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20242026
most citedDo LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation

3 citations · 5 across the 5 of their papers we have counts for

collaborators

5 papers

cs.PF2026

LLMs have Visualization Literacy: Now What? Experiments Exploring LLM Visualization Evaluation Capabilities

Christian Seto, Jacqueline Nguyen, Jiayi Hong +1

As Large Language Models (LLMs) become more popular within the visualization community, researchers increasingly leverage them for diverse visualization tasks such as design guidel…

cs.DL2026

Review and Analysis of Scientific Paper Embellishments

Jiayi Hong, Yixuan Wang, Petra Isenberg +1

We present a review and analysis of scientific paper embellishments -- simple visual elements that are deeply integrated into the text of scientific publications. These embellishme…

cs.HC2025★ 1 cited

FEWSim: A Visual Analytic Framework for Exploring the Nexus of Food-Energy-Water Simulations

Fan Lei, David A. Sampson, Jiayi Hong +5

The interdependencies of food, energy, and water (FEW) systems create a nexus opportunity to explore the strengths and vulnerabilities of individual and cross-sector interactions w…

cs.PF2025★ 3 cited

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation

Jiayi Hong, Christian Seto, Arlen Fan +1

In this paper, we assess the visualization literacy of two prominent Large Language Models (LLMs): OpenAI's Generative Pretrained Transformers (GPT), the backend of ChatGPT, and Go…

cs.HC2024★ 1 cited

Capturing Cancer as Music: Cancer Mechanisms Expressed through Musification

Rostyslav Hnatyshyn, Jiayi Hong, Ross Maciejewski +2

The development of cancer is difficult to express on a simple and intuitive level due to its complexity. Since cancer is so widespread, raising public awareness about its mechanism…