I am a Computer Science PhD student at Australian National University, working with Dr Liang Zheng, Prof Stephen Gould and Dr Yumin Suh. Before that, I received the M.Phil in Computer Science from the University of the Chinese Academy of Sciences in 2019, advised by Prof Jianbin Jiao. I obtained the B.Eng. from Beijing Jiaotong University in 2016, advised by Dr Jupeng Li.
Research Topic: Model (Out-of-Distribution) Generalization.
My PhD research is Unsupervised Model Evaluation. Over the past three years, I have been exploring an answer to one question: Are Labels Always Necessary for Model Evaluation? Specifically, the goal is to estimate the model generalization on various unlabeled test datasets. Please check our [ TPAMI 2022/CVPR 2021 work] and [ ICML 2021 work]. Here are [some slides] to introduce my research.
[Curriculum Vitae; Google Scholar]