Dinggang Shen

Full Professor, ShanghaiTech University

Joined

April 2018

Names

Dinggang Shen (Preferred)

Emails

****@med.unc.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Full Professor

ShanghaiTech University (shanghaitech.edu.cn)

2020 – Present

Full Professor

Radiology, University of North Carolina, Chapel Hill (unc.edu)

2011 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Feihui

1992 – 1995

Expertise

deep learning

2020 – 2024

Medical imaging analysis

2000 – 2024

Publications

Towards Consistent Cross-Modal Alignment in Continual Learning for Vision-Language Models
Kunpeng Wang, Changde Du, Jie Peng, Huiguang He, Dinggang Shen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Generation
Xiaozhao Liu, Dinggang Shen, Xihui Liu
- Submitted to ICLR 2026
- Readers: Everyone
Consistency-Guided Reverse Sampling for General Linear Inverse Problems
Zhongjian Jiang, Kaicong Sun, Dinggang Shen
- Submitted to ICLR 2026
- Readers: Everyone
Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer
Zhenxiang Xiao, Yuzhong Chen, Junjie Yao, Lu Zhang, Zhengliang Liu, Zihao Wu, Xiaowei Yu, Yi Pan, Lin Zhao, Chong Ma, Xinyu Liu, Wei Liu, Xiang Li, Yixuan Yuan, Dinggang Shen, Dajiang Zhu, Dezhong Yao, Tianming Liu, Xi Jiang
- OpenReview Archive Direct Upload
- Readers: Everyone
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
Chong Ma, Hanqi Jiang, Wenting Chen, Yiwei Li, Zihao Wu, Xiaowei Yu, Zhengliang Liu, Lei Guo, Dajiang Zhu, Tuo Zhang, Dinggang Shen, Tianming Liu, Xiang Li
- NeurIPS 2024 poster
- Readers: Everyone
Crafting Good Views of Medical Images for Contrastive Learning via Expert-level Visual Attention
Sheng Wang, Zihao Zhao, Lichi Zhang, Dinggang Shen, Qian Wang
- Gaze Meets ML 2023 Oral
- Readers: Everyone
Forecasting Human Trajectory from Scene History
Mancheng Meng, Ziyan Wu, Terrence Chen, Xiran Cai, Xiang Sean Zhou, Fan Yang, Dinggang Shen
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Deep-Learning-Based Multi-Modal Fusion for Fast MR Reconstruction
Lei Xiang, Yong Chen, Yiqiang Zhan, Weili Lin, Qian Wang, Dinggang Shen
- 08 Oct 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Deep embedding convolutional neural network for synthesizing CT image from T1-Weighted MR image
Lei Xiang, Qian Wang, Dong Nie, Lichi Zhang, Yu Qiao, Dinggang Shen
- 08 Oct 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Deep auto-context convolutional neural networks for standard-dose PET image estimation from low-dose PET/MRI
Lei Xiang, Yu Qiao, Dong Nie, Qian Wang, Dinggang Shen
- 08 Oct 2021
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 45 publications

Co-Authors

View all 133 co-authors