Yichao Cai 蔡逸超

(“A good half of the art of living is resilience.” — by Alain de Botton)

I am a first-year PhD student in Computer Science at the Australian Institute for Machine Learning (AIML), University of Adelaide , supervised by Prof. Javen Qinfeng Shi, Dr. Zhen Zhang and Dr. Yuhang Liu. My research primarily delves into the intersection of causality and machine learning, with a focus on causal representation learning, domain-adaptive models, and causal generative modeling.

My vision is to develop machine learning models that deeply understand causality. I believe this understanding will enable the development of AI systems that are both controllable and interpretable.