In particular, she has been interested in methods and tools that support visual analytics and creative activities, with a primary focus on interactive tools for the visual exploration of rich and complex data, visualization education, the design and perception of animated transitions, and sketch-based interfaces. Before joining UofT, she was a Research Scientist at Inria, France, and post-doctoral researcher at the University of Toronto, Ontario College of Art and Design University (OCAD-U), and Inria-Microsoft joint center in Paris. She obtained her PhD in Computer Science from the Université de Bordeaux. She is the recipient of an Inria grant for scientific excellence (PEDR) and her research papers have received awards at the premier venues in Human-Computer Interaction (ACM CHI, ACM UIST).