Sibo Cheng

Assistant Professor, Ecole Nationale des Ponts et Chausees

Joined

November 2022

Names

Sibo Cheng (Preferred)

Emails

****@imperial.ac.uk (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Assistant Professor

Ecole Nationale des Ponts et Chausees (enpc.fr)

2024 – Present

Postdoc

Imperial College London (ic.ac.uk)

2020 – 2024

PhD student

LIMSI-CNRS / Université Paris-Sud (limsi.fr)

2017 – 2020

Advisors, Relations & Conflicts

Postdoc Advisor

YiKe Guo

2020 – 2022

PhD Advisor

Didier Lucor

2017 – 2020

Expertise

Physics-aware machine learning

2020 – 2025

Reduced-order-modelling

2018 – 2025

Data assimilation

2017 – 2025

Publications

Spatiotemporal system forecasting with irregular time steps via masked autoencoder
Kewei Zhu, Yanze Xin, Jinwei Hu, Xiaoyuan Cheng, Yiming Yang, Sibo Cheng
- OpenReview Archive Direct Upload
- Readers: Everyone
Information Shapes Koopman Representation
Xiaoyuan Cheng, Wenxuan Yuan, Yiming Yang, Yuanzhao Zhang, Sibo Cheng, Yi He, Zhuo Sun
- ICLR 2026 Oral
- Readers: Everyone
Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation
Yiming Yang, Xiaoyuan Cheng, Daniel Giles, Sibo Cheng, Yi He, Xiao Xue, Boli Chen, Yukun Hu
- ICML 2025 poster
- Readers: Everyone
Explainable AI models for predicting drop coalescence in microfluidics device
Jinwei Hu, Kewei Zhu, Sibo Cheng, Nina M Kovalchuk, Alfred Soulsby, Mark JH Simmons, Omar K Matar, Rossella Arcucci
- OpenReview Archive Direct Upload
- Readers: Everyone
Tensor-Var: Variational Data Assimilation in Tensor Product Feature Space
Yiming Yang, Xiaoyuan Cheng, Daniel Giles, Sibo Cheng, Yi He, Xiao Xue, Boli Chen, Yukun Hu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Learning Chaos In A Linear Way
Xiaoyuan Cheng, Yi He, Yiming Yang, Xiao Xue, Sibo Cheng, Daniel Giles, Xiaohang Tang, Yukun Hu
- ICLR 2025 Poster
- Readers: Everyone
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
Che Liu, Cheng Ouyang, Sibo Cheng, Anand Shah, Wenjia Bai, Rossella Arcucci
- NeurIPS 2024 poster
- Readers: Everyone
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán-Casas, Rossella Arcucci
- NeurIPS 2023 poster
- Readers: Everyone
Frozen Language Model Helps ECG Zero-Shot Learning
Jun Li, Che Liu, Sibo Cheng, Rossella Arcucci, Shenda Hong
- Published: 04 Apr 2023, Last Modified: 08 Apr 2023
- MIDL 2023 Oral
- Readers: Everyone
Frozen Language Model Helps ECG Zero-Shot Learning
Jun Li, Che Liu, Sibo Cheng, Rossella Arcucci, Shenda Hong
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone

View all 28 publications

Co-Authors

View all 65 co-authors