Publications
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of2025
Exploring Empty Spaces: Human-in-the-Loop Data Augmentation
Best Paper Honorable Mention
InterLink: Linking Text with Code and Output in Computational Notebooks
2024
Apple Intelligence Foundation Language Models
Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments
Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences
CHI in Honolulu, HI
2024
Counterpoint: Orchestrating Large-Scale Custom Animated Visualizations
Optimizing Dataflow Systems for Scalable Interactive Visualization
SIGMOD in Santiago, Chile
2024
Exploring The Affordances of Game-Aware Streaming to Support Blind and Low Vision Viewers: A Design Probe Study
Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference
CHI in Honolulu, HI
2024
Best Paper Honorable Mention
Opening the Black Box of 3D Reconstruction Error Analysis with VECTOR
2023
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements
CHI in Hamburg
2023
Dead or Alive: Continuous Data Profiling for Interactive Data Science
VIS in Melbourne
2023
Best Paper Honorable Mention
DashQL – Complete Analysis Workflows with SQL
Data Navigator: An accessibility-centered data navigation toolkit
VIS in Melbourne
2023
Designing Data: Proactive Data Collection and Iteration for Machine Learning Using Reflexive Planning, Monitoring, and Density Estimation
Artificial Intelligence & Human-Computer Interaction Workshop at ICML in Honolulu, Hawaii
2023
Draco 2: An Extensible Platform to Model Visualization Design
VIS in Melbourne
2023
Best Paper Honorable Mention
Average Estimates in Line Graphs are Biased Toward Areas of Higher Variability
VIS in Melbourne
2023
Best Paper Honorable Mention
Mosaic: An Architecture for Scalable & Interoperable Data Views
VIS in Melbourne
2023
Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco
VIS in Melbourne
2023
2022
How accessible is my visualization? Evaluating visualization accessibility with Chartability
ComputableViz: Mathematical Operators as a Formalism for Visualisation Processing and Analysis
Studying Early Decision Making with Progressive Bar Charts
DuckDB-Wasm: Fast Analytical Processing for the Web
Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels
Best Paper
Network Report: A Structured Description for Network Datasets
Demonstration of VegaPlus: Optimizing Declarative Visualization Languages
Leveraging Analysis History for Improved In Situ Visualization Recommendation
Symphony: Composing Interactive Interfaces for Machine Learning
VegaFusion: Automatic Server-Side Scaling for Interactive Vega Visualizations
2021
AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization
TVCG
2021
Interdependent Variables: Remotely Designing Tactile Graphics for an Accessible Workflow
ASSETS in Virtual
2021
KD-Box: Line-segment-based KD-tree for Interactive Exploration of Large-scale Time-Series Data
IEEE VIS
2021
Design Patterns and Trade-Offs in Responsive Visualization for Communication
EuroVis
2021
PIXLISE-C: Exploring The Data Analysis Needs of NASA Scientists for Mineral Identification
SpaceCHI
2021
An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization
IEEE VIS
2021
2020
Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data
SIGMOD in Portland
2020
Dziban: Balancing Agency & Automation in Visualization Design via Anchored Recommendations
CHI in Honolulu, HI
2020
Fast and Flexible Overlap Detection for Chart Labeling with Occupancy Bitmap
mage: Fluid Moves Between Code and Graphical Work in Computational Notebooks
Exploring neighborhoods in large metagenome assembly graphs reveals hidden sequence diversity
Genome Biology
2020
2019
Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations
CHI in Glasgow, UK
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.
2018
Altair: Interactive Statistical Visualizations for Python
Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco
Best Paper
Visualizing a Million Time Series with the Density Line Chart
arXiv
2018
2017
What Users Don't Expect about Exploratory Data Analysis on Approximate Query Processing Systems
Distinguished Long Talk
Extracting Neighborhood Structure from Very Large DNA Graphs
SIAM Workshop on Network Science
2017
2016
2015
Perfopticon: Visual Query Analysis for Distributed Databases
Visualization of dataflow and distributed execution in Myria. Influenced the design of the Distributed Dask web interface.
Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations
Invited to SIGGRAPH 2016
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 Dominik 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.