publications

2025

1. MICCAI

   

   WASABI: A Metric for Evaluating Morphometric Plausibility of Synthetic Brain MRIs

   Bahram Jafrasteh^*, Wei Peng^*, Cheng Wan, and 3 more authors

   Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025

   Bib HTML PDF

   @article{jafrasteh2025wasabi,
     title = {WASABI: A Metric for Evaluating Morphometric Plausibility of Synthetic Brain MRIs},
     author = {Jafrasteh, Bahram and Peng, Wei and Wan, Cheng and Luo, Yimin and Adeli, Ehsan and Zhao, Qingyu},
     journal = {Medical Image Computing and Computer Assisted Intervention (MICCAI)},
     year = {2025},
   }

2024

1. J-BHI

   

   Advancing Sleep Disorder Diagnostics: A Transformer-based EEG Model for Sleep Stage Classification and OSA Prediction

   Cheng Wan, Micky C. Nnamdi, Wenqi Shi, and 3 more authors

   IEEE Journal of Biomedical and Health Informatics, 2024

   BHI Oral, 8% acceptance rate

   Bib HTML

   @article{wan2024sleep,
     title = {Advancing Sleep Disorder Diagnostics: A Transformer-based EEG Model for Sleep Stage Classification and OSA Prediction},
     author = {Wan, Cheng and Nnamdi, Micky C. and Shi, Wenqi and Smith, Benjamin and Purnell, Chad and Wang, May Dongmei},
     journal = {IEEE Journal of Biomedical and Health Informatics},
     year = {2024},
     note = {BHI Oral, 8% acceptance rate},
   }

2. CVPR-W

   

   Swift Parameter-free Attention Network for Efficient Super-Resolution

   Cheng Wan^*, Hongyuan Yu^*, Zhiqi Li^*, and 5 more authors

   In IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR-W), 2024

   Winner Award and Oral at NTIRE workshop

   Bib HTML

   @inproceedings{wan2024swift,
     title = {Swift Parameter-free Attention Network for Efficient Super-Resolution},
     author = {Wan, Cheng and Yu, Hongyuan and Li, Zhiqi and Chen, Yihang and Zou, Yajun and Liu, Yuqing and Yin, Xuanwu and Zuo, Kunlong},
     booktitle = {IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR-W)},
     year = {2024},
     note = {Winner Award and Oral at NTIRE workshop},
   }

3. ICASSP

   

   A Multi-scenario Attention-based Generative Model for Personalized Blood Pressure Time Series Forecasting

   Cheng Wan, Chenjie Xie, Longfei Liu, and 2 more authors

   In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024

   Bib HTML PDF

   @inproceedings{wan2024multi,
     title = {A Multi-scenario Attention-based Generative Model for Personalized Blood Pressure Time Series Forecasting},
     author = {Wan, Cheng and Xie, Chenjie and Liu, Longfei and Wu, Dan and Li, Ye},
     booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
     year = {2024},
   }

4. BIBM

   

   ECG-LLM: Leveraging Large Language Models for Low-Quality ECG Signal Restoration

   Longfei Liu, Guosheng Cui, Cheng Wan, and 2 more authors

   In IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024

   Bib HTML

   @inproceedings{liu2024ecg,
     title = {ECG-LLM: Leveraging Large Language Models for Low-Quality ECG Signal Restoration},
     author = {Liu, Longfei and Cui, Guosheng and Wan, Cheng and Wu, Dan and Li, Ye},
     booktitle = {IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
     year = {2024},
   }

5. arXiv

   

   Real-time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search

   Hongyuan Yu, Cheng Wan, Xiyang Dai, and 6 more authors

   arXiv preprint arXiv:2403.10413, 2024

   Bib HTML PDF

   @article{yu2024realtime,
     title = {Real-time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search},
     author = {Yu, Hongyuan and Wan, Cheng and Dai, Xiyang and Liu, Mengchen and Chen, Dongdong and Xiao, Bin and Huang, Yan and Lu, Yuan and Wang, Liang},
     journal = {arXiv preprint arXiv:2403.10413},
     year = {2024},
   }