Yiwen Xu

Hi, I’m Yiwen, a PhD candidate supervised by Yang Song, Maurice Pagnucco, and Erik Meijering. My research interests include image reconstruction and editing, biomedical image analysis, and efficient deep learning for edge computing. I am particularly interested in developing practical computer vision methods that balance visual quality and reliability with real-world constraints such as limited compute, memory, and latency.

In addition, I am interested in foundation models and their adaptation to domain shifts and resource-constrained deployment.

Some of my research topics are outlined below. If you are interested in any of them, I would be happy to discuss further. My publications and outputs can also be found on my Google Scholar pages.