Dominik Moritz

According to our database, Dominik Moritz authored at least 70 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

2024 VGTC Visualization Significant New Researcher Award.

Dominik Moritz, Mennatallah El-Assady

IEEE Trans. Vis. Comput. Graph., January, 2025

Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments.

Angie Boggust, Venkatesh Sivaraman, Yannick Assogba, Donghao Ren, Dominik Moritz, Fred Hohman

IEEE Trans. Vis. Comput. Graph., January, 2025

2024

Optimizing Dataflow Systems for Scalable Interactive Visualization.

Junran Yang, Hyekang Kevin Joo, Sai S. Yerramreddy, Dominik Moritz, Leilani Battle

Proc. ACM Manag. Data, February, 2024

Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco.

Zehua Zeng, Junran Yang, Dominik Moritz, Jeffrey Heer, Leilani Battle

IEEE Trans. Vis. Comput. Graph., January, 2024

Average Estimates in Line Graphs Are Biased Toward Areas of Higher Variability.

Dominik Moritz, Lace M. K. Padilla, Francis Nguyen, Steven L. Franconeri

IEEE Trans. Vis. Comput. Graph., January, 2024

Mosaic: An Architecture for Scalable & Interoperable Data Views.

Jeffrey Heer, Dominik Moritz

IEEE Trans. Vis. Comput. Graph., January, 2024

Dead or Alive: Continuous Data Profiling for Interactive Data Science.

Will Epperson, Vaishnavi Gorantla, Dominik Moritz, Adam Perer

IEEE Trans. Vis. Comput. Graph., January, 2024

Data Navigator: An Accessibility-Centered Data Navigation Toolkit.

Frank Elavsky, Lucas Nadolskis, Dominik Moritz

IEEE Trans. Vis. Comput. Graph., January, 2024

Exploring Empty Spaces: Human-in-the-Loop Data Augmentation.

Catherine Yeh, Donghao Ren, Yannick Assogba, Dominik Moritz, Fred Hohman

CoRR, 2024

AI Policy Projector: Grounding LLM Policy Design in Iterative Mapmaking.

Michelle S. Lam, Fred Hohman, Dominik Moritz, Jeffrey P. Bigham, Kenneth Holstein, Mary Beth Kery

CoRR, 2024

Apple Intelligence Foundation Language Models.

Tom Gunter, Zirui Wang, Chong Wang, Ruoming Pang, Andy Narayanan, Aonan Zhang, Bowen Zhang, Chen Chen, Chung-Cheng Chiu, David Qiu, Deepak Gopinath, Dian Ang Yap, Dong Yin, Feng Nan, Floris Weers, Guoli Yin, Haoshuo Huang, Jianyu Wang, Jiarui Lu, John Peebles, Ke Ye, Mark Lee, Nan Du, Qibin Chen, Quentin Keunebroek, Sam Wiseman, Syd Evans, Tao Lei, Vivek Rathod, Xiang Kong, Xianzhi Du, Yanghao Li, Yongqiang Wang, Yuan Gao, Zaid Ahmed, Zhaoyang Xu, Zhiyun Lu, Al Rashid, Albin Madappally Jose, Alec Doane, Alfredo Bencomo, Allison Vanderby, Andrew Hansen, Ankur Jain, Anupama Mann Anupama, Areeba Kamal, Bugu Wu, Carolina Brum, Charlie Maalouf, Chinguun Erdenebileg, Chris Dulhanty, Dominik Moritz, Doug Kang, Eduardo Jimenez, Evan Ladd, Fangping Shi, Felix Bai, Frank Chu, Fred Hohman, Hadas Kotek, Hannah Gillis Coleman, Jane Li, Jeffrey P. Bigham, Jeffery Cao, Jeff Lai, Jessica Cheung, Jiulong Shan, Joe Zhou, John Li, Jun Qin, Karanjeet Singh, Karla Vega, Kelvin Zou, Laura Heckman, Lauren Gardiner, Margit Bowler, Maria Cordell, Meng Cao, Nicole Hay, Nilesh Shahdadpuri, Otto Godwin, Pranay Dighe, Pushyami Rachapudi, Ramsey Tantawi, Roman Frigg, Sam Davarnia, Sanskruti Shah, Saptarshi Guha, Sasha Sirovica, Shen Ma, Shuang Ma, Simon Wang, Sulgi Kim, Suma Jayaram, Vaishaal Shankar, Varsha Paidi, Vivek Kumar, Xin Wang, Xin Zheng, Walker Cheng

CoRR, 2024

Counterpoint: Orchestrating Large-Scale Custom Animated Visualizations.

Venkatesh Sivaraman, Frank Elavsky, Dominik Moritz, Adam Perer

Proceedings of the IEEE Visualization and Visual Analytics, 2024

Opening the Black Box of 3D Reconstruction Error Analysis with VECTOR.

Racquel Fygenson, Kazi Jawad, Isabel Li, Francois Ayoub, Robert G. Deen, Scott Davidoff, Dominik Moritz, Mauricio Hess-Flores

Proceedings of the IEEE Visualization and Visual Analytics, 2024

Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference.

Fred Hohman, Chaoqun Wang, Jinmook Lee, Jochen Görtler, Dominik Moritz, Jeffrey P. Bigham, Zhile Ren, Cecile Foret, Qi Shan, Xiaoyi Zhang

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences.

Fred Hohman, Mary Beth Kery, Donghao Ren, Dominik Moritz

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

Exploring The Affordances of Game-Aware Streaming to Support Blind and Low Vision Viewers: A Design Probe Study.

Noor Hammad, Frank Elavsky, Sanika Moharana, Jessie Chen, Seyoung Lee, Patrick Carrington, Dominik Moritz, Jessica Hammer, Erik Harpstead

Proceedings of the 26th International ACM SIGACCESS Conference on Computers and Accessibility, 2024

2023

Studying Early Decision Making with Progressive Bar Charts.

Ameya Patil, Gaëlle Richer, Christopher Jermaine, Dominik Moritz, Jean-Daniel Fekete

IEEE Trans. Vis. Comput. Graph., 2023

DashQL - Complete Analysis Workflows with SQL.

André Kohn, Dominik Moritz, Thomas Neumann

CoRR, 2023

Designing Data: Proactive Data Collection and Iteration for Machine Learning.

Aspen K. Hopkins, Fred Hohman, Luca Zappella, Xavier Suau Cuadros, Dominik Moritz

CoRR, 2023

Draco 2: An Extensible Platform to Model Visualization Design.

Junran Yang, Péter Ferenc Gyarmati, Zehua Zeng, Dominik Moritz

Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

Combining Degree of Interest Functions and Progressive Visualization.

Marius Hogräfer, Dominik Moritz, Adam Perer, Hans-Jörg Schulz

Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

VegaProf: Profiling Vega Visualizations.

Junran Yang, Alex Bäuerle, Dominik Moritz, Çagatay Demiralp

Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, 2023

Seventh Workshop on Human-In-the-Loop Data Analytics (HILDA).

Dominik Moritz, Behrooz Omidvar-Tehrani, Sudeepa Roy

Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Angler: Helping Machine Translation Practitioners Prioritize Model Improvements.

Samantha Robertson, Zijie J. Wang, Dominik Moritz, Mary Beth Kery, Fred Hohman

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

KD-Box: Line-segment-based KD-tree for Interactive Exploration of Large-scale Time-Series Data.

Yue Zhao, Yunhai Wang, Jian Zhang, Chi-Wing Fu, Mingliang Xu, Dominik Moritz

IEEE Trans. Vis. Comput. Graph., 2022

AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization.

Aoyu Wu, Yun Wang, Xinhuan Shu, Dominik Moritz, Weiwei Cui, Haidong Zhang, Dongmei Zhang, Huamin Qu

IEEE Trans. Vis. Comput. Graph., 2022

An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization.

Hyeok Kim, Ryan A. Rossi, Abhraneel Sarma, Dominik Moritz, Jessica Hullman

IEEE Trans. Vis. Comput. Graph., 2022

DuckDB-Wasm: Fast Analytical Processing for the Web.

André Kohn, Dominik Moritz, Mark Raasveldt, Hannes Mühleisen, Thomas Neumann

Proc. VLDB Endow., 2022

ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis.

Aoyu Wu, Wai Tong, Haotian Li, Dominik Moritz, Yong Wang, Huamin Qu

CoRR, 2022

Scalable Vega: Optimizing Declarative Visualization Languages.

Junran Yang, Hyekang Kevin Joo, Sai S. Yerramreddy, Siyao Li, Dominik Moritz, Leilani Battle

CoRR, 2022

Leveraging Analysis History for Improved In Situ Visualization Recommendation.

Will Epperson, Doris Jung Lin Lee, Leijie Wang, Kunal Agarwal, Aditya G. Parameswaran, Dominik Moritz, Adam Perer

Comput. Graph. Forum, 2022

How accessible is my visualization? Evaluating visualization accessibility with Chartability.

Frank Elavsky, Cynthia L. Bennett, Dominik Moritz

Comput. Graph. Forum, 2022

VegaFusion: Automatic Server-Side Scaling for Interactive Vega Visualizations.

Nicolas Kruchten, Jon Mease, Dominik Moritz

Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

Demonstration of VegaPlus: Optimizing Declarative Visualization Languages.

Junran Yang, Hyekang Kevin Joo, Sai S. Yerramreddy, Siyao Li, Dominik Moritz, Leilani Battle

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

HILDA'22: The SIGMOD 2022 Workshop on Human-in-the-Loop Data Analytics.

Azza Abouzied, Dominik Moritz, Michael J. Cafarella

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Network Report: A Structured Description for Network Datasets.

Xinyi Zheng, Ryan A. Rossi, Nesreen K. Ahmed, Dominik Moritz

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

ComputableViz: Mathematical Operators as a Formalism for Visualisation Processing and Analysis.

Aoyu Wu, Wai Tong, Haotian Li, Dominik Moritz, Yong Wang, Huamin Qu

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels.

Jochen Görtler, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Donghao Ren, Rahul Nair, Marc Kirchner, Kayur Patel

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Symphony: Composing Interactive Interfaces for Machine Learning.

Alex Bäuerle, Ángel Alexander Cabrera, Fred Hohman, Megan Maher, David Koski, Xavier Suau, Titus Barik, Dominik Moritz

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021

PIXLISE-C: Exploring The Data Analysis Needs of NASA Scientists for Mineral Identification.

Connie Ye, Lukás Hermann, Nur Yildirim, Shravya Bhat, Dominik Moritz, Scott Davidoff

CoRR, 2021

Survey on Artificial Intelligence Approaches for Visualization Data.

Aoyu Wu, Yun Wang, Xinhuan Shu, Dominik Moritz, Weiwei Cui, Haidong Zhang, Dongmei Zhang, Huamin Qu

CoRR, 2021

Design Patterns and Trade-Offs in Responsive Visualization for Communication.

Hyeok Kim, Dominik Moritz, Jessica Hullman

Comput. Graph. Forum, 2021

Special Interest Group on Visualization Grammars.

Xiaoying Pu, Matthew Kay, Steven Mark Drucker, Jeffrey Heer, Dominik Moritz, Arvind Satyanarayan

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Interdependent Variables: Remotely Designing Tactile Graphics for an Accessible Workflow.

Lilian de Greef, Dominik Moritz, Cynthia L. Bennett

Proceedings of the ASSETS '21: The 23rd International ACM SIGACCESS Conference on Computers and Accessibility, 2021

2020

Fast and Flexible Overlap Detection for Chart Labeling with Occupancy Bitmap.

Chanwut Kittivorawong, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer

Proceedings of the 31st IEEE Visualization Conference, 2020

mage: Fluid Moves Between Code and Graphical Work in Computational Notebooks.

Mary Beth Kery, Donghao Ren, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Kayur Patel

Proceedings of the UIST '20: The 33rd Annual ACM Symposium on User Interface Software and Technology, 2020

Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data.

Leilani Battle, Philipp Eichmann, Marco Angelini, Tiziana Catarci, Giuseppe Santucci, Yukun Zheng, Carsten Binnig, Jean-Daniel Fekete, Dominik Moritz

Proceedings of the 2020 International Conference on Management of Data, 2020

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

Halden Lin, Dominik Moritz, Jeffrey Heer

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

Interactive Systems for Scalable Visualization and Analysis.

Dominik Moritz

PhD thesis, 2019

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

Dominik Moritz, Chenglong Wang, Greg L. Nelson, Halden Lin, Adam M. Smith, Bill Howe, Jeffrey Heer

IEEE Trans. Vis. Comput. Graph., 2019

Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations.

Dominik Moritz, Bill Howe, Jeffrey Heer

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Altair: Declarative statistical visualization library for Python.

Jacob VanderPlas, Brian E. Granger, Jeffrey Heer, Dominik Moritz, Kanit Wongsuphasawat, Arvind Satyanarayan, Eitan Lees, Ilia Timofeev, Ben Welsh, Scott Sievert

Dataset, November, 2018

Altair: Declarative statistical visualization library for Python.

Jacob VanderPlas, Brian E. Granger, Jeffrey Heer, Dominik Moritz, Kanit Wongsuphasawat, Eitan Lees, Ilia Timofeev, Ben Welsh, Scott Sievert

Dataset, November, 2018

Altair: Interactive Statistical Visualizations for Python.

Jacob VanderPlas, Brian E. Granger, Jeffrey Heer, Dominik Moritz, Kanit Wongsuphasawat, Arvind Satyanarayan, Eitan Lees, Ilia Timofeev, Ben Welsh, Scott Sievert

J. Open Source Softw., 2018

Visualizing a Million Time Series with the Density Line Chart.

Dominik Moritz, Danyel Fisher

CoRR, 2018

Beyond Heuristics: Learning Visualization Design.

Bahador Saket, Dominik Moritz, Halden Lin, Victor Dibia, Çagatay Demiralp, Jeffrey Heer

CoRR, 2018

Value-Suppressing Uncertainty Palettes.

Michael Correll, Dominik Moritz, Jeffrey Heer

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

Vega-Lite: A Grammar of Interactive Graphics.

Arvind Satyanarayan, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer

IEEE Trans. Vis. Comput. Graph., 2017

Text detection in screen images with a Convolutional Neural Network.

Dominik Moritz

J. Open Source Softw., 2017

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

Dominik Moritz, Danyel Fisher

Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, 2017

The Myria Big Data Management and Analytics System and Cloud Services.

Jingjing Wang, Tobin Baker, Magdalena Balazinska, Daniel Halperin, Brandon Haynes, Bill Howe, Dylan Hutchison, Shrainik Jain, Ryan Maas, Parmita Mehta, Dominik Moritz, Brandon Myers, Jennifer Ortiz, Dan Suciu, Andrew Whitaker, Shengliang Xu

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

Voyager 2: Augmenting Visual Analysis with Partial View Specifications.

Kanit Wongsuphasawat, Zening Qu, Dominik Moritz, Riley Chang, Felix Ouk, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

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

Dominik Moritz, Danyel Fisher, Bolin Ding, Chi Wang

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations.

Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer

IEEE Trans. Vis. Comput. Graph., 2016

Towards a general-purpose query language for visualization recommendation.

Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2016

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

Shrainik Jain, Dominik Moritz, Daniel Halperin, Bill Howe, Ed Lazowska

Proceedings of the 2016 International Conference on Management of Data, 2016

High variety cloud databases.

Shrainik Jain, Dominik Moritz, Bill Howe

Proceedings of the 32nd IEEE International Conference on Data Engineering Workshops, 2016

2015

Perfopticon: Visual Query Analysis for Distributed Databases.

Dominik Moritz, Daniel Halperin, Bill Howe, Jeffrey Heer

Comput. Graph. Forum, 2015

2014

Demonstration of the Myria big data management service.

Daniel Halperin, Victor Teixeira de Almeida, Lee Lee Choo, Shumo Chu, Paraschos Koutris, Dominik Moritz, Jennifer Ortiz, Vaspol Ruamviboonsuk, Jingjing Wang, Andrew Whitaker, Shengliang Xu, Magdalena Balazinska, Bill Howe, Dan Suciu

Proceedings of the International Conference on Management of Data, 2014

Visualization of Varying Hierarchies by Stable Layout of Voronoi Treemaps.

Sebastian Hahn, Jonas Trümper, Dominik Moritz, Jürgen Döllner

Proceedings of the 5th International Conference on Information Visualization Theory and Applications, 2014