Vega-Lite: A Grammar of Interactive Graphics A Satyanarayan, D Moritz, K Wongsuphasawat, J Heer IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis) 2017, 2017 | 923 | 2017 |
The Building Blocks of Interpretability C Olah, A Satyanarayan, I Johnson, S Carter, L Schubert, K Ye, ... Distill 3 (3), e10, 2018 | 829* | 2018 |
Reactive Vega: A Streaming Dataflow Architecture for Declarative Interactive Visualization A Satyanarayan, R Russell, J Hoffswell, J Heer Visualization and Computer Graphics, IEEE Transactions on 22 (1), 659-668, 2016 | 324 | 2016 |
Lyra: An Interactive Visualization Design Environment A Satyanarayan, J Heer Computer Graphics Forum 33 (3), 351-360, 2014 | 280 | 2014 |
Sherlock: A deep learning approach to semantic data type detection M Hulsebos, K Hu, M Bakker, E Zgraggen, A Satyanarayan, T Kraska, ... Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 229 | 2019 |
Altair: Interactive Statistical Visualizations for Python J VanderPlas, BE Granger, J Heer, D Moritz, K Wongsuphasawat, ... The Journal of Open Source Software 3, 1057, 2018 | 222 | 2018 |
Webzeitgeist: design mining the web R Kumar, A Satyanarayan, C Torres, M Lim, S Ahmad, SR Klemmer, ... Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2013 | 179 | 2013 |
Authoring Narrative Visualizations with Ellipsis A Satyanarayan, J Heer Computer Graphics Forum 33 (3), 361-370, 2014 | 178 | 2014 |
Viral Visualizations: How Coronavirus Skeptics Use Orthodox Data Practices to Promote Unorthodox Science Online C Lee, T Yang, GD Inchoco, GM Jones, A Satyanarayan Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems …, 2021 | 171 | 2021 |
Declarative interaction design for data visualization A Satyanarayan, K Wongsuphasawat, J Heer Proceedings of the 27th annual ACM symposium on User interface software and …, 2014 | 136 | 2014 |
Beyond Expertise and Roles: A Framework to Characterize the Stakeholders of Interpretable Machine Learning and their Needs H Suresh, SR Gomez, KK Nam, A Satyanarayan Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems …, 2021 | 114 | 2021 |
Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content A Lundgard, A Satyanarayan IEEE transactions on visualization and computer graphics 28 (1), 1073-1083, 2021 | 101 | 2021 |
VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository K Hu, N Gaikwad, M Hulsebos, M Bakker, E Zgraggen, C Hidalgo, ... | 95 | 2019 |
Critical reflections on visualization authoring systems A Satyanarayan, B Lee, D Ren, J Heer, J Stasko, J Thompson, M Brehmer, ... IEEE transactions on visualization and computer graphics 26 (1), 461-471, 2020 | 88 | 2020 |
Augmenting Code with In Situ Visualizations to Aid Program Understanding J Hoffswell, A Satyanarayan, J Heer Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems …, 2018 | 80 | 2018 |
B2: Bridging Code and Interactive Visualization in Computational Notebooks Y Wu, JM Hellerstein, A Satyanarayan Proceedings of the 33rd Annual ACM Symposium on User Interface Software and …, 2020 | 73 | 2020 |
Sociotechnical Considerations for Accessible Visualization Design A Lundgard, C Lee, A Satyanarayan 2019 IEEE Visualization Conference (VIS), 16-20, 2019 | 69 | 2019 |
Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative A Levy, M Agrawal, A Satyanarayan, D Sontag Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems …, 2021 | 66 | 2021 |
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples A Boggust, B Carter, A Satyanarayan 27th International Conference on Intelligent User Interfaces, 746-766, 2022 | 59 | 2022 |
Rich Screen Reader Experiences for Accessible Data Visualization J Zong, C Lee, A Lundgard, JW Jang, D Hajas, A Satyanarayan Computer Graphics Forum 41 (3), 15-27, 2022 | 48 | 2022 |