论文成果

Apr, 2026

IEEE ISBI 2026 Conference

LASAGNA-U-NET: Revisiting U-Shape Architecture for Histopathology Image Segmentation

Junlai Qiu, Yunzhu Chen, Jiaqi Zhao, Yawen Huang, Fubo Wang, Yuexiang Li^*

Sep, 2025

IEEE Transactions on Medical Imaging Journal

MUSCLE: A New Perspective to Multi-scale Fusion for Medical Image Classification based on the Theory of Evidence

Junlai Qiu, Junyue Cao, Yawen Huang, Ziwei Zhu, Fubo Wang, Cheng Lu, Yuexiang Li^*, Yefeng Zheng

Mar, 2025

Pattern Recognition Journal

GAD: Domain generalized diabetic retinopathy grading by grade-aware de-stylization

Qi Bi, Jingjun Yi, Hao Zheng, Haolan Zhan, Yawen Huang, Wei Ji, Yuexiang Li^*, Yefeng Zheng

Nov, 2024

IEEE Journal of Biomedical and Health Informatics Journal

Cross-Modal Vertical Federated Learning for MRI Reconstruction

Yunlu Yan, Hong Wang, Yawen Huang, Nanjun He, Lei Zhu, Yong Xu, Yuexiang Li^*, Yefeng Zheng

Apr, 2024

International Journal of Computer Vision Journal

Multi-Constraint Transferable Generative Adversarial Networks for Cross-Modal Brain Image Synthesis

Yawen Huang, Hao Zheng, Yuexiang Li^*, Feng Zheng, Xiantong Zhen, GuoJun Qi, Ling Shao, Yefeng Zheng

Feb, 2024

Artificial Intelligence in Medicine Journal

Triplet-branch network with contrastive prior-knowledge embedding for disease grading

Yuexiang Li^*, Yanping Wang, Guang Lin, Yawen Huang, Jingxin Liu, Yi Lin, Dong Wei, Qirui Zhang, ...

Jan, 2024

IEEE Transactions on Medical Imaging Journal

Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training

Qingsong Xie, Yuexiang Li^*, Nanjun He, Munan Ning, Kai Ma, Guoxing Wang, Yong Lian, Yefeng Zheng

Dec, 2023

Pattern Recognition Journal

Anomaly detection via gating highway connection for retinal fundus images

Wentian Zhang, Haozhe Liu, Jinheng Xie, Yawen Huang, Yu Zhang, Yuexiang Li^*, Raghavendra Ramachandra, Yefeng Zheng

Dec, 2023

NeurIPS main

Dynamically Masked Discriminator for Generative Adversarial Networks

Wentian Zhang, Haozhe Liu, Bing Li, Jinheng Xie, Yawen Huang, Yuexiang Li^*, Yefeng Zheng, Bernard Ghanem

Dec, 2023

Journal of Visual Communication and Image Representation Journal

Improving vision transformer for medical image classification via token-wise perturbation

Yuexiang Li^*, Yawen Huang, Nanjun He, Kai Ma, Yefeng Zheng

Oct, 2023

Journal of Visual Communication and Image Representation Journal

MIL-ViT: A multiple instance vision transformer for fundus image classification

Qi Bi, Xu Sun, Shuang Yu, Kai Ma, Cheng Bian, Munan Ning, Nanjun He, Yawen Huang, Yuexiang Li^*, ...