Zhicheng He

Zhicheng He

he/him

Second-year graduate student in the Department of Biomedical Engineering at the National University of Singapore (NUS).
Research interests: medical image analysis and multi-modal large language models.

Hi, I’m Zhicheng He（何智成）

I am a second-year graduate 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 Dr. 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 being submitted to Nature Communications.
  • 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 Dr. Yueming Jin’s lab as an MEng student.

Selected Publications

  • MedVAR: Towards Scalable and Efficient Medical Image Generation via Next-scale Autoregressive Prediction
    Zhicheng He, Yunpeng Zhao, Junde Wu, Ziwei Niu, Zijun Li, Bohan Li, Lanfen Lin, Yueming Jin. (2026). "MedVAR: Towards Scalable and Efficient Medical Image Generation via Next-scale Autoregressive Prediction." arXiv preprint arXiv:2602.14512.
    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
  • Deep Learning-Based Detection of Impacted Teeth on Panoramic Radiographs
    He Zhicheng, Wang Yipeng, Li Xiao. (2024). "Deep Learning-Based Detection of Impacted Teeth on Panoramic Radiographs." Biomedical Engineering and Computational Biology, 15, 11795972241288319.
    Paper

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