Arvind Satyanarayan

Orcid: 0000-0001-5564-635X

Affiliations:
  • MIT CSAIL, USA


According to our database1, Arvind Satyanarayan authored at least 61 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Heuristics for Supporting Cooperative Dashboard Design.
IEEE Trans. Vis. Comput. Graph., January, 2024

Charting EDA: Characterizing Interactive Visualization Use in Computational Notebooks with a Mixed-Methods Formalism.
CoRR, 2024

Abstraction Alignment: Comparing Model and Human Conceptual Relationships.
CoRR, 2024

Umwelt: Accessible Structured Editing of Multimodal Data Representations.
CoRR, 2024

Dynamic Abstractions: Building the Next Generation of Cognitive Tools and Interfaces.
Proceedings of the Adjunct Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

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

Bluefish: Composing Diagrams with Declarative Relations.
Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

Umwelt: Accessible Structured Editing of Multi-Modal Data Representations.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

"Customization is Key": Reconfigurable Textual Tokens for Accessible Data Visualizations.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023
Animated Vega-Lite: Unifying Animation with a Grammar of Interactive Graphics.
IEEE Trans. Vis. Comput. Graph., 2023

Striking a Balance: Reader Takeaways and Preferences when Integrating Text and Charts.
IEEE Trans. Vis. Comput. Graph., 2023

What is a Fair Diffusion Model? Designing Generative Text-To-Image Models to Incorporate Various Worldviews.
CoRR, 2023

"Customization is Key": Four Characteristics of Textual Affordances for Accessible Data Visualization.
CoRR, 2023

Bluefish: A Relational Grammar of Graphics.
CoRR, 2023

Saliency Cards: A Framework to Characterize and Compare Saliency Methods.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Kaleidoscope: Semantically-grounded, context-specific ML model evaluation.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Deimos: A Grammar of Dynamic Embodied Immersive Visualisation Morphs and Transitions.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

VisText: A Benchmark for Semantically Rich Chart Captioning.
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.
IEEE Trans. Vis. Comput. Graph., 2022

Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content.
IEEE Trans. Vis. Comput. Graph., 2022

Increasing Data Equity Through Accessibility.
CoRR, 2022

Beyond Faithfulness: A Framework to Characterize and Compare Saliency Methods.
CoRR, 2022

Rich Screen Reader Experiences for Accessible Data Visualization.
Comput. Graph. Forum, 2022

Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs.
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.
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.
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.
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.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Lyra 2: Designing Interactive Visualizations by Demonstration.
IEEE Trans. Vis. Comput. Graph., 2021

Teaching Humans When To Defer to a Classifier via Examplars.
CoRR, 2021

Shared Interest: Large-Scale Visual Analysis of Model Behavior by Measuring Human-AI Alignment.
CoRR, 2021

LMdiff: A Visual Diff Tool to Compare Language Models.
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.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Special Interest Group on Visualization Grammars.
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.
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.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
Critical Reflections on Visualization Authoring Systems.
IEEE Trans. Vis. Comput. Graph., 2020

The Effectiveness of Haptic Properties Under Cognitive Load: An Exploratory Study.
CoRR, 2020

VisuaLint: Sketchy In Situ Annotations of Chart Construction Errors.
Comput. Graph. Forum, 2020

Representing Real-Time Multi-User Collaboration in Visualizations.
Proceedings of the 31st IEEE Visualization Conference, 2020

B2: Bridging Code and Interactive Visualization in Computational Notebooks.
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.
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.
Proceedings of the Programming'20: 4th International Conference on the Art, 2020

2019
Sociotechnical Considerations for Accessible Visualization Design.
Proceedings of the 30th IEEE Visualization Conference, 2019

Sherlock: A Deep Learning Approach to Semantic Data Type Detection.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
Altair: Declarative statistical visualization library for Python.
Dataset, November, 2018

Altair: Interactive Statistical Visualizations for Python.
J. Open Source Softw., 2018

Augmenting Code with In Situ Visualizations to Aid Program Understanding.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
The reactive vega stack: declarative interaction design for data visualization.
PhD thesis, 2017

Vega-Lite: A Grammar of Interactive Graphics.
IEEE Trans. Vis. Comput. Graph., 2017

2016
Reactive Vega: A Streaming Dataflow Architecture for Declarative Interactive Visualization.
IEEE Trans. Vis. Comput. Graph., 2016

Visual Debugging Techniques for Reactive Data Visualization.
Comput. Graph. Forum, 2016

2015
Debugging Vega through Inspection of the Data Flow Graph.
Proceedings of the 3rd EuroVis Workshop on Reproducibility, 2015

2014
Authoring Narrative Visualizations with Ellipsis.
Comput. Graph. Forum, 2014

Lyra: An Interactive Visualization Design Environment.
Comput. Graph. Forum, 2014

Declarative interaction design for data visualization.
Proceedings of the 27th Annual ACM Symposium on User Interface Software and Technology, 2014

2013
The CHI 2013 interactive schedule.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Webzeitgeist: design mining the web.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012
Using overlays to support collaborative interaction with display walls.
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

A platform for large-scale machine learning on web design.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012


  Loading...