I am currently an assistant professor at HEC Montreal and Montreal Institute for Learning Algorithms (MILA). Prior to that, I was a Postdoc at University of Michigan and Carnegie Mellon University. I also worked at Microsoft Research Asia as an associate researcher between 2014-2016.

New!! I’m looking for students (Postdoc, Ph.D., MSc., and interns)!! Students who are interested in working with me please apply through Mila admission (https://mila.quebec/en/admission/) or send an email to me directly.

What’s New

  • We just released the source codes of our RotatE model. The codes are available at link.
  • I am quite honoured to be named to the first cohort of Canada CIFAR Artificial Intelligence Chairs (CCAI Chair).CIFAR News1 CIFAR News2
  • Tutorial “Graph representation learning” by William L. Hamilton and me has been accepted by AAAI’19. See you at Hawaii!! Slides (Part 0, Part I, Part II, Part III)

Research Interests

  • Deep learning, deep generative models, reinforcement learning
  • Graph representation learning, Graph Neural Networks
  • Natural language understanding and reasoning, Knowledge graphs
  • Drug discovery
  • Recommender systems

Recent Papers

Selected Publications