Hello! I am a Ph.D. student at the School of Computing, National University of Singapore. I am advised by Prof Wynne Hsu and Prof Mong Li Lee. My research interests lie in out-of-distribution generalization and AI for healthcare.

I received my Bachelor’s degree in Computer Science from the School of Computing, National University of Singapore in 2021. My thesis was advised by Prof Zhiyong Huang.

Publications

Cross-Domain Feature Augmentation for Domain Generalization (IJCAI 2024)

Yingnan Liu, Yingtian Zou, Rui Qiao, Fusheng Liu, Mong Li Lee, Wynne Hsu

Towards Robust Out-of-Distribution Generalization Bounds via Sharpness (ICLR 2024 Spotlight)

Yingtian Zou, Kenji Kawaguchi, Yingnan Liu, Jiashuo Liu, Mong Li Lee, Wynne Hsu