1 citations · 1 across the 7 of their papers we have counts for
11 papers
Reflexis: Supporting Reflexivity and Rigor in Collaborative Qualitative Analysis through Design for Deliberation
Runlong Ye, Oliver Huang, Patrick Yung Kang Lee +3
Reflexive Thematic Analysis (RTA) is a critical method for generating deep interpretive insights. Yet its core tenets, including researcher reflexivity, tangible analytical evoluti…
Do MLLMs See What We See? Analyzing Visualization Literacy Barriers in AI Systems
Mengli, Duan, Yuhe +3
Multimodal Large Language Models (MLLMs) are increasingly used to interpret visualizations, yet little is known about why they fail. We present the first systematic analysis of bar…
Narrative Scaffolding: A Narrative-First Framework for Data-Driven Sensemaking
Oliver Huang, Muhammad Fatir, Steven Luo +3
When exploring data, analysts construct narratives about what the data means by asking questions, generating visualizations, reflecting on patterns, and revising their interpretati…
Theory is Shapes
Matthew Varona, Maryam Hedayati, Matthew Kay +1
"Theory figures" are a staple of theoretical visualization research. Common shapes such as Cartesian planes and flowcharts can be used not only to explain conceptual contributions,…
The State of the Art in Visualization Literacy
Matthew Varona, Karen Bonilla, Maryam Hedayati +4
Research in visualization literacy explores the skills required to engage with visualizations. This state-of-the-art report surveys the current literature in visualization literacy…
Toward Supporting Narrative-Driven Data Exploration: Barriers and Design Opportunities
Oliver Huang, Carolina Nobre
Analysts increasingly explore data through evolving, narrative-driven inquiries, moving beyond static dashboards and predefined metrics as their questions deepen and shift. As thes…