Publications

Dziban: Balancing Agency & Automation in Visualization Design via Anchored Recommendations

Exploring neighborhoods in large metagenome assembly graphs reveals hidden sequence diversity

Interactive Systems for Scalable Visualization and Analysis

PhD thesis.

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

Altair: Interactive Statistical Visualizations for Python

Exploring neighborhoods in large metagenome assembly graphs reveals hidden sequence diversity

Visualizing a Million Time Series with the Density Line Chart

Beyond Heuristics: Learning Visualization Design

Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco

Value-Suppressing Uncertainty Palettes

Extracting Neighborhood Structure from Very Large DNA Graphs

Text detection in screen images with a Convolutional Neural Network

What Users Don't Expect about Exploratory Data Analysis on Approximate Query Processing Systems

Lessons from Pangloss: User Encounters with Uncertainty

Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data

Voyager 2: Augmenting Visual Analysis with Partial View Specifications

The Myria Big Data Management and Analytics System and Cloud Service

Vega-Lite: A Grammar of Interactive Graphics

SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment

Towards A General-Purpose Query Language for Visualization Recommendation

High Variety Cloud Databases

Dynamic Client-Server Optimization for Scalable Interactive Visualization on the Web

Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations

Perfopticon: Visual Query Analysis for Distributed Databases

Visualization of dataflow and distributed execution in Myria. Influenced the design of the Distributed Dask web interface.

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.

Algorithms for the Visualization of Software System Evolution

My bachelor thesis. Not publicly available due to non-disclosure agreement.