Ruinan Jin

Ruinan Jin

Machine Learning Research Student

Publications

Figure 1
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
 Jin, R.*, Xu, Z.*, Zhong, Y.*, Yao, Q., Dou, Q., Zou, K. & Li, X.
Accepted by NeurIPS (2024)
Figure 1
Debiased Noise Editing on Foundation Models for Fair Medical Image Classification
 Jin, R., Deng, W., Chen, M., & Li, X.
MICCAI (2024)
Figure 1
Forgettable Federated Linear Learning with Certified Data Removal
 Jin, R., Chen, M., Zhang, Q., & Li, X.
Preprint under review (2024) Initial work received best paper award at WWW FL@FM
Figure 1
Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP
 Jin, R., Huang, CY., You, C., & Li, X.
IEEE Conference on Secure and Trustworthy Machine Learning (2024)
Figure 1
Backdoor Attack and Defense in Federated Generative Adversarial Network-based Medical Image Synthesis
 Jin, R., & Li, X.
Medical Image Analysis (2023)
Figure 1
Federated Virtual Learning on Heterogeneous Data with Local-global Distillation
 Huang, CY., Jin, R., Zhao, C., Xu, D. & Li, X.
Preprint under review (2023)
Figure 1
Backdoor Attack is a Devil in Federated GAN-based Medical Image Synthesis
 Jin, R., & Li, X.
International Workshop on Simulation and Synthesis in Medical Imaging @ MICCAI 2022