Sibo Cheng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 42

Top Topics

Dynamical Systems

Machine Learning

Top Venues

J. Comput. Phys.

Publications

Dayou Chen, Sibo Cheng, Jinwei Hu, Matthew Kasoar, Rossella Arcucci
Explainable Global Wildfire Prediction Models using Graph Neural Networks. CoRR (2024)
Hao Zhou, Sibo Cheng, Rossella Arcucci
Multi-fidelity physics constrained neural networks for dynamical systems. CoRR (2024)
Jiuming Qin, Che Liu, Sibo Cheng, Yike Guo, Rossella Arcucci
Freeze the Backbones: a Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-Training. ICASSP (2024)
Che Liu, Zhongwei Wan, Sibo Cheng, Mi Zhang, Rossella Arcucci
ETP: Learning Transferable ECG Representations via ECG-Text Pre-Training. ICASSP (2024)
Sibo Cheng, Christopher C. Pain, Yi-Ke Guo, Rossella Arcucci
Real-time updating of dynamic social networks for COVID-19 vaccination strategies. J. Ambient Intell. Humaniz. Comput. 15 (3) (2024)
Sibo Cheng, Che Liu, Yike Guo, Rossella Arcucci
Efficient deep data assimilation with sparse observations and time-varying sensors. J. Comput. Phys. 496 (2024)
César Quilodrán Casas, Qian Li, Ningbo Zhang, Sibo Cheng, Shiqiang Yan, Qingwei Ma, Rossella Arcucci
Exploring unseen 3D scenarios of physics variables using machine learning-based synthetic data: An application to wave energy converters. Environ. Model. Softw. 177 (2024)
Jiuming Qin, Che Liu, Sibo Cheng, Yike Guo, Rossella Arcucci
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training. CoRR (2024)
Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán Casas, Rossella Arcucci
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias. NeurIPS (2023)
Kewei Zhu, Sibo Cheng, Nina Kovalchuk, Mark Simmons, Yi-Ke Guo, Omar K. Matar, Rossella Arcucci
Analyzing drop coalescence in microfluidic device with a deep learning generative model. CoRR (2023)
Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review. CoRR (2023)
Sibo Cheng, Che Liu, Yike Guo, Rossella Arcucci
Efficient deep data assimilation with sparse observations and time-varying sensors. CoRR (2023)
Che Liu, Sibo Cheng, Weiping Ding, Rossella Arcucci
Spectral Cross-Domain Neural Network with Soft-adaptive Threshold Spectral Enhancement. CoRR (2023)
Jun Li, Che Liu, Sibo Cheng, Rossella Arcucci, Shenda Hong
Frozen Language Model Helps ECG Zero-Shot Learning. CoRR (2023)
Sibo Cheng, Jianhua Chen, Charitos Anastasiou, Panagiota Angeli, Omar K. Matar, Yi-Ke Guo, Christopher C. Pain, Rossella Arcucci
Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models. J. Sci. Comput. 94 (1) (2023)
Sibo Cheng, Yike Guo, Rossella Arcucci
A Generative Model for Surrogates of Spatial-Temporal Wildfire Nowcasting. IEEE Trans. Emerg. Top. Comput. Intell. 7 (5) (2023)
Che Liu, Zhongwei Wan, Sibo Cheng, Mi Zhang, Rossella Arcucci
ETP: Learning Transferable ECG Representations via ECG-Text Pre-training. CoRR (2023)
Che Liu, Sibo Cheng, Chen Chen, Mengyun Qiao, Weitong Zhang, Anand Shah, Wenjia Bai, Rossella Arcucci
M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization. CoRR (2023)
Jake Lever, Sibo Cheng, Rossella Arcucci
Human-Sensors & Physics Aware Machine Learning for Wildfire Detection and Nowcasting. ICCS (4) (2023)
Che Liu, Cheng Ouyang, Sibo Cheng, Anand Shah, Wenjia Bai, Rossella Arcucci
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training. CoRR (2023)
Che Liu, Sibo Cheng, Chen Chen, Mengyun Qiao, Weitong Zhang, Anand Shah, Wenjia Bai, Rossella Arcucci
M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization. MICCAI (1) (2023)
Sibo Cheng, Yike Guo, Rossella Arcucci
A generative model for surrogates of spatial-temporal wildfire nowcasting. CoRR (2023)
Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review. IEEE CAA J. Autom. Sinica 10 (6) (2023)
Jun Li, Che Liu, Sibo Cheng, Rossella Arcucci, Shenda Hong
Frozen Language Model Helps ECG Zero-Shot Learning. MIDL (2023)
Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán Casas, Rossella Arcucci
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias. CoRR (2023)
Yinda Chen, Che Liu, Wei Huang, Sibo Cheng, Rossella Arcucci, Zhiwei Xiong
Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation. CoRR (2023)
Hongwei Fan, Sibo Cheng, Audrey J. de Nazelle, Rossella Arcucci
An Efficient ViT-Based Spatial Interpolation Learner for Field Reconstruction. ICCS (4) (2023)
Che Liu, Sibo Cheng, Miaojing Shi, Anand Shah, Wenjia Bai, Rossella Arcucci
IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-training. CoRR (2023)
Sibo Cheng, Huaiyu Na, Kaifeng Zheng, Haopeng Ou, Ning Jia, Xingda Qu, Xinyao Hu
Design and Development of Wearable Upper Limb Soft Robotics for Load Lifting Task Assistance. ICIRA (2) (2023)
Sibo Cheng, César Quilodrán Casas, Rossella Arcucci
Reduced Order Surrogate Modelling and Latent Assimilation for Dynamical Systems. ICCS (4) (2022)
Sibo Cheng, Mingming Qiu
Observation error covariance specification in dynamical systems for data assimilation using recurrent neural networks. Neural Comput. Appl. 34 (16) (2022)
Sibo Cheng, Yufang Jin, Sandy P. Harrison, César Quilodrán Casas, Iain Colin Prentice, Yi-Ke Guo, Rossella Arcucci
Parameter Flexible Wildfire Prediction Using Machine Learning Techniques: Forward and Inverse Modelling. Remote. Sens. 14 (13) (2022)
Sibo Cheng, Jianhua Chen, Charitos Anastasiou, Panagiota Angeli, Omar K. Matar, Yi-Ke Guo, Christopher C. Pain, Rossella Arcucci
Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models. CoRR (2022)
Sibo Cheng, Iain Colin Prentice, Yuhan Huang, Yufang Jin, Yi-Ke Guo, Rossella Arcucci
Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting. J. Comput. Phys. 464 (2022)
Sibo Cheng, Didier Lucor, Jean-Philippe Argaud
Observation data compression for variational assimilation of dynamical systems. CoRR (2021)
Sibo Cheng, Mingming Qiu
Observation Error Covariance Specification in Dynamical Systems for Data assimilation using Recurrent Neural Networks. CoRR (2021)
Sibo Cheng, Rossella Arcucci, Christopher C. Pain, Yi-Ke Guo
Optimal vaccination strategies for COVID-19 based on dynamical social networks with real-time updating. CoRR (2021)
Sibo Cheng, Didier Lucor, Jean-Philippe Argaud
Observation data compression for variational assimilation of dynamical systems. J. Comput. Sci. 53 (2021)
Martin Gueuning, Sibo Cheng, Renaud Lambiotte, Jean-Charles Delvenne
Rock-paper-scissors dynamics from random walks on temporal multiplex networks. J. Complex Networks 8 (2) (2020)
Sibo Cheng, Jean-Philippe Argaud, Bertrand Iooss, Didier Lucor, Angélique Ponçot
Background Error Covariance Iterative Updating with Invariant Observation Measures for Data Assimilation. CoRR (2019)
Martin Gueuning, Sibo Cheng, Renaud Lambiotte, Jean-Charles Delvenne
Rock-Paper-Scissors Random Walks on Temporal Multilayer Networks. CoRR (2018)
Sibo Cheng, Adissa Laurent, Paul Van Dooren
Role model detection using low rank similarity matrix. CoRR (2017)