Hi, I’m Zhicheng He（何智成）
I am a second-year Master of Engineering (MEng) by Research student in the Department of Biomedical Engineering at the National University of Singapore, working in the Intelligent Medical Vision & Robotics (iMVR) Lab under the supervision of Prof. Yueming Jin. I completed my undergraduate degree in Computer Science at Beijing Jiaotong University. My research interests include medical image analysis and multi-modal large language models.
I am very fortunate to be advised by Prof. Xiaoqing Lv of Wangxuan Institute of Computer Technology, Peking University. Meanwhile, I am honored to be recommended by Prof. Hongliang Ren of Ren Lab from The Chinese University of Hong Kong. Moreover, I am thrilled to be instructed by Prof. Tengfei Ma of Department of Biomedical Informatics from Stony Brook University, who also agreed to be my recommender.
News
- 2026 MedVAR is submitted to Nature Biomedical Engineering.
- 2026 TeethGNN is accepted by Biocybernetics and Biomedical Engineering.
- 2026 ReMem is accepted by ECCV 2026.
- 2026 SciXplain is accepted by DAS 2026.
- 2026 Ad-hoc Reviewer for Nature Biomedical Engineering.
- 2026 MedVAR is available on arXiv.
- 2025 Granulon is accepted by CVPR 2026.
- 2025 DINOv3-FD is accepted by MIDL 2026.
- 2025 I join Prof. Yueming Jin's lab as an MEng by Research student.
Selected Publications
- Scalable next-scale autoregression for medical image generation across anatomical regions
Zhicheng He, Yunpeng Zhao, Junde Wu, Ziwei Niu, Ziyue Wang, Bohan Li, Zijun Li, Lanfen Lin, Nan Liu, Yueming Jin. (2026). "Scalable next-scale autoregression for medical image generation across anatomical regions." arXiv preprint arXiv:2602.14512 (v3).
Paper - Incentivizing DINOv3 Adaptation for Medical Vision Tasks via Feature Disentanglement
Zhicheng He, Yibing Fu, Yueming Jin. (2026). "Incentivizing DINOv3 Adaptation for Medical Vision Tasks via Feature Disentanglement." Medical Imaging with Deep Learning.
Paper - Morphological Decoupling-Based Skeletal Classification for Clinical Assessment of Malocclusion
Zhichun Jin*, Zhicheng He*, Hao Xu, Dongyang Li, Lin Wang, Hongliang Ren, Long Bai. (2026). "Morphological Decoupling-Based Skeletal Classification for Clinical Assessment of Malocclusion." Biocybernetics and Biomedical Engineering, 46(4), Pages 650-660.
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