I design algorithms for real-time\u00a0intelligent interactive systems\u00a0<\/b>that coordinate with user actions that are beyond spoken languages, including non-verbal behaviors to achieve effective and natural communications. In particular, I optimize human-machine communication via studies of\u00a0multimodal sensing and analysis<\/b>,\u00a0speech and natural language processing<\/b>,\u00a0machine learning<\/b>\u00a0and\u00a0human-computer interaction<\/b>. The central focus of my dissertation research is to bring together all the areas above to design, implement and deploy end-to-end real-time interactive intelligent systems that are able to plan globally considering interaction history and current user actions to achieve better user experience and task performance. Meanwhile, I enjoy collaborating with researchers with different backgrounds on interdisciplinary research in all area of science, such as health care, education and robotics.<\/p>\n","protected":false},"excerpt":{"rendered":"
I design algorithms for real-time\u00a0intelligent interactive systems\u00a0that coordinate with user actions that are beyond spoken languages, including non-verbal behaviors to achieve effective and natural communications. In particular, I optimize human-machine communication via studies of\u00a0multimodal sensing and analysis,\u00a0speech and natural language processing,\u00a0machine learning\u00a0and\u00a0human-computer interaction. The central focus of my dissertation research \u2026 Continue reading