Hongming Shan, PhD IEEE/CCF Senior Member Professor (PI) Institute of Science and Technology for Brain-inspired Intelligence MOE Frontiers Center for Brain Science Fudan University

I am a Professor at the Institute of Science and Technology for Brain-inspired Intelligence, Fudan University. Before joining Fudan University, I was a Research Scientist working with Prof. Ge Wang at Biomedical Imaging Center, Rensselaer Polytechnic Institute. I received my Ph.D. in machine learning from Fudan University in 2017, under the supervision of Prof. Junping Zhang.
My research interests are in machine learning, computer vision, and medical imaging and analysis. My primary interests are representation learning, generative AI, medical image reconstruction, and brain disease analysis.

单洪明，现任复旦大学类脑智能科学与技术研究院研究员、博士生导师。入选国家海外高层次青年人才计划、上海市海外高层次人才引进计划、浦东新区“明珠计划”菁英人才项目等多项人才计划，连续四年入选斯坦福大学发布的全球前2%顶尖科学家榜单（人工智能领域）。长期从事人工智能与医学影像等领域的研究工作，在国际顶级期刊与会议上发表学术论文100余篇，谷歌学术引用超过6500次，h指数为36。其中，以第一作者或通讯作者（含共同）身份在Nature Machine Intelligence、IEEE TPAMI、IEEE TMI、NeurIPS、ICML、CVPR、ICCV等国际顶级期刊与会议发表论文50余篇。主持国家自然科学基金优秀青年科学基金（海外）、面上项目、青年项目等多项科研课题。研究成果获得世界人工智能大会青年优秀论文奖、中国社会计算会议最佳论文奖、ESI高被引论文、研究前沿核心论文等国内外重要学术荣誉。受邀担任《自然·医学》《自然·通讯》等国际权威期刊的特邀审稿人，现任IEEE TMI执行编辑（Managing Editor）。

Recent News

• [06/26/2025] DreamRelation is accepted by ICCV 2025.
• [06/24/2025] NEED for generalizable CT reconstruction is accepted by MedIA.
• [05/13/2025] AR-Seg and ICG are early accepted by MICCAI 2025.
• [05/01/2025] DEmoFace and PROTOCOL are accepted by ICML 2025.
• [02/26/2025] SCAN-PhysFed for low-dose CT denoising is accepted by CVPR 2025.
• [01/26/2025] RISE-MAR for Generalizable CT MAR is accepted by IEEE TMI. Link
• [12/21/2024] UniAda for generalizable medical image segmentation is accepted by IEEE TMI. Link
• [09/26/2024] DDPath for explainable AI is accepted by NeurIPS 2024. Link
• [09/26/2024] PrideDiff for low-dose CT is accepted by IEEE TRPMS. Link
• [07/24/2024] IQAGPT for CT IQA with ChatGPT is accepted by Visual Computing. Link
• [07/24/2024] Mitigating semantic discrepancy in stable diffusion is accepted by IEEE/CAA JAS. Link
• [07/04/2024] HiDiff for medical image segmentation is accepted by IEEE TMI. Link
• [06/29/2024] CORE for image ordinal estimation is accepted by PR. Link
• [04/16/2024] FLDM-VTON for virtual try-on is accepted by IJCAI 2024. Link
• [02/27/2024] DreamVideo for customized subject and motion is accepted by CVPR 2024. Link

Contact

Email:	hmshan AT fudan.edu.cn
Office:	East 210, ISTBI Building
Address:	Institute of Science and Technology for Brain-inspired Intelligence Fudan University 825 Zhangheng Road, Pudong New Area, Shanghai 201203, China