I am a third-year Ph.D. student at University of Notre Dame, advised by Prof. Yiyu Shi. I also closely work with Dr. Jianxu Chen (Leibniz-Institut für Analytische Wissenschaften - ISAS - e.V.) I received my B.S. with honors from Zhejiang University in 2022.

Currently, my research focuses on Deep Learning for Medical Applications and Self-supervised Learning.

Publications

Google Scholar Profile

• Shunjie Dong, Zixuan Pan, Yu Fu, Qianqian Yang, Yuanxue Gao, Tianbai Yu, Yiyu Shi, Cheng Zhuo, “DeU-Net 2.0: Enhanced Deformable U-Net for 3D Cardiac MRI Video Segmentation,” Medical Image Analysis (MIA), 2022
• Shunjie Dong, Zixuan Pan, Yu Fu, Dongwei Xu, Kuangyu Shi, Qianqian Yang, Yiyu Shi, Cheng Zhuo, “Partial Unbalanced Feature Transport for Cross-Modality Cardiac Image Segmentation,” in IEEE Transactions on Medical Imaging (TMI), 2023.

Awards

• University of Notre Dame CSE Select Fellowship, 2022
• Meritorious (First Prize), International Interdisciplinary Contest in Modeling (ICM), 2021.
• Zhejiang University Scholarship, 2019-2021.

Services

• Invited reviewer for ICLR 2025
• Invited reviewer for ICCAD 2024
• Invited reviewer for Scientific Reports - Nature

Contact

• Email: zpan3@nd.edu