Steven M. Drucker

Microsoft (United States) — United States

Computer Science · Physical Sciences

49h-index9.3kcitations158works5.02yr avg
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Research Topics

Data Visualization and Analytics(53), Video Analysis and Summarization(25), Multimedia Communication and Technology(25), Advanced Image and Video Retrieval Techniques(17), Scientific Computing and Data Management(15)

Publications158 total

Challenges & Opportunities with LLM-Assisted Visualization Retargeting
2025
Challenges & Opportunities with LLM-Assisted Visualization Retargeting
arXiv (Cornell University)·2025Open Access
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
2025· 5 citedOpen Access
Data Analysis in the Era of Generative AI
arXiv (Cornell University)·2024· 4 citedOpen Access
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
arXiv (Cornell University)·2024· 2 citedOpen Access
How Do Analysts Understand and Verify AI-Assisted Data Analyses?
2024· 19 citedOpen Access
How Do Analysts Understand and Verify AI-Assisted Data Analyses?
arXiv (Cornell University)·2023· 1 citedOpen Access
Interactive Digital Photomontage
ACM eBooks·2023· 9 cited
On the Design of AI-powered Code Assistants for Notebooks
2023· 74 cited
On the Design of AI-powered Code Assistants for Notebooks
arXiv (Cornell University)·2023· 1 citedOpen Access
What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
ACM Transactions on Computer-Human Interaction·2022· 36 citedOpen Access
Composites: A Tangible Interaction Paradigm for Visual Data Analysis in Design Practice
2022· 2 cited
Strategies for reuse and sharing among data scientists in software teams
2022· 13 citedOpen Access
Strategies for Reuse and Sharing among Data Scientists in Software Teams
2022· 7 citedOpen Access
CHI Conference on Human Factors in Computing Systems
2022· 306 cited
Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis
CHI Conference on Human Factors in Computing Systems·2022· 29 cited
VIS 2021 Area Curation Committee
IEEE Transactions on Visualization and Computer Graphics·2021Open Access
VIS 2021 Area Curation Committee
2021Open Access
How Teams Communicate about the Quality of ML Models: A Case Study at an International Technology Company
Proceedings of the ACM on Human-Computer Interaction·2021· 10 citedOpen Access
Special Interest Group on Visualization Grammars
2021· 11 cited
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Frequent Co-authors

Danyel Fisher(10), Robert DeLine(7), Bongshin Lee(5), m.c. schraefel(5), Curtis Wong(4), Ryen W. White(4), Mira Dontcheva(3), Maneesh Agrawala(3), David Salesin(3), Michael Cohen(3), Nathalie Henry Riche(3), Lonnie K. Zeltzer(3), Titus Barik(3), Aseem Agarwala(2), Alex Colburn(2), Brian Curless(2), Jim Gemmell(2), Roger Lueder(2), Mary Czerwinski(2), Saleema Amershi(2)