Jiayi Chen

PhD student, Monash University

Joined

October 2022

Names

Jiayi Chen (Preferred)

Emails

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

,

****@monash.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Monash University (monash.edu)

2025 – 2029

Advisors, Relations & Conflicts

PhD Advisor

2025 – Present

Coauthor

2021 – 2025

Expertise

deep learning

Present

medical image analysis

Present

Publications

Active Learning Based on Temporal Difference of Gradient Flow in Thoracic Disease Diagnosis
Jiayi Chen, Benteng Ma, Hengfei Cui, Jingfeng Zhang, Yong Xia
- IEEE J. Biomed. Health Informatics 2025
- Readers: Everyone
Personalized Federated Side-Tuning for Medical Image Classification
Jiayi Chen, Benteng Ma, Yongsheng Pan, Bin Pu, Hengfei Cui, Yong Xia
- MICCAI (14) 2025
- Readers: Everyone
Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts
Jiayi Chen, Benteng Ma, Hengfei Cui, Yong Xia
- CVPR 2024
- Readers: Everyone
FedEvi: Improving Federated Medical Image Segmentation via Evidential Weight Aggregation
Jiayi Chen, Benteng Ma, Hengfei Cui, Yong Xia
- MICCAI (10) 2024
- Readers: Everyone

Co-Authors