My name is Xinyang Zhou. I am a final-year undergraduate student at the Data Intelligence Group, University of Electronic Science and Technology of China (UESTC), Everest program (National top-talented program in UESTC), supervised by Prof. Wen Li and Prof. Lixin Duan. I am also a research assistant at the National University of Singapore(NUS), under the supervision of Prof. Angela Yao.

My research currently focuses on Physical AI and Multimodal Learning, including Physically consistent Video Generation, Video Understanding, etc. My research will focus on learning physical world models and model–environment interaction within generative frameworks. I do believe that progress in physically grounded world modeling is a promising path toward Artificial General Intelligence.

Selected Publications

My papers can also be found on Google Scholar profile.

The Devil is in the Spurious Correlation: Boosting Moment Retrieval via Temporal Dynamic Learning
Xinyang Zhou\(^*\), Fanyue Wei\(^*\), Lixin Duan, Angela Yao, Wen Li\(^\dagger\)
ICCV, 2025   Project Page

Experiences

Research assistant, under the supervision of Prof. Angela Yao, National University of Singapore, Singapore, Nov 2025 - Apr 2026.

Services

Conference Reviewer

• CVPR, WACV

Misc

I’m a XNFJ.