Chenglei Yu

PhD student, Westlake University

Joined

January 2024

Names

Chenglei Yu (Preferred)

Emails

****@gmail.com (Confirmed)

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

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

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Westlake University (westlake.edu.cn)

2024 – Present

MS student

Shanghai Normal University (shnu.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Tailin Wu

2024 – Present

Expertise

AI for science

2023 – Present

Deep learning for bio

2023 – Present

Publications

BuildArena: A Physics‑Aligned Interactive Benchmark of LLMs for Engineering Construction
Tian Xia, Tianrun Gao, Wenhao Deng, Long Wei, Xiaowei Qian, Jiang Yixian, Chenglei Yu, Tailin Wu
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
scDFM: Distributional Flow Matching Model for Robust Single-Cell Perturbation Prediction
Chenglei Yu, Chuanrui Wang, Bangyan Liao, Tailin Wu
- ICLR 2026 Poster
- Readers: Everyone
RealPDEBench: A Benchmark for Complex Physical Systems with Real-World Data
Peiyan Hu, Haodong Feng, Hongyuan Liu, Tongtong Yan, Wenhao Deng, Tianrun Gao, Rong Zheng, Haoren Zheng, Chenglei Yu, Chuanrui Wang, Kaiwen Li, Zhi-Ming Ma, Dezhi Zhou, Xingcai Lu, Dixia Fan, Tailin Wu
- ICLR 2026 Oral
- Readers: Everyone
On the Guidance of Flow Matching
Ruiqi Feng, Chenglei Yu, Wenhao Deng, Peiyan Hu, Tailin Wu
- ICML 2025 spotlightposter
- Readers: Everyone
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction
Qianru Zhang, Chenglei Yu, Haixin Wang, Yudong Yan, Yuansheng Cao, Hongzhi Yin, Siu Ming Yiu, Tailin Wu
- Submitted to ICLR 2025
- Readers: Everyone
CellDJBench: Benchmark Datasets for Data-Driven Biological Fluid Simulation
Qianru Zhang, Haixin Wang, Yudong Yan, Chenglei Yu, Xiangyu Kuang, Xiao Luo, Yuansheng Cao, Siu Ming Yiu, Tailin Wu
- Submitted to ICLR 2025
- Readers: Everyone
XDDPM: EXPLAINABLE DENOISING DIFFUSION PROB- ABILISTIC MODEL FOR SCIENTIFIC MODELING
Qianru Zhang, Chenglei Yu, Yudong Yan, Xiangyu Kuang, Yi Ma, Yuansheng Cao, Siu Ming Yiu, Tailin Wu
- AI4DiffEqtnsInSci @ ICLR 2024 Poster
- Readers: Everyone

Co-Authors

View all 30 co-authors

Chenglei Yu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

BuildArena: A Physics‑Aligned Interactive Benchmark of LLMs for Engineering Construction

scDFM: Distributional Flow Matching Model for Robust Single-Cell Perturbation Prediction

RealPDEBench: A Benchmark for Complex Physical Systems with Real-World Data

On the Guidance of Flow Matching

FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction

CellDJBench: Benchmark Datasets for Data-Driven Biological Fluid Simulation

XDDPM: EXPLAINABLE DENOISING DIFFUSION PROB- ABILISTIC MODEL FOR SCIENTIFIC MODELING

Co-Authors