Tianyang Wang

Ph.D. Student
The Ohio State University
ty35.creates@gmail.com

About Me

Hello there! I am currently a Ph.D. student in Biomedical Engineering at The Ohio State University, where I am pursuing my research under the supervision of Prof. Khalid Niazi. Previously, I was privileged to be advised by Prof. Jingxin Liu at the School of AI and Advanced Computing, Xi’an Jiaotong-Liverpool University, where I focused on computer vision and its applications.

Research Interests

Computer Vision: image segmentation, domain adaptation, unsupervised learning
Computational Pathology: histopathological image analysis

News

[Apr. 2025] One paper was accepted to IJCNN 2025.
[Dec. 2024] One paper was accepted to ICASSP 2025.
[Aug. 2024] My first undergraduate work was accepted to BIBM 2024.

Publications

IJCNN

A Structure and Semantic Aware Framework for Generalized Medical Image Segmentation via Frequency and Probabilistic Learning

Yuheng Xu, Tianyang Wang, Taiping Zhang

International Joint Conference on Neural Networks (IJCNN), 2025.

PDF Camera Ready

ICASSP

Enhanced Corneal Endothelial Cell Segmentation via Frequency-Selected Residual Fourier Diffusion Models

Tianyang Wang*, Xiaofei Nan*, Yunze Wang*, Yuhang Yan, Zhenkai Gao, Jingxin Liu

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025.

PDF Poster

BIBM

Pseudo Training Data Generation for Unsupervised Cell Membrane Segmentation in Immunohistochemistry Images

Xi Long*, Tianyang Wang*, Yanjia Kan*, Yunze Wang, Silin Chen, Albert Zhou, Xianxu Hou, Jingxin Liu

IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024.

PDF Oral Presentation

Services

Conference Reviewers

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