Biography

I am now a DPhil student under the supervision of Professor Michael Osborne and Professor Stephen Roberts at MLRG as well as Professor Yarin Gal at OATML in University of Oxford. I completed my undergraduate study also in Oxford holding a MEng degree with first-class honours in Engineering, Economics and Management. I’m a Clarendon scholar.

My main research interest focuses on developing efficient Bayesian optimisation methods and use them to tackle the challenge of automated machine learning (AutoML). And I’ve successfully applied Bayesian optimisation for hyperparamter tuning, search space of mixed input types, black-box adversarial attack and neural architecture search. I also have broad interests in Bayesian deep learning, adversarial attacks and spectral analysis for large-scale graphs. My ultimate goal is to make Aritificial Intelligence algorithms more Intelligent and reduce the human efforts needed to make the machine learning algorithms perform well.