To enhance people's ability to understand and communicate large and complex data, I develop methods that richly integrate the capabilities of both people and machines. I combine methods from visualization, data management, programming languages, and human-computer interaction to enable effective methods for data analysis and communication. My systems have won awards at premier academic venues, and are used by journalists, data enthusiasts, developers, educators, and the data science community.
2022–presentAssistant Professor at Singapore Management UniversitySingapore
2015–2021Research Assistant at Carnegie Mellon UniversityPittsburgh, PA
2017Research Intern at IBM ResearchCambridge, MA
2015–2021Ph.D. in Electrical and Computer Engineering, Carnegie Mellon UniversityPittsburgh, PA
Advised by Daniel P. Siewiorek Thesis: “Interactive Hybrid Intelligence Systems for Human-AI/Robot Collaboration”.
2018–2020M.S. in Machine Learning, Carnegie Mellon UniversityPittsburgh, PA
2008–2012B.S. in Electrical and Computer Engineering, Carnegie Mellon UniversityPittsburgh, PA
2021Rising Stars in Data ScienceThe University of Chicago
For my thesis on "Interactive Hybrid Intelligence Systems".
20192nd PlaceACM ASSETS Student Research Competition
Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders
Logan Stapleton, Min Hun Lee, Diana Qing, Marya Wright, Alexandra Chouldechova, Zhiwei Steven Wu, Kenneth Holstein, Haiyi Zhu.
ACM FAccT Conference on Fairness, Accountability, and Transparency (FAccT), 2022.
Interactive Hybrid Intelligence Systems for Improving the Practices of Physical Stroke Rehabilitation
Pitt-CMU Medical Informatics Colloquium, Zoom
IJCAI 2021 AI4 Function, Online
2022Introduction to Artificial IntelligenceSingapore Management University
Prepared and taught lectures. Prepared and graded assignments.
Reviewer for ACM CHI, IEEE VIS, TVCG, EuroVis, PacificVis, Computers & Graphics, HILDA, and DSIA.
Program committee for HILDA 2018, HILDA 2019, and HILDA 2020 at SIGMOD.
Organizer of DSIA 2018 and DSIA 2019 at VIS.
Session chair at CHI 2019, VIS 2019, VIS 2020. Program committee at VIS 2020 and 2021.
Daniel P. Siewiorek
Professor of Electrical and Computer Engineering and Computer Science Carnegie Mellon University http://www.cs.cmu.edu/~dps/