Arvind Satyanarayan

According to our database, Arvind Satyanarayan authored at least 61 papers between 2012 and 2025.

Collaborative distances:

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

2025

Charting EDA: Characterizing Interactive Visualization Use in Computational Notebooks with a Mixed-Methods Formalism.

Dylan Wootton, Amy Rae Fox, Evan Peck, Arvind Satyanarayan

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

2024

Heuristics for Supporting Cooperative Dashboard Design.

Vidya Setlur, Michael Correll, Arvind Satyanarayan, Melanie Tory

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

Abstraction Alignment: Comparing Model and Human Conceptual Relationships.

Angie W. Boggust, Hyemin Bang, Hendrik Strobelt, Arvind Satyanarayan

CoRR, 2024

Umwelt: Accessible Structured Editing of Multimodal Data Representations.

Jonathan Zong, Isabella Pedraza Pineros, Mengzhu Katie Chen, Daniel Hajas, Arvind Satyanarayan

CoRR, 2024

Dynamic Abstractions: Building the Next Generation of Cognitive Tools and Interfaces.

Sangho Suh, Hai Dang, Ryan Yen, Josh M. Pollock, Ian Arawjo, Rubaiat Habib Kazi, Hariharan Subramonyam, Jingyi Li, Nazmus Saquib, Arvind Satyanarayan

Proceedings of the Adjunct Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

Intelligence as Agency.

Arvind Satyanarayan

Proceedings of the Adjunct Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

Bluefish: Composing Diagrams with Declarative Relations.

Josh Pollock, Catherine Mei, Grace Huang, Elliot Evans, Daniel Jackson, Arvind Satyanarayan

Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

Umwelt: Accessible Structured Editing of Multi-Modal Data Representations.

Jonathan Zong, Isabella Pedraza Pineros, Mengzhu Katie Chen, Daniel Hajas, Arvind Satyanarayan

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

"Customization is Key": Reconfigurable Textual Tokens for Accessible Data Visualizations.

Shuli Jones, Isabella Pedraza Pineros, Daniel Hajas, Jonathan Zong, Arvind Satyanarayan

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

2023

Animated Vega-Lite: Unifying Animation with a Grammar of Interactive Graphics.

Jonathan Zong, Josh Pollock, Dylan Wootton, Arvind Satyanarayan

IEEE Trans. Vis. Comput. Graph., 2023

Striking a Balance: Reader Takeaways and Preferences when Integrating Text and Charts.

Chase Stokes, Vidya Setlur, Bridget Cogley, Arvind Satyanarayan, Marti A. Hearst

IEEE Trans. Vis. Comput. Graph., 2023

What is a Fair Diffusion Model? Designing Generative Text-To-Image Models to Incorporate Various Worldviews.

Zoe De Simone, Angie W. Boggust, Arvind Satyanarayan, Ashia Wilson

CoRR, 2023

"Customization is Key": Four Characteristics of Textual Affordances for Accessible Data Visualization.

Shuli Jones, Isabella Pedraza Pineros, Daniel Hajas, Jonathan Zong, Arvind Satyanarayan

CoRR, 2023

Bluefish: A Relational Grammar of Graphics.

Josh Pollock, Catherine Mei, Grace Huang, Daniel Jackson, Arvind Satyanarayan

CoRR, 2023

Saliency Cards: A Framework to Characterize and Compare Saliency Methods.

Angie W. Boggust, Harini Suresh, Hendrik Strobelt, John V. Guttag, Arvind Satyanarayan

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Kaleidoscope: Semantically-grounded, context-specific ML model evaluation.

Harini Suresh, Divya Shanmugam, Tiffany Chen, Annie G. Bryan, Alexander D'Amour, John V. Guttag, Arvind Satyanarayan

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

Deimos: A Grammar of Dynamic Embodied Immersive Visualisation Morphs and Transitions.

Benjamin Lee, Arvind Satyanarayan, Maxime Cordeil, Arnaud Prouzeau, Bernhard Jenny, Tim Dwyer

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

VisText: A Benchmark for Semantically Rich Chart Captioning.

Benny J. Tang, Angie W. Boggust, Arvind Satyanarayan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

DIEL: Interactive Visualization Beyond the Here and Now.

Yifan Wu, Remco Chang, Joseph M. Hellerstein, Arvind Satyanarayan, Eugene Wu

IEEE Trans. Vis. Comput. Graph., 2022

Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content.

Alan Lundgard, Arvind Satyanarayan

IEEE Trans. Vis. Comput. Graph., 2022

Increasing Data Equity Through Accessibility.

Frank Elavsky, Jennifer Mankoff, Arvind Satyanarayan

CoRR, 2022

Beyond Faithfulness: A Framework to Characterize and Compare Saliency Methods.

Angie W. Boggust, Harini Suresh, Hendrik Strobelt, John V. Guttag, Arvind Satyanarayan

CoRR, 2022

Rich Screen Reader Experiences for Accessible Data Visualization.

Jonathan Zong, Crystal Lee, Alan Lundgard, JiWoong Jang, Daniel Hajas, Arvind Satyanarayan

Comput. Graph. Forum, 2022

Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs.

Harini Suresh, Kathleen M. Lewis, John V. Guttag, Arvind Satyanarayan

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples.

Angie W. Boggust, Brandon Carter, Arvind Satyanarayan

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

Varv: Reprogrammable Interactive Software as a Declarative Data Structure.

Marcel Borowski, Luke Murray, Rolf Bagge, Janus Bager Kristensen, Arvind Satyanarayan, Clemens Nylandsted Klokmose

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

Shared Interest: Measuring Human-AI Alignment to Identify Recurring Patterns in Model Behavior.

Angie W. Boggust, Benjamin Hoover, Arvind Satyanarayan, Hendrik Strobelt

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

Teaching Humans When to Defer to a Classifier via Exemplars.

Hussein Mozannar, Arvind Satyanarayan, David A. Sontag

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Lyra 2: Designing Interactive Visualizations by Demonstration.

Jonathan Zong, Dhiraj Barnwal, Rupayan Neogy, Arvind Satyanarayan

IEEE Trans. Vis. Comput. Graph., 2021

Teaching Humans When To Defer to a Classifier via Examplars.

Hussein Mozannar, Arvind Satyanarayan, David A. Sontag

CoRR, 2021

Shared Interest: Large-Scale Visual Analysis of Model Behavior by Measuring Human-AI Alignment.

Angie W. Boggust, Benjamin Hoover, Arvind Satyanarayan, Hendrik Strobelt

CoRR, 2021

LMdiff: A Visual Diff Tool to Compare Language Models.

Hendrik Strobelt, Benjamin Hoover, Arvind Satyanarayan, Sebastian Gehrmann

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021

Beyond Expertise and Roles: A Framework to Characterize the Stakeholders of Interpretable Machine Learning and their Needs.

Harini Suresh, Steven R. Gomez, Kevin K. Nam, Arvind Satyanarayan

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

Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative.

Ariel Levy, Monica Agrawal, Arvind Satyanarayan, David A. Sontag

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

Viral Visualizations: How Coronavirus Skeptics Use Orthodox Data Practices to Promote Unorthodox Science Online.

Crystal Lee, Tanya Yang, Gabrielle D. Inchoco, Graham M. Jones, Arvind Satyanarayan

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

2020

Critical Reflections on Visualization Authoring Systems.

Arvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John T. Stasko, John Thompson, Matthew Brehmer, Zhicheng Liu

IEEE Trans. Vis. Comput. Graph., 2020

The Effectiveness of Haptic Properties Under Cognitive Load: An Exploratory Study.

Nava Haghighi, Nathalie Vladis, Yuanbo Liu, Arvind Satyanarayan

CoRR, 2020

VisuaLint: Sketchy In Situ Annotations of Chart Construction Errors.

Aspen K. Hopkins, Michael Correll, Arvind Satyanarayan

Comput. Graph. Forum, 2020

Representing Real-Time Multi-User Collaboration in Visualizations.

Rupayan Neogy, Jonathan Zong, Arvind Satyanarayan

Proceedings of the 31st IEEE Visualization Conference, 2020

B2: Bridging Code and Interactive Visualization in Computational Notebooks.

Yifan Wu, Joseph M. Hellerstein, Arvind Satyanarayan

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

Self-Interfaces: Utilizing Real-Time Biofeedback in the Wild to Elicit Subconscious Behavior Change.

Nava Haghighi, Arvind Satyanarayan

Proceedings of the TEI '20: Fourteenth International Conference on Tangible, 2020

Towards a dynamic multiscale personal information space: beyond application and document centered views of information.

Amy Rae Fox, Philip J. Guo, Clemens Nylandsted Klokmose, Peter Dalsgaard, Arvind Satyanarayan, Haijun Xia, James D. Hollan

Proceedings of the Programming'20: 4th International Conference on the Art, 2020

2019

Sociotechnical Considerations for Accessible Visualization Design.

Alan Lundgard, Crystal Lee, Arvind Satyanarayan

Proceedings of the 30th IEEE Visualization Conference, 2019

Sherlock: A Deep Learning Approach to Semantic Data Type Detection.

Madelon Hulsebos, Kevin Zeng Hu, Michiel A. Bakker, Emanuel Zgraggen, Arvind Satyanarayan, Tim Kraska, Çagatay Demiralp, César A. Hidalgo

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository.

Kevin Zeng Hu, Snehalkumar (Neil) S. Gaikwad, Madelon Hulsebos, Michiel A. Bakker, Emanuel Zgraggen, César A. Hidalgo, Tim Kraska, Guoliang Li, Arvind Satyanarayan, Çagatay Demiralp

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: 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

Augmenting Code with In Situ Visualizations to Aid Program Understanding.

Jane Hoffswell, Arvind Satyanarayan, Jeffrey Heer

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

2017

The reactive vega stack: declarative interaction design for data visualization.

Arvind Satyanarayan

PhD thesis, 2017

Vega-Lite: A Grammar of Interactive Graphics.

Arvind Satyanarayan, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer

IEEE Trans. Vis. Comput. Graph., 2017

2016

Reactive Vega: A Streaming Dataflow Architecture for Declarative Interactive Visualization.

Arvind Satyanarayan, Ryan Russell, Jane Hoffswell, Jeffrey Heer

IEEE Trans. Vis. Comput. Graph., 2016

Visual Debugging Techniques for Reactive Data Visualization.

Jane Hoffswell, Arvind Satyanarayan, Jeffrey Heer

Comput. Graph. Forum, 2016

2015

Debugging Vega through Inspection of the Data Flow Graph.

Jane Hoffswell, Arvind Satyanarayan, Jeffrey Heer

Proceedings of the 3rd EuroVis Workshop on Reproducibility, 2015

2014

Authoring Narrative Visualizations with Ellipsis.

Arvind Satyanarayan, Jeffrey Heer

Comput. Graph. Forum, 2014

Lyra: An Interactive Visualization Design Environment.

Arvind Satyanarayan, Jeffrey Heer

Comput. Graph. Forum, 2014

Declarative interaction design for data visualization.

Arvind Satyanarayan, Kanit Wongsuphasawat, Jeffrey Heer

Proceedings of the 27th Annual ACM Symposium on User Interface Software and Technology, 2014

2013

The CHI 2013 interactive schedule.

Arvind Satyanarayan, Daniel Strazzulla, Clemens Nylandsted Klokmose, Michel Beaudouin-Lafon, Wendy E. Mackay

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Webzeitgeist: design mining the web.

Ranjitha Kumar, Arvind Satyanarayan, César Torres, Maxine Lim, Salman Ahmad, Scott R. Klemmer, Jerry O. Talton

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012

Using overlays to support collaborative interaction with display walls.

Arvind Satyanarayan, Nadir Weibel, James D. Hollan

Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

A platform for large-scale machine learning on web design.

Arvind Satyanarayan, Maxine Lim, Scott R. Klemmer

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012