Xinrui Cui

Xinrui Cui serves as an Assistant Professor in the Department of Computer Science and Engineering at the University of North Texas, conducting research at the intersection of Computer Vision, Computer Graphics, and Artificial Intelligence to develop transparent, controllable AI systems that enhance human-environment interaction.

Research focuses on Neural Rendering, 3D Reconstruction, Generative Models, and Explainable AI, with emphasis on creating AI that balances environmental understanding with user trust. Current work advances techniques for novel view synthesis, hierarchical model interpretation, and transformer-based 3D scene reconstruction while maintaining system transparency.

Publication analysis (2013-2023) reveals a clear research evolution: early work (2015-2017) centered on hyperspectral imagery and electromagnetic materials science, while recent publications (2019-2023) demonstrate concentrated expertise in interpretable deep learning for visual computing, neural radiance fields, and medical AI applications.

Dr. Cui actively recruits PhD and Master's students for research positions, seeking motivated candidates to contribute to cutting-edge projects in neural rendering, 3D vision, and explainable AI systems. Prospective students are encouraged to contact directly regarding research opportunities in the UNT Computer Science research group.