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Arvind Satyanarayan
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- affiliation: MIT CSAIL, USA
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Books and Theses
- 2017
- [b1]Arvind Satyanarayan:
The reactive vega stack: declarative interaction design for data visualization. Stanford University, USA, 2017
Journal Articles
- 2024
- [j15]Vidya Setlur
, Michael Correll
, Arvind Satyanarayan
, Melanie Tory
:
Heuristics for Supporting Cooperative Dashboard Design. IEEE Trans. Vis. Comput. Graph. 30(1): 370-380 (2024) - 2023
- [j14]Jonathan Zong
, Josh Pollock, Dylan Wootton, Arvind Satyanarayan
:
Animated Vega-Lite: Unifying Animation with a Grammar of Interactive Graphics. IEEE Trans. Vis. Comput. Graph. 29(1): 149-159 (2023) - [j13]Chase Stokes
, Vidya Setlur, Bridget Cogley
, Arvind Satyanarayan
, Marti A. Hearst:
Striking a Balance: Reader Takeaways and Preferences when Integrating Text and Charts. IEEE Trans. Vis. Comput. Graph. 29(1): 1233-1243 (2023) - 2022
- [j12]Jonathan Zong
, Crystal Lee
, Alan Lundgard
, JiWoong Jang
, Daniel Hajas
, Arvind Satyanarayan
:
Rich Screen Reader Experiences for Accessible Data Visualization. Comput. Graph. Forum 41(3): 15-27 (2022) - [j11]Yifan Wu, Remco Chang, Joseph M. Hellerstein, Arvind Satyanarayan, Eugene Wu:
DIEL: Interactive Visualization Beyond the Here and Now. IEEE Trans. Vis. Comput. Graph. 28(1): 737-746 (2022) - [j10]Alan Lundgard, Arvind Satyanarayan:
Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content. IEEE Trans. Vis. Comput. Graph. 28(1): 1073-1083 (2022) - 2021
- [j9]Jonathan Zong
, Dhiraj Barnwal, Rupayan Neogy, Arvind Satyanarayan:
Lyra 2: Designing Interactive Visualizations by Demonstration. IEEE Trans. Vis. Comput. Graph. 27(2): 304-314 (2021) - 2020
- [j8]Aspen K. Hopkins
, Michael Correll
, Arvind Satyanarayan
:
VisuaLint: Sketchy In Situ Annotations of Chart Construction Errors. Comput. Graph. Forum 39(3): 219-228 (2020) - [j7]Arvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John T. Stasko, John Thompson, Matthew Brehmer, Zhicheng Liu:
Critical Reflections on Visualization Authoring Systems. IEEE Trans. Vis. Comput. Graph. 26(1): 461-471 (2020) - 2018
- [j6]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): 1057 (2018) - 2017
- [j5]Arvind Satyanarayan, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer:
Vega-Lite: A Grammar of Interactive Graphics. IEEE Trans. Vis. Comput. Graph. 23(1): 341-350 (2017) - 2016
- [j4]Jane Hoffswell
, Arvind Satyanarayan, Jeffrey Heer:
Visual Debugging Techniques for Reactive Data Visualization. Comput. Graph. Forum 35(3): 271-280 (2016) - [j3]Arvind Satyanarayan, Ryan Russell, Jane Hoffswell
, Jeffrey Heer:
Reactive Vega: A Streaming Dataflow Architecture for Declarative Interactive Visualization. IEEE Trans. Vis. Comput. Graph. 22(1): 659-668 (2016) - 2014
- [j2]Arvind Satyanarayan, Jeffrey Heer:
Lyra: An Interactive Visualization Design Environment. Comput. Graph. Forum 33(3): 351-360 (2014) - [j1]Arvind Satyanarayan, Jeffrey Heer:
Authoring Narrative Visualizations with Ellipsis. Comput. Graph. Forum 33(3): 361-370 (2014)
Conference and Workshop Papers
- 2024
- [c30]Jonathan Zong
, Isabella Pedraza Pineros
, Mengzhu Katie Chen
, Daniel Hajas
, Arvind Satyanarayan
:
Umwelt: Accessible Structured Editing of Multi-Modal Data Representations. CHI 2024: 46:1-46:20 - [c29]Shuli Jones
, Isabella Pedraza Pineros
, Daniel Hajas
, Jonathan Zong
, Arvind Satyanarayan
:
"Customization is Key": Reconfigurable Textual Tokens for Accessible Data Visualizations. CHI 2024: 47:1-47:14 - 2023
- [c28]Benny J. Tang, Angie W. Boggust, Arvind Satyanarayan:
VisText: A Benchmark for Semantically Rich Chart Captioning. ACL (1) 2023: 7268-7298 - [c27]Harini Suresh
, Divya Shanmugam
, Tiffany Chen
, Annie G. Bryan
, Alexander D'Amour
, John V. Guttag
, Arvind Satyanarayan
:
Kaleidoscope: Semantically-grounded, context-specific ML model evaluation. CHI 2023: 775:1-775:13 - [c26]Benjamin Lee
, Arvind Satyanarayan
, Maxime Cordeil
, Arnaud Prouzeau
, Bernhard Jenny
, Tim Dwyer
:
Deimos: A Grammar of Dynamic Embodied Immersive Visualisation Morphs and Transitions. CHI 2023: 810:1-810:18 - [c25]Angie W. Boggust
, Harini Suresh
, Hendrik Strobelt
, John V. Guttag
, Arvind Satyanarayan
:
Saliency Cards: A Framework to Characterize and Compare Saliency Methods. FAccT 2023: 285-296 - 2022
- [c24]Hussein Mozannar, Arvind Satyanarayan, David A. Sontag:
Teaching Humans When to Defer to a Classifier via Exemplars. AAAI 2022: 5323-5331 - [c23]Angie W. Boggust
, Benjamin Hoover
, Arvind Satyanarayan, Hendrik Strobelt:
Shared Interest: Measuring Human-AI Alignment to Identify Recurring Patterns in Model Behavior. CHI 2022: 10:1-10:17 - [c22]Marcel Borowski, Luke Murray, Rolf Bagge, Janus Bager Kristensen, Arvind Satyanarayan, Clemens Nylandsted Klokmose:
Varv: Reprogrammable Interactive Software as a Declarative Data Structure. CHI 2022: 492:1-492:20 - [c21]Angie W. Boggust
, Brandon Carter, Arvind Satyanarayan:
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples. IUI 2022: 746-766 - [c20]Harini Suresh, Kathleen M. Lewis, John V. Guttag, Arvind Satyanarayan:
Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs. IUI 2022: 767-781 - 2021
- [c19]Ariel Levy, Monica Agrawal, Arvind Satyanarayan
, David A. Sontag:
Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative. CHI 2021: 72:1-72:13 - [c18]Harini Suresh, Steven R. Gomez, Kevin K. Nam, Arvind Satyanarayan
:
Beyond Expertise and Roles: A Framework to Characterize the Stakeholders of Interpretable Machine Learning and their Needs. CHI 2021: 74:1-74:16 - [c17]Xiaoying Pu, Matthew Kay
, Steven Mark Drucker, Jeffrey Heer, Dominik Moritz, Arvind Satyanarayan
:
Special Interest Group on Visualization Grammars. CHI Extended Abstracts 2021: 162:1-162:3 - [c16]Crystal Lee
, Tanya Yang, Gabrielle D. Inchoco, Graham M. Jones, Arvind Satyanarayan
:
Viral Visualizations: How Coronavirus Skeptics Use Orthodox Data Practices to Promote Unorthodox Science Online. CHI 2021: 607:1-607:18 - [c15]Hendrik Strobelt, Benjamin Hoover
, Arvind Satyanarayan, Sebastian Gehrmann:
LMdiff: A Visual Diff Tool to Compare Language Models. EMNLP (Demos) 2021: 96-105 - 2020
- [c14]Amy Rae Fox, Philip J. Guo, Clemens Nylandsted Klokmose, Peter Dalsgaard
, Arvind Satyanarayan
, Haijun Xia, James D. Hollan:
Towards a dynamic multiscale personal information space: beyond application and document centered views of information. Programming 2020: 136-143 - [c13]Nava Haghighi, Arvind Satyanarayan
:
Self-Interfaces: Utilizing Real-Time Biofeedback in the Wild to Elicit Subconscious Behavior Change. TEI 2020: 503-509 - [c12]Yifan Wu, Joseph M. Hellerstein, Arvind Satyanarayan
:
B2: Bridging Code and Interactive Visualization in Computational Notebooks. UIST 2020: 152-165 - [c11]Rupayan Neogy, Jonathan Zong, Arvind Satyanarayan
:
Representing Real-Time Multi-User Collaboration in Visualizations. IEEE VIS (Short Papers) 2020: 146-150 - 2019
- [c10]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:
VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository. CHI 2019: 662 - [c9]Madelon Hulsebos, Kevin Zeng Hu, Michiel A. Bakker, Emanuel Zgraggen, Arvind Satyanarayan
, Tim Kraska, Çagatay Demiralp, César A. Hidalgo
:
Sherlock: A Deep Learning Approach to Semantic Data Type Detection. KDD 2019: 1500-1508 - [c8]Alan Lundgard, Crystal Lee
, Arvind Satyanarayan
:
Sociotechnical Considerations for Accessible Visualization Design. IEEE VIS (Short Papers) 2019: 16-20 - 2018
- [c7]Jane Hoffswell
, Arvind Satyanarayan, Jeffrey Heer:
Augmenting Code with In Situ Visualizations to Aid Program Understanding. CHI 2018: 532 - 2015
- [c6]Jane Hoffswell, Arvind Satyanarayan, Jeffrey Heer:
Debugging Vega through Inspection of the Data Flow Graph. EuroRV³@EuroVis 2015: 15-17 - 2014
- [c5]Arvind Satyanarayan, Kanit Wongsuphasawat, Jeffrey Heer:
Declarative interaction design for data visualization. UIST 2014: 669-678 - 2013
- [c4]Arvind Satyanarayan, Daniel Strazzulla, Clemens Nylandsted Klokmose, Michel Beaudouin-Lafon
, Wendy E. Mackay:
The CHI 2013 interactive schedule. CHI Extended Abstracts 2013: 2987-2990 - [c3]Ranjitha Kumar, Arvind Satyanarayan, César Torres, Maxine Lim, Salman Ahmad, Scott R. Klemmer, Jerry O. Talton:
Webzeitgeist: design mining the web. CHI 2013: 3083-3092 - 2012
- [c2]Arvind Satyanarayan, Maxine Lim, Scott R. Klemmer:
A platform for large-scale machine learning on web design. CHI Extended Abstracts 2012: 1697-1702 - [c1]Arvind Satyanarayan, Nadir Weibel
, James D. Hollan:
Using overlays to support collaborative interaction with display walls. IUI 2012: 105-108
Informal and Other Publications
- 2024
- [i28]Jonathan Zong, Isabella Pedraza Pineros, Mengzhu Katie Chen, Daniel Hajas, Arvind Satyanarayan:
Umwelt: Accessible Structured Editing of Multimodal Data Representations. CoRR abs/2403.00106 (2024) - 2023
- [i27]Benjamin Lee, Arvind Satyanarayan, Maxime Cordeil, Arnaud Prouzeau, Bernhard Jenny, Tim Dwyer:
Deimos: A Grammar of Dynamic Embodied Immersive Visualisation Morphs and Transitions. CoRR abs/2302.13655 (2023) - [i26]Josh Pollock, Catherine Mei, Grace Huang, Daniel Jackson, Arvind Satyanarayan:
Bluefish: A Relational Grammar of Graphics. CoRR abs/2307.00146 (2023) - [i25]Benny J. Tang, Angie W. Boggust, Arvind Satyanarayan:
VisText: A Benchmark for Semantically Rich Chart Captioning. CoRR abs/2307.05356 (2023) - [i24]Shuli Jones, Isabella Pedraza Pineros, Daniel Hajas, Jonathan Zong, Arvind Satyanarayan:
"Customization is Key": Four Characteristics of Textual Affordances for Accessible Data Visualization. CoRR abs/2307.08773 (2023) - [i23]Vidya Setlur, Michael Correll, Arvind Satyanarayan, Melanie Tory:
Heuristics for Supporting Cooperative Dashboard Design. CoRR abs/2308.04514 (2023) - [i22]Zoe De Simone, Angie W. Boggust, Arvind Satyanarayan, Ashia Wilson:
What is a Fair Diffusion Model? Designing Generative Text-To-Image Models to Incorporate Various Worldviews. CoRR abs/2309.09944 (2023) - 2022
- [i21]Jonathan Zong, Crystal Lee, Alan Lundgard, JiWoong Jang, Daniel Hajas, Arvind Satyanarayan:
Rich Screen Reader Experiences for Accessible Data Visualization. CoRR abs/2205.04917 (2022) - [i20]Angie W. Boggust, Harini Suresh, Hendrik Strobelt, John V. Guttag, Arvind Satyanarayan:
Beyond Faithfulness: A Framework to Characterize and Compare Saliency Methods. CoRR abs/2206.02958 (2022) - [i19]Chase Stokes, Vidya Setlur, Bridget Cogley, Arvind Satyanarayan, Marti A. Hearst:
Striking a Balance: Reader Takeaways and Preferences when Integrating Text and Charts. CoRR abs/2208.01780 (2022) - [i18]Jonathan Zong, Josh Pollock, Dylan Wootton, Arvind Satyanarayan:
Animated Vega-Lite: Unifying Animation with a Grammar of Interactive Graphics. CoRR abs/2208.03869 (2022) - [i17]Frank Elavsky, Jennifer Mankoff, Arvind Satyanarayan:
Increasing Data Equity Through Accessibility. CoRR abs/2210.01902 (2022) - 2021
- [i16]Crystal Lee
, Tanya Yang, Gabrielle Inchoco, Graham M. Jones, Arvind Satyanarayan:
Viral Visualizations: How Coronavirus Skeptics Use Orthodox Data Practices to Promote Unorthodox Science Online. CoRR abs/2101.07993 (2021) - [i15]Harini Suresh, Steven R. Gomez, Kevin K. Nam, Arvind Satyanarayan:
Beyond Expertise and Roles: A Framework to Characterize the Stakeholders of Interpretable Machine Learning and their Needs. CoRR abs/2101.09824 (2021) - [i14]Harini Suresh, Kathleen M. Lewis, John V. Guttag, Arvind Satyanarayan:
Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs. CoRR abs/2102.08540 (2021) - [i13]Ariel Levy, Monica Agrawal, Arvind Satyanarayan, David A. Sontag:
Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative. CoRR abs/2103.04725 (2021) - [i12]Angie W. Boggust, Benjamin Hoover, Arvind Satyanarayan, Hendrik Strobelt:
Shared Interest: Large-Scale Visual Analysis of Model Behavior by Measuring Human-AI Alignment. CoRR abs/2107.09234 (2021) - [i11]Alan Lundgard, Arvind Satyanarayan:
Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content. CoRR abs/2110.04406 (2021) - [i10]Hendrik Strobelt, Benjamin Hoover, Arvind Satyanarayan, Sebastian Gehrmann:
LMdiff: A Visual Diff Tool to Compare Language Models. CoRR abs/2111.01582 (2021) - [i9]Hussein Mozannar, Arvind Satyanarayan, David A. Sontag:
Teaching Humans When To Defer to a Classifier via Examplars. CoRR abs/2111.11297 (2021) - 2020
- [i8]Nava Haghighi, Nathalie Vladis, Yuanbo Liu, Arvind Satyanarayan:
The Effectiveness of Haptic Properties Under Cognitive Load: An Exploratory Study. CoRR abs/2006.00372 (2020) - [i7]Jonathan Zong, Dhiraj Barnwal, Rupayan Neogy, Arvind Satyanarayan:
Lyra 2: Designing Interactive Visualizations by Demonstration. CoRR abs/2008.09576 (2020) - [i6]Rupayan Neogy, Jonathan Zong, Arvind Satyanarayan:
Representing Real-Time Multi-User Collaboration in Visualizations. CoRR abs/2009.02587 (2020) - 2019
- [i5]Kevin Zeng Hu, Snehalkumar (Neil) S. Gaikwad, Michiel A. Bakker, Madelon Hulsebos, Emanuel Zgraggen, César A. Hidalgo, Tim Kraska, Guoliang Li, Arvind Satyanarayan, Çagatay Demiralp:
VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository. CoRR abs/1905.04616 (2019) - [i4]Madelon Hulsebos, Kevin Zeng Hu, Michiel A. Bakker, Emanuel Zgraggen, Arvind Satyanarayan, Tim Kraska, Çagatay Demiralp, César A. Hidalgo:
Sherlock: A Deep Learning Approach to Semantic Data Type Detection. CoRR abs/1905.10688 (2019) - [i3]Arvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John T. Stasko, John Thompson, Matthew Brehmer, Zhicheng Liu:
Critical Reflections on Visualization Authoring Systems. CoRR abs/1907.13568 (2019) - [i2]Alan Lundgard, Crystal Lee, Arvind Satyanarayan:
Sociotechnical Considerations for Accessible Visualization Design. CoRR abs/1909.05118 (2019) - [i1]Angie W. Boggust, Brandon Carter, Arvind Satyanarayan:
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples. CoRR abs/1912.04853 (2019)
Coauthor Index
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