Yingyu Chen

PhD student, College of Computer Science, Sichuan University

Joined

April 2023

Names

Yingyu Chen (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

College of Computer Science, Sichuan University (scu.edu.cn)

2021 – 2026

Undergrad student

College of Computer Science, Sichuan University (scu.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Yi Zhang

2021 – 2026

Expertise

Medical image analysis

2021 – 2026

Publications

An Uncertainty-guided Manifold Smoothing Method for Non-Ideal Measurement Computed Tomography Reconstruction
Fengzhi Xu, Ziyuan Yang, Zexin Lu, Yingyu Chen, FENGLEI FAN, Hongming Shan, Yi Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Hypernetwork-Based Physics-Driven Personalized Federated Learning for CT Imaging
Ziyuan Yang, Wenjun Xia, Zexin Lu, Yingyu Chen, Xiaoxiao Li, Yi Zhang
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
Evidence-based uncertainty-aware semi-supervised medical image segmentation
Yingyu Chen, Ziyuan Yang, Chenyu Shen, Zhiwen Wang, Zhongzhou Zhang, Yang Qin, Xin Wei, Jingfeng Lu, Yan Liu, Yi Zhang
- Comput. Biol. Medicine 2024
- Readers: Everyone
Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation
Yingyu Chen, Ziyuan Yang, Ming Yan, Zhongzhou Zhang, Hui Yu, Yan Liu, Yi Zhang
- CoRR 2024
- Readers: Everyone
Trustworthy Hate Speech Detection Through Visual Augmentation
Ziyuan Yang, Ming Yan, Yingyu Chen, Hui Wang, Zexin Lu, Yi Zhang
- CoRR 2024
- Readers: Everyone
Inject Backdoor in Measured Data to Jeopardize Full-Stack Medical Image Analysis System
Ziyuan Yang, Yingyu Chen, Mengyu Sun, Yi Zhang
- MICCAI (7) 2024
- Readers: Everyone
Dynamic Corrected Split Federated Learning With Homomorphic Encryption for U-Shaped Medical Image Networks
Ziyuan Yang, Yingyu Chen, Huijie Huangfu, Maosong Ran, Hui Wang, Xiaoxiao Li, Yi Zhang
- IEEE J. Biomed. Health Informatics 2023
- Readers: Everyone
SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data
Meiling Fang, Marco Huber, Julian Fiérrez, Raghavendra Ramachandra, Naser Damer, Alhasan Alkhaddour, Maksim Kasantcev, Vasiliy Pryadchenko, Ziyuan Yang, Huijie Huangfu, Yingyu Chen, Yi Zhang, Yuchen Pan, Junjun Jiang, Xianming Liu, Xianyun Sun, Caiyong Wang, Xingyu Liu, Zhaohua Chang, Guangzhe Zhao et al. (4 additional authors not shown)
- CoRR 2023
- Readers: Everyone
EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation
Yingyu Chen, Ziyuan Yang, Chenyu Shen, Zhiwen Wang, Yang Qin, Yi Zhang
- CoRR 2023
- Readers: Everyone
SAA-NET: A Medical Image Segmentation Framework Based On Stream-Across Attention
Chengrui Gao, Junlong Cheng, Ziyuan Yang, Yingyu Chen, Fengjie Wang, Min Zhu
- ISBI 2023
- Readers: Everyone

View all 14 publications

Co-Authors

View all 45 co-authors