🙋🏻♀️ About Me
I am a master’s student at Northwestern Polytechnical University, supervised by Prof. Yong Xia and Assoc. Prof. Hengfei Cui. My recent research focuses on active learning and federated learning in medical image analysis.
🔥 News
- 2024.05: 🎉🎉 One conference paper was early accepted by MICCAI 2024, about Adaptive Weight Aggregation for Federated Learning.
- 2024.02: 🎉🎉 One conference paper was accepted by CVPR 2024, about Federated Active Learning.
📝 Publications
* denotes equal contribution and † indicates corresponding authorship.
![sym](images/FEAL.png)
Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Jiayi Chen*, Benteng Ma*, Hengfei Cui, Yong Xia†
[PDF] [Supp] [ArXiv] [Code] [Poster] [Video] [BibTex]
![sym](images/FedEvi.png)
FedEvi: Improving Federated Medical Image Segmentation via Evidential Weight Aggregation
Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024 (Early Acceptance)
Jiayi Chen*, Benteng Ma*, Hengfei Cui, Yong Xia†
🎖 Honors and Awards
- 2024.05: NPU Master’s Thesis Innovation Scholarship (Key Program)
- 2023.09, 2021.09, 2019.09: NPU Second-Class Academic Award
- 2022.09, 2020.09: NPU First-Class Academic Award
- 2022.05: Outstanding Completion of National Undergraduate Innovation and Entrepreneurship Training Program
📖 Educations
- 2022.06 - Present: Master’s student in Computer Science and Technology, Northwestern Polytechnical University, China
- 2018.09 - 2022.06: B.E. in Computer Science and Technology, Northwestern Polytechnical University, China
👩🏻💻 Academic Activities
- 2024.06.17-21: CVPR 2024, Seattle WA, USA (Poster)
- 2024.05.05-07: VALSE 2024, Chongqing, China
- 2023.07.14-17: MICS 2023, Taiyuan, China