Jianpeng Zhang

Researcher, Alibaba DAMO Academy, Alibaba Group

Joined

August 2021

Names

Jianpeng Zhang (Preferred)

Zhang Jianpeng

Emails

****@mail.nwpu.edu.cn (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

Alibaba DAMO Academy, Alibaba Group (alibaba-inc.com)

2022 – Present

PhD student

School of Computer Science, Northwestern Polytechnical University (nwpu.edu.cn)

2016 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Chunhua Shen

2017 – 2022

PhD Advisor

Yong Xia

2016 – 2022

Expertise

Vision-language learning

2022 – 2023

Representation learning

2020 – 2023

Medical Image Analysis

2015 – 2023

Publications

Large-scale and Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding
Zhongyi Shui, Jianpeng Zhang, Weiwei Cao, Sinuo Wang, Ruizhe Guo, Le Lu, Lin Yang, Xianghua Ye, Tingbo Liang, Qi Zhang, Ling Zhang
- ICLR 2025 Spotlight
- Readers: Everyone
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rouven Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus Maier-Hein, Paul F Jaeger, Yiwen Ye, Yutong Xie et al. (33 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Continual Self-Supervised Learning: Towards Universal Multi-Modal Medical Data Representation Learning
Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Qi Wu, Yong Xia
- CVPR 2024
- Readers: Everyone
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration
Tony C. W. Mok, Zi Li, Yunhao Bai, Jianpeng Zhang, Wei Liu, Yan-Jie Zhou, Ke Yan, Dakai Jin, Yu Shi, Xiaoli Yin, Le Lu, Ling Zhang
- CVPR 2024
- Readers: Everyone
ReFs: A hybrid pre-training paradigm for 3D medical image segmentation
Yutong Xie, Jianpeng Zhang, Lingqiao Liu, Hu Wang, Yiwen Ye, Johan Verjans, Yong Xia
- Medical Image Anal. 2024
- Readers: Everyone
Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-Ray Expert Models
Weiwei Cao, Jianpeng Zhang, Yingda Xia, Tony C. W. Mok, Zi Li, Xianghua Ye, Le Lu, Jian Zheng, Yuxing Tang, Ling Zhang
- CVPR 2024
- Readers: Everyone
Rethinking masked image modelling for medical image representation
Yutong Xie, Lin Gu, Tatsuya Harada, Jianpeng Zhang, Yong Xia, Qi Wu
- Medical Image Anal. 2024
- Readers: Everyone
UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier
Yutong Xie, Jianpeng Zhang, Yong Xia, Qi Wu
- 16 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
PGL: prior-guided local self-supervised learning for 3D medical image segmentation
Jianpeng Zhang
- 16 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Cotr: Efficiently bridging cnn and transformer for 3d medical image segmentation
Jianpeng Zhang
- 16 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 47 publications

Co-Authors

View all 139 co-authors