| Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review S Cheng, C Quilodrán-Casas, S Ouala, A Farchi, C Liu, P Tandeo, ... IEEE/CAA Journal of Automatica Sinica 10 (6), 1361-1387, 2023 | 63 | 2023 |
| Efficient large language models: A survey Z Wan, X Wang, C Liu, S Alam, Y Zheng, Z Qu, S Yan, Y Zhu, Q Zhang, ... arXiv preprint arXiv:2312.03863 1, 2023 | 26 | 2023 |
| M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization C Liu, S Cheng, C Chen, M Qiao, W Zhang, A Shah, W Bai, R Arcucci International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 26 | 2023 |
| Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias Z Wan*, C Liu*, M Zhang, J Fu, B Wang, S Cheng, L Ma, ... Advances in Neural Information Processing Systems (NeurIPS), 2023, 2023 | 25 | 2023 |
| Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation Y Chen*, C Liu*, W Huang, S Cheng, R Arcucci, Z Xiong arXiv preprint arXiv:2306.04811, 2023 | 24 | 2023 |
| Enkf data-driven reduced order assimilation system C Liu, R Fu, D Xiao, R Stefanescu, P Sharma, C Zhu, S Sun, C Wang Engineering Analysis with Boundary Elements 139, 46-55, 2022 | 22 | 2022 |
| Frozen Language Model Helps ECG Zero-Shot Learning J Li*, C Liu*, S Cheng, R Arcucci, S Hong Medical Imaging with Deep Learning, 2023 | 21 | 2023 |
| IMITATE: Clinical prior guided hierarchical vision-language pre-training C Liu, S Cheng, M Shi, A Shah, W Bai, R Arcucci arXiv preprint arXiv:2310.07355, 2023 | 7 | 2023 |
| ETP: Learning transferable ecg representations via ecg-text pre-training C Liu, Z Wan, S Cheng, M Zhang, R Arcucci ICASSP 2024, 2023 | 7 | 2023 |
| Efficient deep data assimilation with sparse observations and time-varying sensors S Cheng, C Liu, Y Guo, R Arcucci Journal of Computational Physics 496, 112581, 2024 | 6 | 2024 |
| T3D: Towards 3D Medical Image Understanding through Vision-Language Pre-training C Liu, C Ouyang, Y Chen, CC Quilodrán-Casas, L Ma, J Fu, Y Guo, ... arXiv preprint arXiv:2312.01529, 2023 | 5 | 2023 |
| Utilizing synthetic data for medical vision-language pre-training: Bypassing the need for real images C Liu, A Shah, W Bai, R Arcucci arXiv preprint arXiv:2310.07027, 2023 | 5 | 2023 |
| Machine learning with data assimilation 65 and uncertainty quantification for dynamical systems: a review, arXiv S Cheng, C Quilodran-Casas, S Ouala, A Farchi, C Liu, P Tandeo, ... | 5 | 2023 |
| Spectral Cross-Domain Neural Network with Soft-adaptive Threshold Spectral Enhancement C Liu, S Cheng, W Ding, R Arcucci IEEE Transactions on Neural Networks and Learning Systems, 2023 | 2 | 2023 |
| G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training C Liu, C Ouyang, S Cheng, A Shah, W Bai, R Arcucci arXiv preprint arXiv:2312.01522, 2023 | 1 | 2023 |
| BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval Y Chen, C Liu, X Liu, R Arcucci, Z Xiong arXiv preprint arXiv:2403.15992, 2024 | | 2024 |
| Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement C Liu, Z Wan, C Ouyang, A Shah, W Bai, R Arcucci arXiv preprint arXiv:2403.06659, 2024 | | 2024 |
| Electrocardiogram Instruction Tuning for Report Generation Z Wan, C Liu, X Wang, C Tao, H Shen, Z Peng, J Fu, R Arcucci, H Yao, ... arXiv preprint arXiv:2403.04945, 2024 | | 2024 |
| Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training J Qin*, C Liu*, S Cheng, Y Guo, R Arcucci ICASSP 2024, 2024 | | 2024 |
Rossella ArcucciAssociate Professor (Senior Lecturer), Imperial College LondonVerified email at imperial.ac.uk
