Jingbo Zhou

PhD student, School of Engineering, Westlake University

Joined

May 2023

Names

Jingbo Zhou (Preferred)

Emails

****@mails.jlu.edu.cn (Confirmed)

****@163.com (Confirmed)

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

Personal Links

Homepage

ORCID

Career & Education History

PhD student

School of Engineering, Westlake University (westlake.edu)

2024 – Present

Undergrad student

School of Software, Jilin University (jlu.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

Coworker

Yixuan Du

2020 – Present

Coworker

Ruqiong Zhang

2020 – Present

Expertise

AI for Science

2023 – Present

Graph Neural Networks

2020 – Present

Publications

SteinsGate: Adding Causality to Diffusions for Long Video Generation via Path Integral
Yufei Huang, Liangyu Yuan, Changxi Chi, Yunfan Liu, Cheng Tan, Siyuan Li, Jingbo Zhou, Haitao Lin, Chang Yu, Stan Z. Li
- ICLR 2026 Poster
- Readers: Everyone
Hierarchical Quantized Diffusion Based Tree Generation Method for Hierarchical Representation and Lineage Analysis
Zelin Zang, WenZhe Li, ChenFei, Yongjie Xu, Chang Yu, Changxi Chi, Jingbo Zhou, Zhen Lei, Stan Z. Li
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
CDBridge: A Cross-omics Post-training Bridge Strategy for Context-aware Biological Modeling
Chang Yu, Siyuan Li, Zicheng Liu, Jingbo Zhou, Xianglong Guo, Kai Yu, Yuqing Zhou, Ken Li, Zelin Zang, Zhen Lei, Stan Z. Li
- ICLR 2026 Poster
- Readers: Everyone
PeakNovo: Towards the Robust De Novo Peptide Sequencing for Missing Spectral Peaks
Jingbo Zhou, Shu Wang, Siyuan Li, Wenjun Wang, Shaorong Chen, Jun Xia, Chang Yu, Stan Z. Li
- Submitted to ICLR 2026
- Readers: Everyone
CeLLM: Can Large Language Models Achieve the AI Virtual Cell ?
Jingbo Zhou, Zhongqi Wang, Mutian Hong, Zhuoli Ouyang, Yixuan Du, Siyuan Li, Siqi Ma, Bolin Yang, Changxi Chi, Yunfan Liu, Yufei Huang, Changkai Li, Shu Wang, Zicheng Liu, jiawei jiang, Zelin Zang, Jun Xia, Cheng Tan, Zhen Lei, Stan Z. Li et al. (1 additional authors not shown)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Doloris: Dual Conditional Diffusion Implicit Bridges with Sparsity Masking Strategy for Unpaired Single-Cell Perturbation Estimation
Changxi Chi, Jun Xia, Yufei Huang, Zhuoli Ouyang, Cheng Tan, Yunfan Liu, Jingbo Zhou, Chang Yu, Liangyu Yuan, Siyuan Li, Zelin Zang, Stan Z. Li
- ICLR 2026 Poster
- Readers: Everyone
PRESCRIBE: Predicting Single-Cell Responses with Bayesian Estimation
Jiabei Cheng, Changxi Chi, Jingbo Zhou, Hongyi Xin, Jun Xia
- NeurIPS 2025 poster
- Readers: Everyone
Bridging the Gap between Database Search and \emph{De Novo} Peptide Sequencing with SearchNovo
Jun Xia, Sizhe Liu, Jingbo Zhou, Shaorong Chen, hongxin xiang, Zicheng Liu, Yue Liu, Stan Z. Li
- AIDrugX Spotlight
- Readers: Everyone
ReNovo: Retrieval-Based \emph{De Novo} Mass Spectrometry Peptide Sequencing
Shaorong Chen, Jun Xia, Jingbo Zhou, Lecheng Zhang, Zhangyang Gao, Bozhen Hu, Cheng Tan, Wenjie Du, Stan Z. Li
- ICLR 2025 Poster
- Readers: Everyone
Bridging the Gap between Database Search and \emph{De Novo} Peptide Sequencing with SearchNovo
Jun Xia, Sizhe Liu, Jingbo Zhou, Shaorong Chen, hongxin xiang, Zicheng Liu, Yue Liu, Stan Z. Li
- ICLR 2025 Poster
- Readers: Everyone

View all 14 publications

Co-Authors

View all 49 co-authors