, Stan Z. Li
- Submitted to NeurIPS 2023
- Readers: Everyone
Understanding the Limitations of Deep Models for Molecular property prediction: Insights and Solutions
Jun Xia, Lecheng Zhang, Xiao Zhu, Yue Liu, Zhangyang Gao, Bozhen Hu, Cheng Tan, Jiangbin Zheng, Siyuan Li, Stan Z. Li
- NeurIPS 2023 poster
- Readers: Everyone

View all 11 publications

Co-Authors

View all 40 co-authors