Guanxiong Luo Jason

I work on generative models for imaging: diffusion models, autoregressive models, and the inverse problems they solve. I am most interested in cases where the measurements are incomplete. Reconstructing an image from fewer samples, restoring one when the blur is unknown, or generating a sequence whose frames have to stay consistent with each other. Most of my work sits between the mathematics of those problems and the systems needed to run them.

Since June 2026 I have been a Senior Algorithm Engineer as a contractor at Apple in Munich, working on computational imaging. Before that I was a postdoctoral research fellow at the Luxembourg Institute of Health, and before that a research scientist at Göttingen, where I also completed my PhD with Prof. Dr. Martin Uecker in computer science. And before that an M.Phil at the University of Hong Kong and a B.Eng at Xi’an Jiaotong University. I review for NeurIPS, ICML, ICLR, CVPR, AISTATS, TMLR and several IEEE and medical imaging journals.

I am open to research and engineering roles in generative AI, computational imaging and ML systems. My CV has the details.

Outside work I play soccer and tennis, and I take photographs.