Dominik Moritz

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 74

Top Topics

Efficient Inference

Interactive Visualization

Top Venues

IEEE Trans. Vis. Comput. Graph.

SIGMOD Conference

Publications

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
Apple Intelligence Foundation Language Models. CoRR (2024)
Dominik Moritz, Lace M. K. Padilla, Francis Nguyen, Steven L. Franconeri
Average Estimates in Line Graphs Are Biased Toward Areas of Higher Variability. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Will Epperson, Vaishnavi Gorantla, Dominik Moritz, Adam Perer
Dead or Alive: Continuous Data Profiling for Interactive Data Science. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Junran Yang, Hyekang Kevin Joo, Sai S. Yerramreddy, Dominik Moritz, Leilani Battle
Optimizing Dataflow Systems for Scalable Interactive Visualization. Proc. ACM Manag. Data 2 (1) (2024)
Fred Hohman, Mary Beth Kery, Donghao Ren, Dominik Moritz
Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences. CHI (2024)
Frank Elavsky, Lucas Nadolskis, Dominik Moritz
Data Navigator: An Accessibility-Centered Data Navigation Toolkit. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Zehua Zeng, Junran Yang, Dominik Moritz, Jeffrey Heer, Leilani Battle
Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Fred Hohman, Chaoqun Wang, Jinmook Lee, Jochen Görtler, Dominik Moritz, Jeffrey P. Bigham, Zhile Ren, Cecile Foret, Qi Shan, Xiaoyi Zhang
Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference. CHI (2024)
Junran Yang, Hyekang Kevin Joo, Sai S. Yerramreddy, Dominik Moritz, Leilani Battle
Optimizing Dataflow Systems for Scalable Interactive Visualization. CoRR (2024)
Jeffrey Heer, Dominik Moritz
Mosaic: An Architecture for Scalable & Interoperable Data Views. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Fred Hohman, Chaoqun Wang, Jinmook Lee, Jochen Görtler, Dominik Moritz, Jeffrey P. Bigham, Zhile Ren, Cecile Foret, Qi Shan, Xiaoyi Zhang
Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference. CoRR (2024)
Dominik Moritz, Behrooz Omidvar-Tehrani, Sudeepa Roy
Seventh Workshop on Human-In-the-Loop Data Analytics (HILDA). SIGMOD Conference Companion (2023)
Frank Elavsky, Lucas Nadolskis, Dominik Moritz
Data Navigator: An accessibility-centered data navigation toolkit. CoRR (2023)
Marius Hogräfer, Dominik Moritz, Adam Perer, Hans-Jörg Schulz
Combining Degree of Interest Functions and Progressive Visualization. IEEE VIS (Short Papers) (2023)
Samantha Robertson, Zijie J. Wang, Dominik Moritz, Mary Beth Kery, Fred Hohman
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements. CHI (2023)
Junran Yang, Péter Ferenc Gyarmati, Zehua Zeng, Dominik Moritz
Draco 2: An Extensible Platform to Model Visualization Design. CoRR (2023)
Fred Hohman, Mary Beth Kery, Donghao Ren, Dominik Moritz
Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences. CoRR (2023)
Zehua Zeng, Junran Yang, Dominik Moritz, Jeffrey Heer, Leilani Battle
Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco. CoRR (2023)
André Kohn, Dominik Moritz, Thomas Neumann
DashQL - Complete Analysis Workflows with SQL. CoRR (2023)
Dominik Moritz, Lace M. K. Padilla, Francis Nguyen, Steven L. Franconeri
Average Estimates in Line Graphs Are Biased Toward Areas of Higher Variability. CoRR (2023)
Aspen Hopkins, Fred Hohman, Luca Zappella, Xavier Suau Cuadros, Dominik Moritz
Designing Data: Proactive Data Collection and Iteration for Machine Learning. CoRR (2023)
Junran Yang, Péter Ferenc Gyarmati, Zehua Zeng, Dominik Moritz
Draco 2: An Extensible Platform to Model Visualization Design. IEEE VIS (Short Papers) (2023)
Junran Yang, Alex Bäuerle, Dominik Moritz, Çagatay Demiralp
VegaProf: Profiling Vega Visualizations. UIST (2023)
Samantha Robertson, Zijie J. Wang, Dominik Moritz, Mary Beth Kery, Fred Hohman
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements. CoRR (2023)
Ameya Patil, Gaëlle Richer, Christopher Jermaine, Dominik Moritz, Jean-Daniel Fekete
Studying Early Decision Making with Progressive Bar Charts. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Will Epperson, Vaishnavi Gorantla, Dominik Moritz, Adam Perer
Dead or Alive: Continuous Data Profiling for Interactive Data Science. CoRR (2023)
Xinyi Zheng, Ryan A. Rossi, Nesreen K. Ahmed, Dominik Moritz
Network Report: A Structured Description for Network Datasets. CoRR (2022)
Frank Elavsky, Cynthia L. Bennett, Dominik Moritz
How accessible is my visualization? Evaluating visualization accessibility with Chartability. Comput. Graph. Forum 41 (3) (2022)
Will Epperson, Doris Jung Lin Lee, Leijie Wang, Kunal Agarwal, Aditya G. Parameswaran, Dominik Moritz, Adam Perer
Leveraging Analysis History for Improved In Situ Visualization Recommendation. Comput. Graph. Forum 41 (3) (2022)
Alex Bäuerle, Ángel Alexander Cabrera, Fred Hohman, Megan Maher, David Koski, Xavier Suau, Titus Barik, Dominik Moritz
Symphony: Composing Interactive Interfaces for Machine Learning. CoRR (2022)
Nicolas Kruchten, Jon Mease, Dominik Moritz
VegaFusion: Automatic Server-Side Scaling for Interactive Vega Visualizations. CoRR (2022)
Jochen Görtler, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Donghao Ren, Rahul Nair, Marc Kirchner, Kayur Patel
Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels. CHI (2022)
André Kohn, Dominik Moritz, Mark Raasveldt, Hannes Mühleisen, Thomas Neumann
DuckDB-Wasm: Fast Analytical Processing for the Web. Proc. VLDB Endow. 15 (12) (2022)
Junran Yang, Alex Bäuerle, Dominik Moritz, Çagatay Demiralp
VegaProf: Profiling Vega Visualizations. CoRR (2022)
Hyeok Kim, Ryan A. Rossi, Abhraneel Sarma, Dominik Moritz, Jessica Hullman
An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Nicolas Kruchten, Jon Mease, Dominik Moritz
VegaFusion: Automatic Server-Side Scaling for Interactive Vega Visualizations. IEEE VIS (Short Papers) (2022)
Azza Abouzied, Dominik Moritz, Michael J. Cafarella
HILDA'22: The SIGMOD 2022 Workshop on Human-in-the-Loop Data Analytics. SIGMOD Conference (2022)
Aoyu Wu, Yun Wang, Xinhuan Shu, Dominik Moritz, Weiwei Cui, Haidong Zhang, Dongmei Zhang, Huamin Qu
AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization. IEEE Trans. Vis. Comput. Graph. 28 (12) (2022)
Alex Bäuerle, Ángel Alexander Cabrera, Fred Hohman, Megan Maher, David Koski, Xavier Suau, Titus Barik, Dominik Moritz
Symphony: Composing Interactive Interfaces for Machine Learning. CHI (2022)
Xinyi Zheng, Ryan A. Rossi, Nesreen K. Ahmed, Dominik Moritz
Network Report: A Structured Description for Network Datasets. CIKM (2022)
Junran Yang, Hyekang Kevin Joo, Sai S. Yerramreddy, Siyao Li, Dominik Moritz, Leilani Battle
Demonstration of VegaPlus: Optimizing Declarative Visualization Languages. SIGMOD Conference (2022)
Yue Zhao, Yunhai Wang, Jian Zhang, Chi-Wing Fu, Mingliang Xu, Dominik Moritz
KD-Box: Line-segment-based KD-tree for Interactive Exploration of Large-scale Time-Series Data. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Aoyu Wu, Wai Tong, Haotian Li, Dominik Moritz, Yong Wang, Huamin Qu
ComputableViz: Mathematical Operators as a Formalism for Visualisation Processing and Analysis. CHI (2022)
Aoyu Wu, Wai Tong, Haotian Li, Dominik Moritz, Yong Wang, Huamin Qu
ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis. CoRR (2022)
Junran Yang, Hyekang Kevin Joo, Sai Yerramreddy, Siyao Li, Dominik Moritz, Leilani Battle
Scalable Vega: Optimizing Declarative Visualization Languages. CoRR (2022)
Lilian de Greef, Dominik Moritz, Cynthia L. Bennett
Interdependent Variables: Remotely Designing Tactile Graphics for an Accessible Workflow. ASSETS (2021)
Aoyu Wu, Yun Wang, Xinhuan Shu, Dominik Moritz, Weiwei Cui, Haidong Zhang, Dongmei Zhang, Huamin Qu
Survey on Artificial Intelligence Approaches for Visualization Data. CoRR (2021)
Xiaoying Pu, Matthew Kay, Steven Mark Drucker, Jeffrey Heer, Dominik Moritz, Arvind Satyanarayan
Special Interest Group on Visualization Grammars. CHI Extended Abstracts (2021)
Hyeok Kim, Dominik Moritz, Jessica Hullman
Design Patterns and Trade-Offs in Responsive Visualization for Communication. CoRR (2021)
Hyeok Kim, Dominik Moritz, Jessica Hullman
Design Patterns and Trade-Offs in Responsive Visualization for Communication. Comput. Graph. Forum 40 (3) (2021)
Connie Ye, Lukás Hermann, Nur Yildirim, Shravya Bhat, Dominik Moritz, Scott Davidoff
PIXLISE-C: Exploring The Data Analysis Needs of NASA Scientists for Mineral Identification. CoRR (2021)
Jochen Görtler, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Donghao Ren, Rahul Nair, Marc Kirchner, Kayur Patel
Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels. CoRR (2021)
Hyeok Kim, Ryan A. Rossi, Abhraneel Sarma, Dominik Moritz, Jessica Hullman
An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization. CoRR (2021)
Leilani Battle, Philipp Eichmann, Marco Angelini, Tiziana Catarci, Giuseppe Santucci, Yukun Zheng, Carsten Binnig, Jean-Daniel Fekete, Dominik Moritz
Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data. SIGMOD Conference (2020)
Mary Beth Kery, Donghao Ren, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Kayur Patel
mage: Fluid Moves Between Code and Graphical Work in Computational Notebooks. CoRR (2020)
Halden Lin, Dominik Moritz, Jeffrey Heer
Dziban: Balancing Agency & Automation in Visualization Design via Anchored Recommendations. CHI (2020)
Chanwut Kittivorawong, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer
Fast and Flexible Overlap Detection for Chart Labeling with Occupancy Bitmap. IEEE VIS (Short Papers) (2020)
Mary Beth Kery, Donghao Ren, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Kayur Patel
mage: Fluid Moves Between Code and Graphical Work in Computational Notebooks. UIST (2020)
Dominik Moritz, Bill Howe, Jeffrey Heer
Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations. CHI (2019)
Dominik Moritz, Chenglong Wang, Greg L. Nelson, Halden Lin, Adam M. Smith, Bill Howe, Jeffrey Heer
Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Bahador Saket, Dominik Moritz, Halden Lin, Victor Dibia, Çagatay Demiralp, Jeffrey Heer
Beyond Heuristics: Learning Visualization Design. CoRR (2018)
Jacob VanderPlas, Brian E. Granger, Jeffrey Heer, Dominik Moritz, Kanit Wongsuphasawat, Arvind Satyanarayan, Eitan Lees, Ilia Timofeev, Ben Welsh, Scott Sievert
Altair: Interactive Statistical Visualizations for Python. J. Open Source Softw. 3 (32) (2018)
Michael Correll, Dominik Moritz, Jeffrey Heer
Value-Suppressing Uncertainty Palettes. CHI (2018)
Dominik Moritz, Danyel Fisher
Visualizing a Million Time Series with the Density Line Chart. CoRR (2018)
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
The Myria Big Data Management and Analytics System and Cloud Services. CIDR (2017)
Dominik Moritz, Danyel Fisher, Bolin Ding, Chi Wang
Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data. CHI (2017)
Kanit Wongsuphasawat, Zening Qu, Dominik Moritz, Riley Chang, Felix Ouk, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer
Voyager 2: Augmenting Visual Analysis with Partial View Specifications. CHI (2017)
Dominik Moritz, Danyel Fisher
What Users Don't Expect about Exploratory Data Analysis on Approximate Query Processing Systems. HILDA@SIGMOD (2017)
Arvind Satyanarayan, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer
Vega-Lite: A Grammar of Interactive Graphics. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Dominik Moritz
Text detection in screen images with a Convolutional Neural Network. J. Open Source Softw. 2 (15) (2017)
Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer
Towards a general-purpose query language for visualization recommendation. HILDA@SIGMOD (2016)
Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer
Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Shrainik Jain, Dominik Moritz, Bill Howe
High variety cloud databases. ICDE Workshops (2016)
Shrainik Jain, Dominik Moritz, Daniel Halperin, Bill Howe, Ed Lazowska
SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment. SIGMOD Conference (2016)
Dominik Moritz, Daniel Halperin, Bill Howe, Jeffrey Heer
Perfopticon: Visual Query Analysis for Distributed Databases. Comput. Graph. Forum 34 (3) (2015)
Sebastian Hahn, Jonas Trümper, Dominik Moritz, Jürgen Döllner
Visualization of Varying Hierarchies by Stable Layout of Voronoi Treemaps. IVAPP (2014)
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
Demonstration of the Myria big data management service. SIGMOD Conference (2014)