Short Bio
Hello there! I am an undergraduate student specializing in computer vision at the School of AI and Advanced Computing, Xi’an Jiaotong-Liverpool University. My research interest includes medical image analysis and computer vision. I am currently advised by Prof. Jingxin Liu.
I have been actively searching for the right mentor and project as I am very eager to continue my studies in this field. I would be truly grateful for the opportunity to collaborate with like-minded individuals. If you are interested, please feel free to drop me a message.😊 Email
——❖ Seeking 2025 Fall PhD/RA Position ❖——
Recent and Selected Publications
🎓 Conference Papers
Enhanced Corneal Endothelial Cell Segmentation via Frequency-Selected Residual Fourier Diffusion Models
, Xiaofei Nan*, Yunze Wang, Yuhang Yan, Zhenkai Gao, Jingxin Liu.
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 - Accepted
equal contribution
Pseudo Training Data Generation for Unsupervised Cell Membrane Segmentation in Immunohistochemistry Images
Xi Long*, , Yanjia Kan, Yunze Wang, Silin Chen, Albert Zhou, Xianxu Hou, Jingxin Liu.
International Conference on Bioinformatics & Biomedicine (BIBM), 2024 - Congratulations! Our work has been accepted by BIBM 2024. Thankfully, this work I did at the beginning of my research, which is finally accepted!!!
equal contribution
Wave-MAE: Wavelet Transform Meets Masked Autoencoder for Multiple Thorax Disease Classification
Yunze Wang*, Silin Chen*, , Zhuo Zhang, Jingxin Liu.
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 - Accepted
equal contribution
Multi-Feature Guided Generalization: Tackling Domain Shifts in Semi-Supervised Medical Image Segmentation
Yuheng Xu, , Taiping Zhang
SDDA-MAE: Self-distillation enhanced Dual Attention Masked Autoencoder for Small-scale Medical Image Datasets
Yunze Wang, Silin Chen, , Jingxin Liu.
Medical Imaging with Deep Learning (MIDL), 2024 [PDF]
BiF3-Net: A Full BiFormer Full-scale Fusion Network for Accurate Gastrointestinal Images Segmentation
Yunze Wang, Silin Chen, Xi Long, Yi Tian, Ye Huang, , Jingxin Liu.
Medical Imaging with Deep Learning (MIDL), 2024 [PDF]
📑 Journal Papers
Surveying Attitudinal Alignment Between Large Language Models and Humans Towards 17 Sustainable Development Goals
Qingyang Wu, Ying Xu, Tingsong Xiao, Yunze Xiao, Yitong Li, , Yichi Zhang, Shanghai Zhong, Yuwei Zhang, Wei Lu, Yifan Yang.
WIREs Data Mining and Knowledge Discovery, 2024 [PDF] - Accepted (Camera-Ready)
Academic Service
Reviewer for ISBI (2023)
Selected Awards and Honors
[2022-2023] University Academic Achievement Award (Top 10% in Xi’an Jiaotong-Liverpool University)
Selected Patents
[Mar. 2024] Cell Membrane Image Unsupervised Segmentation Model Training Method