Ziheng Wang

I am a first-year Ph.D. student in the School of Artificial Intelligence at The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen), supervised by Prof. Qilin Sun. I also work closely with Prof. Jingyi Yu.

Previously, I got my Bachelor's from ShanghaiTech University, where I worked with Prof. Jingyi Yu on non-line-of-sight imaging and transient imaging. I spent my junior year as a visiting student at the University of Wisconsin-Madison, working with Prof. Andreas Velten. Always a badger🦡!

zihengwang3 [AT] link [DOT] cuhk [DOT] edu [DOT] cn

Selected Publications

* Equal contribution | ^† Corresponding author

GenPIE: A Time-Resolved Plenoptic Imager

Ziheng Wang, Siyuan Shen, Huanyu Xu, Kaichun Qiao, Longwen Zhang, Qixuan Zhang, Qilin Sun, Shiying Li, Jingyi Yu^†

ACM Transactions on Graphics (TOG) & SIGGRAPH 2026

Paper Code Video BibTeX

MARMOT: Masked Autoencoder for Modeling Transient Imaging

Siyuan Shen*, Ziheng Wang*, Xingyue Peng, Suan Xia, Ruiqian Li, Shiying Li^†, and Jingyi Yu^†

Preprint

arXiv Code

BEAM: Boosting Fundus Image Enhancement via Adapted Text-to-Image Models

Ziheng Wang^†, Pujin Cheng, and Xiaoying Tang

MICCAI 2025 OMIA Workshop (Oral)

Paper Code BibTeX

@inproceedings{wang2025beam,
    author = {Wang, Ziheng and Cheng, Pujin and Tang, Xiaoying},
    title = {BEAM: Boosting Fundus Image Enhancement via Adapted Text-to-Image Models},
    year = {2025},
    isbn = {978-3-032-10350-5},
    publisher = {Springer-Verlag},
    address = {Berlin, Heidelberg},
    url = {https://doi.org/10.1007/978-3-032-10351-2_2},
    doi = {10.1007/978-3-032-10351-2_2},
    booktitle = {Ophthalmic Medical Image Analysis: 12th International Workshop, OMIA 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings},
    pages = {11–20},
    numpages = {10},
    keywords = {Fundus Image Enhancement, Text-to-Image Models, Diffusion Models},
    location = {Daejeon, Korea (Republic of)}
}

TransiT: Transient Transformer for Non-line-of-sight Videography

Ruiqian Li*, Siyuan Shen*, Suan Xia*, Ziheng Wang, Xingyue Peng, Yingsheng Zhu, Chengxuan Song, Shiying Li, and Jingyu Yu^†

ICCV 2025

Project Page Paper Code Dataset BibTeX

@inproceedings{li2025transit,
    title={TransiT: Transient Transformer for Non-line-of-sight Videography},
    author={Li, Ruiqian and Shen, Siyuan and Xia, Suan and Wang, Ziheng and Peng, Xingyue and Song, Chengxuan and Zhu, Yingsheng and Wu, Tao and Li, Shiying and Yu, Jingyi},
    booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    pages={27542--27551},
    year={2025}
}

Ziheng Wang

Education

News

Selected Publications

Misc.

Ziheng Wang

Education

News

Selected Publications

Misc.

BibTeX Citation