2025
Imbalanced Medical Image Segmentation With Pixel-Dependent Noisy Labels.
IEEE Trans. Medical Imaging, May, 2025

DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels.
CoRR, March, 2025

Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels.
CoRR, January, 2025

2024
LighTDiff: Surgical Endoscopic Image Low-Light Enhancement with T-Diffusion.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023
Bridging Synthetic and Real Images: A Transferable and Multiple Consistency Aided Fundus Image Enhancement Framework.
IEEE Trans. Medical Imaging, 2023

Clean Label Disentangling for Medical Image Segmentation with Noisy Labels.
CoRR, 2023