A unified Markov random field/marked point process image model and its application to computational materials. - Huixi Zhao; Mary L. Comer; Marc De Graef (ICIP, 2014)

A Hybrid Markov Random Field/Marked Point Process Model for Analysis of Materials Images. - Huixi Zhao; Mary L. Comer (IEEE Trans. Computational Imaging, 2016)

Combining markov random field and marked point process for microscopy image modeling - Huixi Zhao (2016)

Narrow Gap Detection in Microscope Images Using Marked Point Process Modeling. - Dae-Woo Kim; Camilo Aguilar; Huixi Zhao; Mary L. Comer (IEEE Trans. Image Process., 2019)

Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward. - Zhiwei Jia; Yuesong Nan; Huixi Zhao; Gengdai Liu (CVPR, 2025)