Publications: A work on time series visual summarization has been accepted to IEEE VIS; Intern Donghoon Shin's work on AI agents for real-time design collaboration has been conditionally accepted to UIST.
Research Experience
Work experience: Research Scientist at Adobe Research, developing and transferring database, visualization, and HCI technologies to Adobe Experience Cloud. Research projects: Generative AI applications on human-computer interactions, LLM-based graphic content generation and creativity support tools, generative AI applications on data management (e.g., industry-scaled text-to-SQL pipelines, query-centric machine learning).
Education
Ph.D.: 2021, Computer Science, New York University, advised by Prof. Claudio T. Silva and Prof. Juliana Freire; Double Degree: 2016, Computer Engineering and Business Management, HKUST.
Background
Research interests: Visualization and data management, including large scale data visualization, machine learning algorithms with data sketching and distributed computing, and visual analytics systems. Occupation: Research Scientist at Adobe Research.
Miscellany
Looking for interns and collaborators to work on research projects in DB/VIS/HCI. Please send an email to reach out and learn more.