Chenhui Wang

Chenhui Wang

Fudan University

I am in the fourth year of my direct Ph.D. program in Biomedical Engineering (BME) at the Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, under the supervision of Hongming Shan. I received my Bachelor’s degree in Software Engineering (SE) from the School of Computer Science and Artificial Intelligence at Wuhan University of Technology in 2021, with a GPA of 4.4 out of 5.0 (Top 0.6%).

My research interest includes AI for medical image reconstruction and multi-modal analysis. Here is my CV.

🔥 News

  • 2024.11:  🥳🥳 Delighted to have received the Doctoral National Scholarship!
  • 2024.08:  🍾🍾 Congrats to Zhihao. LEDA for Low-dose CT Denoising is accepted by BIBM. [link]
  • 2024.07:  🍾🍾 Congrats to Tao. HiDiff for medical image segmentation is accepted by IEEE TMI (SCI Q1 Top, IF=8.9). [link]
  • 2024.06:  🥳🥳 Profoundly thank the IJCAI Committee for providing the IJCAI 2024 Travel Grant in Jeju Island, South Korea.
  • 2024.04:  🎉🎉 FLDM-VTON for image-based virtual try-on is accepted by IJCAI (CCF A). [link]
  • 2024.01:  🎉🎉 HOPE for progression prediction of MCI is accepted by IEEE JBHI (SCI Q1,IF=7.7). [link]
  • 2023.11:  🎉🎉 Joint learning framework for Alzheimer’s disease is accepted by MedIA (SCI Q1 Top,IF=10.9). [link]

📝 Publications

IJCAI 2024
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FLDM-VTON:Faithful Latent Diffusion Model for Virtual Try-on

Chenhui Wang, Tao Chen, Zhihao Chen, Zhizhong Huang, Taoran Jiang, Qi Wang, Hongming Shan†

International Joint Conference on Artificial Intelligence (IJCAI), 2024 (CCF A)

[doi] [arxiv] [news] Cooperation with Suzhou Xiangji Technology Service Co., Ltd.

IEEE JBHI 2024
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HOPE: Hybrid-granularity Ordinal Prototype Learning for Progression Prediction of Mild Cognitive Impairment

Chenhui Wang, Yiming Lei, Tao Chen, Junping Zhang, Yuxin Li†, Hongming Shan†

IEEE Journal of Biomedical and Health Informatics, 2024 (In Press) (SCI Q1)

[doi] [arxiv] [code]

MedIA 2024
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Joint learning framework of cross-modal synthesis and diagnosis for Alzheimer’s disease by mining underlying shared modality information

Chenhui Wang, Sirong Piao, Zhizhong Huang, Qi Gao, Junping Zhang, Yuxin Li†, Hongming Shan†

Medical Image Analysis, 91, 103032, 2024 (SCI Q1 Top)

[doi] [supp] [code]

  • [IEEE TMI 2024] HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation, Tao Chen, Chenhui Wang, Zhihao Chen, Yiming Lei†, Hongming Shan†. [doi] [arxiv] [code]

  • [MICCAI 2023] BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation, Tao Chen, Chenhui Wang, Hongming Shan†. (CCF B) [doi] [arxiv] [code]
  • [BIBM 2024] Low-dose CT Denoising with Language-engaged Dual-space Alignment, Zhihao Chen, Tao Chen, Chenhui Wang, Chuang Niu, Ge Wang†, Hongming Shan†. (short paper) [doi] [arxiv] [code]

🎖 Honors and Awards

  • Nov. 2024 Doctoral National Scholarship.
  • June 2024 Travel Grant from the IJCAI committee and Overseas Participation Funding from Fudan University to attend IJCAI 2024.
  • 2022-2024 Outstanding Member of the Communist Youth League at Fudan University. (two consecutive years)
  • May 2021 Top Ten Outstanding Students at Wuhan University of Technology. (0.01%)
  • Sep. 2020 Excellence Scholarship at Wuhan University of Technology. (0.1%)
  • 2017-2019 National Scholarship. (two consecutive years, 1%)

💪 Social Activities