Pengchen Liang

H-vmunet: High-order Vision Mamba UNet for medical image segmentation

Renkai Wu, Yinghao Liu, Pengchen Liang et al. · Neurocomputing · 2025 · 110 citations

Medical Image Segmentation, Image Analysis, Machine Vision +10

MHorUNet: High-order spatial interaction UNet for skin lesion segmentation

Renkai Wu, Pengchen Liang, Xuan Huang et al. · Biomedical Signal Processing and Control · 2023 · 84 citations

Dermoscopic Image, Skin Lesion Segmentation, Image Analysis +8

HSH-UNet: Hybrid selective high order interactive U-shaped model for automated skin lesion segmentation

Renkai Wu, Hongli Lv, Pengchen Liang et al. · Computers in Biology and Medicine · 2023 · 45 citations

Geometric Modeling, Dermoscopic Image, Image Analysis +13

UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation

Renkai Wu, Yinghao Liu, Pengchen Liang et al. · arXiv (Cornell University) · 2024 · 28 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

RSKD: Enhanced medical image segmentation via multi-layer, rank-sensitive knowledge distillation in Vision Transformer models

Pengchen Liang, Jianguo Chen, Qing Chang et al. · Knowledge-Based Systems · 2024 · 21 citations

Medical Image Segmentation, Engineering, Machine Learning +17