Mingjie Li

Postdoc, Radiation Oncology, Stanford University

Joined

February 2020

Names

Mingjie Li (Preferred)

Emails

****@monash.edu (Confirmed)

****@gmail.com (Confirmed)

****@stanford.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Postdoc

Radiation Oncology, Stanford University (stanford.edu)

2024 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Lei Xing

2024 – Present

Postdoc Advisor

Ling Chen

2023 – 2024

PhD Advisee

Xiaodan Liang

2020 – 2023

PhD Advisor

Xiaojun Chang

2019 – 2023

Expertise

medical multi-modal learning

2022 – 2023

Medical Report Generation

2019 – 2023

Publications

MediBench: A Benchmark for VAEs in Medical Imaging Across Fidelity, Structure, and Latent Utility
Ao Li, Haowei Lou, Chenglong Ma, Binxu Li, Rui Liu, Lina Yao, Yuanfeng Ji, Mingjie Li
- Submitted to ICLR 2026
- Readers: Everyone
Teaching with Uncertainty: Unleashing the Potential of Knowledge Distillation in Object Detection
Junfei YI, Jianxu Mao, Tengfei Liu, Mingjie Li, Hanyu Gu, Hui Zhang, Xiaojun Chang, Yaonan Wang
- Submitted to ICLR 2025
- Readers: Everyone
In-Context Learning for Zero-shot Medical Report Generation
RUI Liu, Mingjie Li, Shen Zhao, Ling Chen, Xiaojun Chang, Lina Yao
- MM2024 Poster
- Readers: Everyone
Learning with Counterfactual Explanations for Radiology Report Generation
Mingjie Li, Haokun Lin, Xiaodan Liang, Ling Chen, Abdulmotaleb El Saddik, Xiaojun Chang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Mask Propagation for Efficient Video Semantic Segmentation
Yuetian Weng, Mingfei Han, Haoyu He, Mingjie Li, Lina Yao, Xiaojun Chang, Bohan Zhuang
- NeurIPS 2023 poster
- Readers: Everyone
Video Pivoting Unsupervised Multi-Modal Machine Translation
Mingjie Li, Po-Yao Huang, Xiaojun Chang, Junjie Hu, Yi Yang, Alex Hauptmann
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- IEEE Trans. Pattern Anal. Mach. Intell. 2023
- Readers: Everyone
Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation
Mingjie Li, Bingqian Lin, Zicong Chen, Haokun Lin, Xiaodan Liang, Xiaojun Chang
- Published: 01 Jan 2023, Last Modified: 04 May 2023
- CoRR 2023
- Readers: Everyone
Auxiliary signal-guided knowledge encoder-decoder for medical report generation
Mingjie Li, Rui Liu, Fuyu Wang, Xiaojun Chang, Xiaodan Liang
- Published: 01 Jan 2023, Last Modified: 04 May 2023
- World Wide Web (WWW) 2023
- Readers: Everyone
Towards Medical Artificial General Intelligence via Knowledge-Enhanced Multimodal Pretraining
Bingqian Lin, Zicong Chen, Mingjie Li, Haokun Lin, Hang Xu, Yi Zhu, Jianzhuang Liu, Wenjia Cai, Lei Yang, Shen Zhao, Chenfei Wu, Ling Chen, Xiaojun Chang, Yi Yang, Lei Xing, Xiaodan Liang
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
A Benchmark for Cycling Close Pass Near Miss Event Detection from Video Streams
Mingjie Li, Tharindu Rathnayake, Ben Beck, Lingheng Meng, Zijue Chen, Akansel Cosgun, Xiaojun Chang, Dana Kulic
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone

View all 20 publications

Co-Authors

View all 75 co-authors