A platform for large-scale machine learning on web design. - Arvind Satyanarayan; Maxine Lim; Scott R. Klemmer (CHI Extended Abstracts, 2012)

Using overlays to support collaborative interaction with display walls. - Arvind Satyanarayan; Nadir Weibel; James D. Hollan (IUI, 2012)

Webzeitgeist: design mining the web. - Ranjitha Kumar; Arvind Satyanarayan; César Torres 001; Maxine Lim; Salman Ahmad; Scott R. Klemmer; Jerry O. Talton (CHI, 2013)

The CHI 2013 interactive schedule. - Arvind Satyanarayan; Daniel Strazzulla; Clemens Nylandsted Klokmose; Michel Beaudouin-Lafon; Wendy E. Mackay (CHI Extended Abstracts, 2013)

Declarative interaction design for data visualization. - Arvind Satyanarayan; Kanit Wongsuphasawat; Jeffrey Heer (UIST, 2014)

Lyra: An Interactive Visualization Design Environment. - Arvind Satyanarayan; Jeffrey Heer (Comput. Graph. Forum, 2014)

Authoring Narrative Visualizations with Ellipsis. - Arvind Satyanarayan; Jeffrey Heer (Comput. Graph. Forum, 2014)

Debugging Vega through Inspection of the Data Flow Graph. - Jane Hoffswell; Arvind Satyanarayan; Jeffrey Heer (EuroRV³@EuroVis, 2015)

Visual Debugging Techniques for Reactive Data Visualization. - Jane Hoffswell; Arvind Satyanarayan; Jeffrey Heer (Comput. Graph. Forum, 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)

Vega-Lite: A Grammar of Interactive Graphics. - Arvind Satyanarayan; Dominik Moritz; Kanit Wongsuphasawat; Jeffrey Heer (IEEE Trans. Vis. Comput. Graph., 2017)

The reactive vega stack: declarative interaction design for data visualization. - Arvind Satyanarayan (2017)

Augmenting Code with In Situ Visualizations to Aid Program Understanding. - Jane Hoffswell; Arvind Satyanarayan; Jeffrey Heer (CHI, 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)

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 (Zenodo, 2018)

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 001; Tim Kraska; Guoliang Li 001; Arvind Satyanarayan; Çagatay Demiralp (CHI, 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 001 (KDD, 2019)

Sociotechnical Considerations for Accessible Visualization Design. - Alan Lundgard; Crystal Lee; Arvind Satyanarayan (IEEE VIS (Short Papers), 2019)

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 (Programming, 2020)

Self-Interfaces: Utilizing Real-Time Biofeedback in the Wild to Elicit Subconscious Behavior Change. - Nava Haghighi; Arvind Satyanarayan (TEI, 2020)

B2: Bridging Code and Interactive Visualization in Computational Notebooks. - Yifan Wu; Joseph M. Hellerstein; Arvind Satyanarayan (UIST, 2020)

Representing Real-Time Multi-User Collaboration in Visualizations. - Rupayan Neogy; Jonathan Zong; Arvind Satyanarayan (IEEE VIS (Short Papers), 2020)

VisuaLint: Sketchy In Situ Annotations of Chart Construction Errors. - Aspen K. Hopkins; Michael Correll; Arvind Satyanarayan (Comput. Graph. Forum, 2020)

The Effectiveness of Haptic Properties Under Cognitive Load: An Exploratory Study. - Nava Haghighi; Nathalie Vladis; Yuanbo Liu; Arvind Satyanarayan (CoRR, 2020)

Critical Reflections on Visualization Authoring Systems. - Arvind Satyanarayan; Bongshin Lee; Donghao Ren; Jeffrey Heer; John T. Stasko; John Thompson 002; Matthew Brehmer; Zhicheng Liu 001 (IEEE Trans. Vis. Comput. Graph., 2020)

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 (CHI, 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 (CHI, 2021)

Special Interest Group on Visualization Grammars. - Xiaoying Pu; Matthew Kay 001; Steven Mark Drucker; Jeffrey Heer; Dominik Moritz; Arvind Satyanarayan (CHI Extended Abstracts, 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 (CHI, 2021)

LMdiff: A Visual Diff Tool to Compare Language Models. - Hendrik Strobelt; Benjamin Hoover; Arvind Satyanarayan; Sebastian Gehrmann (EMNLP (Demos), 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)

Teaching Humans When To Defer to a Classifier via Examplars. - Hussein Mozannar; Arvind Satyanarayan; David A. Sontag (CoRR, 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 Exemplars. - Hussein Mozannar; Arvind Satyanarayan; David A. Sontag (AAAI, 2022)

Shared Interest: Measuring Human-AI Alignment to Identify Recurring Patterns in Model Behavior. - Angie W. Boggust; Benjamin Hoover; Arvind Satyanarayan; Hendrik Strobelt (CHI, 2022)

Varv: Reprogrammable Interactive Software as a Declarative Data Structure. - Marcel Borowski; Luke Murray; Rolf Bagge; Janus Bager Kristensen; Arvind Satyanarayan; Clemens Nylandsted Klokmose (CHI, 2022)

Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples. - Angie W. Boggust; Brandon Carter 001; Arvind Satyanarayan (IUI, 2022)

Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs. - Harini Suresh; Kathleen M. Lewis; John V. Guttag; Arvind Satyanarayan (IUI, 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)

Beyond Faithfulness: A Framework to Characterize and Compare Saliency Methods. - Angie W. Boggust; Harini Suresh; Hendrik Strobelt; John V. Guttag; Arvind Satyanarayan (CoRR, 2022)

Increasing Data Equity Through Accessibility. - Frank Elavsky; Jennifer Mankoff; Arvind Satyanarayan (CoRR, 2022)

Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content. - Alan Lundgard; Arvind Satyanarayan (IEEE Trans. Vis. Comput. Graph., 2022)

DIEL: Interactive Visualization Beyond the Here and Now. - Yifan Wu; Remco Chang; Joseph M. Hellerstein; Arvind Satyanarayan; Eugene Wu 002 (IEEE Trans. Vis. Comput. Graph., 2022)

VisText: A Benchmark for Semantically Rich Chart Captioning. - Benny J. Tang; Angie W. Boggust; Arvind Satyanarayan (ACL (1), 2023)

Deimos: A Grammar of Dynamic Embodied Immersive Visualisation Morphs and Transitions. - Benjamin Lee; Arvind Satyanarayan; Maxime Cordeil; Arnaud Prouzeau; Bernhard Jenny; Tim Dwyer (CHI, 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 (CHI, 2023)

Saliency Cards: A Framework to Characterize and Compare Saliency Methods. - Angie W. Boggust; Harini Suresh; Hendrik Strobelt; John V. Guttag; Arvind Satyanarayan (FAccT, 2023)

Bluefish: A Relational Grammar of Graphics. - Josh Pollock; Catherine Mei; Grace Huang; Daniel Jackson 001; Arvind Satyanarayan (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)

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)

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)

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)

"Customization is Key": Reconfigurable Textual Tokens for Accessible Data Visualizations. - Shuli Jones; Isabella Pedraza Pineros; Daniel Hajas; Jonathan Zong; Arvind Satyanarayan (CHI, 2024)

Umwelt: Accessible Structured Editing of Multi-Modal Data Representations. - Jonathan Zong; Isabella Pedraza Pineros; Mengzhu Katie Chen; Daniel Hajas; Arvind Satyanarayan (CHI, 2024)

Explanation Alignment: Quantifying the Correctness of Model Reasoning at Scale. - Hyemin Bang; Angie W. Boggust; Arvind Satyanarayan (ECCV Workshops (21), 2024)

Bluefish: Composing Diagrams with Declarative Relations. - Josh Pollock; Catherine Mei; Grace Huang; Elliot Evans; Daniel Jackson 001; Arvind Satyanarayan (UIST, 2024)

Intelligence as Agency. - Arvind Satyanarayan (UIST (Adjunct Volume), 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 (UIST (Adjunct Volume), 2024)

Umwelt: Accessible Structured Editing of Multimodal Data Representations. - Jonathan Zong; Isabella Pedraza Pineros; Mengzhu Katie Chen; Daniel Hajas; Arvind Satyanarayan (CoRR, 2024)

Abstraction Alignment: Comparing Model and Human Conceptual Relationships. - Angie W. Boggust; Hyemin Bang; Hendrik Strobelt; Arvind Satyanarayan (CoRR, 2024)

Toward Cultural Interpretability: A Linguistic Anthropological Framework for Describing and Evaluating Large Language Models (LLMs). - Graham M. Jones; Shai Satran; Arvind Satyanarayan (CoRR, 2024)

Heuristics for Supporting Cooperative Dashboard Design. - Vidya Setlur; Michael Correll; Arvind Satyanarayan; Melanie Tory (IEEE Trans. Vis. Comput. Graph., 2024)

Abstraction Alignment: Comparing Model-Learned and Human-Encoded Conceptual Relationships. - Angie W. Boggust; Hyemin Bang; Hendrik Strobelt; Arvind Satyanarayan (CHI, 2025)

Tactile Vega-Lite: Rapidly Prototyping Tactile Charts with Smart Defaults. - Mengzhu Katie Chen; Isabella Pedraza Pineros; Arvind Satyanarayan; Jonathan Zong (CHI, 2025)

Pluto: Authoring Semantically Aligned Text and Charts for Data-Driven Communication. - Arjun Srinivasan; Vidya Setlur; Arvind Satyanarayan (IUI, 2025)

Toward cultural interpretability: A linguistic anthropological framework for describing and evaluating large language models. - Graham M. Jones; Shai Satran; Arvind Satyanarayan (Big Data Soc., 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., 2025)

Semantic Scaffolding: Augmenting Textual Structures with Domain-Specific Groupings for Accessible Data Exploration. - Jonathan Zong; Isabella Pedraza Pineros; Mengzhu Katie Chen; Daniel Hajas; Arvind Satyanarayan (CoRR, 2025)

Visualization Vibes: The Socio-Indexical Function of Visualization Design. - Michelle Morgenstern; Amy Rae Fox; Graham M. Jones; Arvind Satyanarayan (CoRR, 2025)

Quantifying Visualization Vibes: Measuring Socio-Indexicality at Scale. - Amy Rae Fox; Michelle Morgenstern; Graham M. Jones; Arvind Satyanarayan (CoRR, 2025)