Publications
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2019
Advances in Visualization of Big Data
Chapter of the book “Managing Heterogeneous Data and Polystore Databases” edited by Vijay Gadepally, Sam Madden, Michael Stonebraker and to be published by MIT Press.
Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations
CHI in Glasgow, UK
2019
2018
Altair: Interactive Statistical Visualizations for Python
Exploring neighborhoods in large metagenome assembly graphs reveals hidden sequence diversity
bioRxiv preprint
2018
Visualizing a Million Time Series with the Density Line Chart
arXiv
2018
Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco
Best Paper Award
2017
Extracting Neighborhood Structure from Very Large DNA Graphs
SIAM Workshop on Network Science
2017
What Users Don't Expect about Exploratory Data Analysis on Approximate Query Processing Systems
Distinguished Long Talk
2016
2015
Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations
Invited to SIGGRAPH 2016
Perfopticon: Visual Query Analysis for Distributed Databases
Visualization of dataflow and distributed execution in Myria. Influenced the design of the Distributed Dask web interface.
2014
Demonstration of the Myria Big Data Management Service
Demo paper about the Myria system.
Visualization of Varying Hierarchies by Stable Layout of Voronoi Treemaps
Publication of algorithms that I developed for my bachelor thesis.
2013
Algorithms for the Visualization of Software System Evolution
My bachelor thesis. Not publicly available due to non-disclosure agreement.