Jiacheng Han

Jiacheng Han

韩家成

About me

My name is Jiacheng Han (韩家成).

I’m a third year undergraduate student from School of computer, Beijing Information Science & Technology University. My research interest includes Medical Image Processing and Computer Vision. I am very fortunate to be advised by Prof. Ke Niu, Beijing Information Science and Technology University.

🔥 News and Plans

  • MedMaskDiff: Mamba-based Medical Semantic Image Synthesis for Segmentation. has been accepted as oral presentation by ICIC’25 (CCF-C Conference) !

  • I’m preparing for master’s recommendation. You can learn more about my schedule at my to-do-list.

  • One paper is under review:

    • Jiacheng Han, Ke Niu, Jiuyun Cai, KMC-UNet: A KAN-based Multi-Scale Connected U-shaped Architecture for Medical Image Segmentation. (JCR Q1)

📖 Educations

  • 2022.09 - present, B.S. major in Computer Science and Technology, minor in Big Data, Beijing Information Science & Technology University, Beijing.

📝 Publications

  • Niu, K., Han, J. & Cai, J. CFM-UNet: coupling local and global feature extraction networks for medical image segmentation. Sci Rep 15, 22236 (2025). https://doi.org/10.1038/s41598-025-92010-y.

  • Cai, J., Niu, K., Pan, Y., Tai, W., Han, J. (2024). PESAM: Privacy-Enhanced Segment Anything Model for Medical Image Segmentation. In: Huang, DS., Zhang, X., Pan, Y. (eds) Advanced Intelligent Computing Technology and Applications. ICIC 2024. Lecture Notes in Computer Science, vol 14863. Springer, Singapore. https://doi.org/10.1007/978-981-97-5581-3_8.

  • J. Han, J. Cai, M. Zhu, Z. Gao, C. Li and Y. Miao, “GM-UNet: GAN-Based VM-UNet Achieves Higher Accuracy,” 2024 11th International Conference on Behavioural and Social Computing (BESC), Harbin, China, 2024, pp. 1-6, doi: 10.1109/BESC64747.2024.10780733.

🎖 Honors and Awards

  • The 2024 lCPC Asia Kunming Regional Contest – Bronze Medal

  • 2024 China Collegiate Programming Contest, Harbin Site – Bronze Medal

  • 2024 China Collegiate Programming Contest - National Invitational Contest (Shandong) – Bronze Medal

  • 2024 Mathematical Contest In Modeling Certificate of Achievement – Meritorious Winner (top 10%)

  • 2023 Asia and Pacific Mathematical Contest in Modeling Certificate of Achievement – Second Prize (top 30%)

😄 Academic Activities

  • 2024.8 - 11th International Conference on Behavioural and Social Computing (BESC) - Harbin, China [Image]

💻 Reviewer

  • IEEE Journal of Biomedical and Health Informatics (JCR Q1 / CCF-C)

  • IEEE International Conference on Multimedia & Expo 2025 (CCF-B)