Name：Li Xinhui
Title：Lecturer
Email：lixinhui@email.tjut.edu.cn
Address：7-407
I am currently a Lecturer at School of Computer Science and Engineering, Tianjin University of Technology, P. R. China. In 2025, I received my Ph.D. degree in Electronic Information from Tianjin University. Prior to that, I obtained my Master’s degree from the University of Missouri, Columbia, USA, and my Bachelor’s degree from Beijing Jiaotong University. My research focuses on computer vision, with particular interests in domain generalization and semantic segmentation. I am broadly interested in advancing robust and generalizable visual learning systems.
Computer Vision
Domain Generalization
Embodied Intelligence
[1] Xinhui Li, Mingjia Li, Xiaopeng Li, Xiaojie Guo. Learning generalized knowledge from a single domain on urban-scene segmentation[J]. IEEE Transactions on Multimedia, 2022, 25: 7635-7646.
[2] Xinhui Li, Mingjia Li, Yaxing Wang, ChuanXian Ren, Xiaojie Guo. Adaptive texture filtering for single-domain generalized segmentation[C]//Proceedings of the AAAI Conference on Artificial Intelligence, 2023: 1442-1450.
[3] Xinhui Li, Liang Li, Xiaojie Guo. Synthetic-to-real generalization for semantic segmentation[C]//2022 IEEE International Conference on Multimedia and Expo, 2022: 1-6.
[4] Xinyu He, Xinhui Li, Xiaojie Guo. Differential Alignment for Domain Adaptive Object Detection[C]//Proceedings of the AAAI Conference on Artificial Intelligence, 2025: 17150-17158.
[5] Mingjia Li, Yuanbin Fu, Xinhui Li, Xiaojie Guo. Deep flexible structure preserving image smoothing[C]//Proceedings of the 30th ACM international conference on multimedia, 2022: 1875-1883.
Reviewer for CVPR, ICCV, ACM MM, and AAAI etc.
