Yiwen Ye

PhD student, School of Computer Science and Engineering, Northwestern Polytechnical University

Joined

October 2023

Names

Yiwen Ye (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

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

2021 – 2026

Advisors, Relations & Conflicts

Coauthor

Yutong Xie

2023 – 2026

Coauthor

Qi Wu

2023 – 2026

Coauthor

Jianpeng Zhang

2022 – 2026

Coauthor

Ziyang Chen

2022 – 2026

PhD Advisor

Yong Xia

2021 – 2026

Expertise

Deep Learning

Medical Image Analysis

Universal Model

2022 – 2026

Deep Learning

Medical Image Analysis

Self-supervised Learning

2021 – 2026

Publications

From Few to More: Scribble-Based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels
Zhisong Wang, Yiwen Ye, Ziyang Chen, Minglei Shu, Yanning Zhang, Yong Xia
- IEEE Journal of Biomedical and Health Informatics
- Readers: Everyone
The Attack Means Nothing: Test-time Adversarial Defense Improves Zero-shot Adversarial Robustness for Medical Vision-Language Models
Ziyang Chen, Yiwen Ye, Yongsheng Pan, Yong Xia
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Draw Sketch, Draw Flesh: Whole-Body Computed Tomography from Any X-Ray Views
Yongsheng Pan, Yiwen Ye, Yanning Zhang, Yong Xia, Dinggang Shen
- International Journal of Computer Vision
- Readers: Everyone
Rethinking nnU-Net for Cross-Modality Unsupervised Domain Adaptation in Abdominal Organ Segmentation
Ziyang Chen, Xiaoyu Bai, Zhisong Wang, Yiwen Ye, Yongsheng Pan, Yong Xia
- FLARE 2024 withMinorRevisions
- Readers: Everyone
CADS: A Self-Supervised Learner via Cross-Modal Alignment and Deep Self-Distillation for CT Volume Segmentation
Yiwen Ye, Jianpeng Zhang, Ziyang Chen, Yong Xia
- IEEE Transactions on Medical Imaging
- Readers: Everyone
TriLA: Triple-Level Alignment Based Unsupervised Domain Adaptation for Joint Segmentation of Optic Disc and Optic Cup
Ziyang Chen, Yongsheng Pan, Yiwen Ye, Zhiyong Wang, Yong Xia
- IEEE Journal of Biomedical and Health Informatics
- 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
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
Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning
Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Qi Wu, Yong Xia
- CoRR 2023
- Readers: Everyone

View all 19 publications

Co-Authors

View all 104 co-authors