Haonan Duan

Department of Computer Science, University of Toronto

Vector Institute

Contact: haonand [at] cs [dot] toronto [dot] edu

[CV]


Bio

I am a first-year PhD student in computer science at the University of Toronto, supervised by Prof. Chris Maddison. Previously, I completed my MMath and BMath in computer science at the University of Waterloo, supervised by Prof. Pascal Poupart.

I am interested in improving the reasoning and inference abilities of intelligence agents. Some of my past work focused on designing self-supervised pre-training paradigms for reasoning, developing exact inference models with tractability guarantee and improving combinatorial solvers using Bayesian inference. I am also interested in representation learning and uncertainty quantification for neural networks.


Papers

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Service



Industry Experience


Selected Honors & Awards

I am grateful for the organizations and people below to support my study and research: