CV
Computer Vision
Reasoning about complete scenes when observations are occluded, ambiguous, or incomplete.
- Amodal segmentation and complex occlusion understanding
- Vision-language models for visual reasoning
Computer Vision · AI for Science
Singapore
Zhixuan Li
I am a Research Fellow in the College of Computing and Data Science (CCDS) at Nanyang Technological University, collaborating with Prof. Weisi Lin. I received my Ph.D. degree at the National Engineering Research Center of Visual Technology (NERCVT), Peking University in 2023, supervised by Prof. Tiejun Huang and Assoc. Prof. Tingting Jiang. I received my B.E. degree from Tianjin University in 2018, supervised by Prof. Pengfei Zhu and Prof. Di Jin.
Research map
From partial evidence to complete understanding.
My research spans artificial intelligence, computer vision, and deep learning across two connected directions.
AI
AI for Science
Learning structured signals across time and space for scientific decision-making.
- Climate change forecasting and time-series analysis
- Earth observation and remote sensing
Selected work
Publications
Trajectory
Experience
2024.03 — Present
Research Fellow
College of Computing and Data Science, Nanyang Technological University · Singapore
2018.09 — 2023.07
Doctor of Philosophy
School of Computer Science, Peking University · Beijing, China
2014.09 — 2018.07
Bachelor of Engineering
School of Computer Science, Tianjin University · Outstanding Graduates · Tianjin, China
Academic community
Service
Journal reviewer
IEEE TNNLS · IEEE TCSVT · ACM JATS · JVCI · IMAVIS
Conference reviewer
CVPR · ICCV · ECCV · AAAI · ICLR · ACM MM · ICASSP · ICPR