Focused research topics
Experiments for testing effective visualization designs rely on "good" stimuli, but it is difficult to have a set of stimuli that sufficiently covers intended design spaces and manage lots of stimuli as researchers iterate their study designs. To support stimuli-related tasks for visualization experiments, we are interested in augmenting stimuli designs given an initial idea and helping researchers manage them iteratively with AI systems.
Take a look at this paper.
Many find it challenging to interact with quantum computers because of the lack of an intuitive relationship between quantum information and domain knowledge. To make quantum computing more seamless, usable interfaces are warranted for both encoding and interpretation of quantum programs.
Take a look at this paper.
Systems for complex data heavily rely on visual representations, yet they are limited in supporting Blind users. Sonification is a promising method to make data interaction accessible. We are interested in developing sonification-based data representation methods in communicating insights beyond simple tasks.
Take a look at this paper.