Yufei Shen — accepted AI-conference papers

2026

SHAPE: Structure-aware Hierarchical Unsupervised Domain Adaptation with Plausibility Evaluation for Medical Image Segmentation

Linkuan Zhou, Yinghao Xia, Yufei Shen, Xiangyu Li, Wenjie Du, Cong Cong +3

CVPR 2026

Unsupervised Domain Adaptation (UDA) is essential for deploying medical segmentation models across diverse clinical environments. Existing methods are fundamentally limited, suffering from semantically unaware feature alignment that results in poor distributional fidelity and from pseudo-label valid

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2025

Low-rank Adaptation Method for Respiratory Sound Classification: A necessary road towards Large Models

Gaoyang Dong, Yufei Shen, Jianhong Wang, Shunwang Xie, Minghui Zhang, Ping Sun

ICASSP 2025accepted

Automatic deep learning-based classification of respiratory sounds is important for the diagnosis of lung diseases. In recent years, many researchers have used pre-trained models to learn more comprehensive features of respiratory sounds. However, as the models become larger, the challenges of long…

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