Yuanye Liu

I'm a PhD student in School of Data Science, Fudan University. Now I'm under the supervision of Prof. Xiahai Zhuang. I received my bachelor degree in School of Data Science, Fudan University. I have completed my internship at Microsoft Research Asia under the supervision of Jiahang Xu.

My research interests are mainly about machine learning, computer vision and medical image computing.

I support Chengdu RongchengChengdu Rongcheng (CSL), Manchester UnitedManchester United (Premier League), and China National Teamthe China National Team.

Email  /  Google Scholar  /  Github

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News

  • [Jun 18, 2025] One paper was accepted by MICCAI2025 and was selected as Oral presentation.
  • [Feb 11, 2025] One paper was accepted by Medical Image Analysis (IF=10.7).
  • [Jul 09, 2024] I start my internship at MSRA.
  • [Aug 17, 2023] Our MICCAI paper was selected as Oral presentation and nominated for MICCAI Best Paper and Young Scientist Award!
  • [May 25, 2023] One paper was accepted by MICCAI2023 (Early Accept, top 14%).

Selected Publications


A full list of publications is here. (# indicates equal contribution.)
MERIT: Multi-view Evidential Learning for Reliable and Interpretable Liver Fibrosis Staging
Yuanye Liu#, Zheyao Gao#, Nannan Shi#, Fuping Wu, Yuxin Shi, Qingchao Chen, Xiahai Zhuang
Medical Image Analysis, 2025.
MedIA / Arxiv / Code
BayeSMM: Robust Deep Combined Computing Tackling Heavy-tailed distribution in Medical
Yuanye Liu#, Ruoxuan Zhen#, Shangqi Gao, Xinzhe Luo, Xin Gao, Qingchao Chen, Xiahai Zhuang
MICCAI, 2025.   (Oral presentation)
Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization
Yuanye Liu#, Jiahang Xu#, Li Lyna Zhang, Qi Chen, Xuan Feng, Yang Chen, Zhongxin Guo, Yuqing Yang, Cheng Peng
arXiv, 2025.
Arxiv / Code
A Reliable and Interpretable Framework of Multi-view Learning for Liver Fibrosis Staging
Zheyao Gao#, Yuanye Liu#, Fuping Wu, Nannan Shi, Yuxin Shi, Xiahai Zhuang
MICCAI, 2023.   (Oral presentation, nominated for Best Paper and Young Scientist Award)
MICCAI / Code / Presentation

Internship

  • Microsoft Research Asia - Research Intern(July 2024 - Present)
    Manager: Jiahang Xu

Selected Awards

  • Microsoft Star of Tomorrow Award (top ~30%), 2024
  • MICCAl Best Paper and Young Scientist Award finalist, 2023
  • MICCAI STAR award (top ~3%), 2023
  • Excellent Graduate Award of Shanghai (top 5%), 2023
  • Fudan University Undergraduate Scholarships (top ~30%), 2020,2021,2022,2023