publications

2025

1. arXiv

   

   PRISM-Bench: A Benchmark of Puzzle-Based Visual Tasks with CoT Error Detection

   Yusu Qian^*, Cheng Wan^*, Chao Jia, Yinfei Yang, Qingyu Zhao, and Zhe Gan

   arXiv preprint arXiv:2510.23594, 2025

   Bib HTML PDF

   @article{qian2024prism,
     title = {PRISM-Bench: A Benchmark of Puzzle-Based Visual Tasks with CoT Error Detection},
     author = {Qian, Yusu and Wan, Cheng and Jia, Chao and Yang, Yinfei and Zhao, Qingyu and Gan, Zhe},
     journal = {arXiv preprint arXiv:2510.23594},
     year = {2025},
   }

2. MICCAI

   

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

   Bahram Jafrasteh^*, Wei Peng^*, Cheng Wan, Yimin Luo, Ehsan Adeli, and Qingyu Zhao

   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, Benjamin Smith, Chad Purnell, and May Dongmei Wang

   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^*, Yihang Chen, Yajun Zou, Yuqing Liu, Xuanwu Yin, and Kunlong Zuo

   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, Dan Wu, and Ye Li

   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, Dan Wu, and Ye Li

   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, Mengchen Liu, Dongdong Chen, Bin Xiao, Yan Huang, Yuan Lu, and Liang Wang

   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},
   }