Cindy Xiong Bearfield

According to our database, Cindy Xiong Bearfield authored at least 49 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Playing telephone with generative models: "verification disability," "compelled reliance," and accessibility in data visualization.

Frank Elavsky, Cindy Xiong Bearfield

CoRR, August, 2025

Tell Me Without Telling Me: Two-Way Prediction of Visualization Literacy and Visual Attention.

Minsuk Chang, Yao Wang, Huichen Will Wang, Yuanhong Zhou, Andreas Bulling, Cindy Xiong Bearfield

CoRR, August, 2025

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models.

Zhanna Kaufman, Madeline Endres, Cindy Xiong Bearfield, Yuriy Brun

CoRR, August, 2025

Write, Rank, or Rate: Comparing Methods for Studying Visualization Affordances.

Chase Stokes, Kylie Lin, Cindy Xiong Bearfield

CoRR, July, 2025

Bias, Accuracy, and Trust: Gender-Diverse Perspectives on Large Language Models.

Aimen Gaba, Emily Wall, Tejas Ramkumar Babu, Yuriy Brun, Kyle Wm. Hall, Cindy Xiong Bearfield

CoRR, June, 2025

Perception-aware Sampling for Scatterplot Visualizations.

Zafeiria Moumoulidou, Hamza Elhamdadi, Ke Yang, Subrata Mitra, Cindy Xiong Bearfield, Alexandra Meliou

CoRR, April, 2025

Do You "Trust" This Visualization? An Inventory to Measure Trust in Visualizations.

Huichen Will Wang, Kylie Lin, Andrew Cohen, Ryan Kennedy, Zach Zwald, Carolina Nobre, Cindy Xiong Bearfield

CoRR, March, 2025

Grid Labeling: Crowdsourcing Task-Specific Importance from Visualizations.

Minsuk Chang, Yao Wang, Huichen Will Wang, Andreas Bulling, Cindy Xiong Bearfield

CoRR, February, 2025

How Aligned are Human Chart Takeaways and LLM Predictions? A Case Study on Bar Charts with Varying Layouts.

Huichen Will Wang, Jane Hoffswell, Sao Myat Thazin Thane, Victor S. Bursztyn, Cindy Xiong Bearfield

IEEE Trans. Vis. Comput. Graph., January, 2025

Motion-Based Visual Encoding Can Improve Performance on Perceptual Tasks with Dynamic Time Series.

Songwen Hu, Ouxun Jiang, Jeffrey Riedmiller, Cindy Xiong Bearfield

IEEE Trans. Vis. Comput. Graph., January, 2025

What Makes a Visualization Visually Complex?

Kylie Lin, Sean Sheng-tse Ru, David N. Rapp, Hui Guan, Cindy Xiong Bearfield

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025

Confirmation Bias: The Double-Edged Sword of Data Facts in Visual Data Communication.

Shiyao Li, Thomas James Davidson, Cindy Xiong Bearfield, Emily Wall

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

Leveraging Large Language Models for Personalized Public Messaging.

Amit Kumar Das, Cindy Xiong Bearfield, Klaus Mueller

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025

2024

The Role of Text in Visualizations: How Annotations Shape Perceptions of Bias and Influence Predictions.

Chase Stokes, Cindy Xiong Bearfield, Marti A. Hearst

IEEE Trans. Vis. Comput. Graph., October, 2024

What Does the Chart Say? Grouping Cues Guide Viewer Comparisons and Conclusions in Bar Charts.

Cindy Xiong Bearfield, Chase Stokes, Andrew M. Lovett, Steven Franconeri

IEEE Trans. Vis. Comput. Graph., August, 2024

Reasoning Affordances With Tables and Bar Charts.

Cindy Xiong, Elsie Lee-Robbins, Icy Zhang, Aimen Gaba, Steven Franconeri

IEEE Trans. Vis. Comput. Graph., July, 2024

From Invisible to Visible: Impacts of Metadata in Communicative Data Visualization.

Alyxander Burns, Christiana Lee, Thai On, Cindy Xiong, Evan Peck, Narges Mahyar

IEEE Trans. Vis. Comput. Graph., July, 2024

Same Data, Diverging Perspectives: The Power of Visualizations to Elicit Competing Interpretations.

Cindy Xiong Bearfield, Lisanne van Weelden, Adam Waytz, Steven Franconeri

IEEE Trans. Vis. Comput. Graph., June, 2024

Polarizing Political Polls: How Visualization Design Choices Can Shape Public Opinion and Increase Political Polarization.

Eli Holder, Cindy Xiong Bearfield

IEEE Trans. Vis. Comput. Graph., January, 2024

My Model is Unfair, Do People Even Care? Visual Design Affects Trust and Perceived Bias in Machine Learning.

Aimen Gaba, Zhanna Kaufman, Jason Cheung, Marie Shvakel, Kyle Wm. Hall, Yuriy Brun, Cindy Xiong Bearfield

IEEE Trans. Vis. Comput. Graph., January, 2024

Vistrust: a Multidimensional Framework and Empirical Study of Trust in Data Visualizations.

Hamza Elhamdadi, Adam Stefkovics, Johanna Beyer, Eric Mörth, Hanspeter Pfister, Cindy Xiong Bearfield, Carolina Nobre

IEEE Trans. Vis. Comput. Graph., January, 2024

Does the Infamous Pie Chart Really Hurt Decision-Making in the Real World? Assessing the Role of Visualization in High-Level Academic Decisions.

Yixuan Li, Emery D. Berger, Minsuk Kahng, Cindy Xiong Bearfield

CoRR, 2024

Efficiently Crowdsourcing Visual Importance with Punch-Hole Annotation.

Minsuk Chang, Soohyun Lee, Aeri Cho, Hyeon Jeon, Seokhyeon Park, Cindy Xiong Bearfield, Jinwook Seo

CoRR, 2024

Robust Image Watermarking using Stable Diffusion.

Lijun Zhang, Xiao Liu, Antoni Viros Martin, Cindy Xiong Bearfield, Yuriy Brun, Hui Guan

CoRR, 2024

Gridlines Mitigate Sine Illusion in Line Charts.

Clayton Knittel, Jane Awuah, Steven Franconeri, Cindy Xiong Bearfield

Proceedings of the IEEE Visualization and Visual Analytics, 2024

Attack-Resilient Image Watermarking Using Stable Diffusion.

Lijun Zhang, Xiao Liu, Antoni Viros Martin, Cindy Xiong Bearfield, Yuriy Brun, Hui Guan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Explaining With Examples: Lessons Learned From Crowdsourced Introductory Description of Information Visualizations.

Leni Yang, Cindy Xiong, Jason K. Wong, Aoyu Wu, Huamin Qu

IEEE Trans. Vis. Comput. Graph., March, 2023

Reasoning Affordances with Tables and Bar Charts Dataset.

Cindy Xiong

Dataset, January, 2023

Seeing What You Believe or Believing What You See? Belief Biases Correlation Estimation.

Cindy Xiong, Chase Stokes, Yea-Seul Kim, Steven Franconeri

IEEE Trans. Vis. Comput. Graph., 2023

How Do Viewers Synthesize Conflicting Information from Data Visualizations?

Prateek Mantri, Hariharan Subramonyam, Audrey L. Michal, Cindy Xiong

IEEE Trans. Vis. Comput. Graph., 2023

Dispersion vs Disparity: Hiding Variability Can Encourage Stereotyping When Visualizing Social Outcomes.

Eli Holder, Cindy Xiong

IEEE Trans. Vis. Comput. Graph., 2023

Comparison Conundrum and the Chamber of Visualizations: An Exploration of How Language Influences Visual Design.

Aimen Gaba, Vidya Setlur, Arjun Srinivasan, Jane Hoffswell, Cindy Xiong

IEEE Trans. Vis. Comput. Graph., 2023

Vistrust: a Multidimensional Framework and Empirical Study of Trust in Data Visualizations.

Hamza Elhamdadi, Adam Stefkovics, Johanna Beyer, Eric Mörth, Cindy Xiong Bearfield, Carolina Nobre

CoRR, 2023

2022

Visual Arrangements of Bar Charts Influence Comparisons in Viewer Takeaways.

Cindy Xiong, Vidya Setlur, Benjamin Bach, Eunyee Koh, Kylie Lin, Steven Franconeri

IEEE Trans. Vis. Comput. Graph., 2022

Designing With Pictographs: Envision Topics Without Sacrificing Understanding.

Alyxander Burns, Cindy Xiong, Steven Franconeri, Alberto Cairo, Narges Mahyar

IEEE Trans. Vis. Comput. Graph., 2022

Declutter and Focus: Empirically Evaluating Design Guidelines for Effective Data Communication.

Kiran Ajani, Elsie Lee, Cindy Xiong, Cole Nussbaumer Knaflic, William Kemper, Steven Franconeri

IEEE Trans. Vis. Comput. Graph., 2022

Using Processing Fluency as a Metric of Trust in Scatterplot Visualizations.

Hamza Elhamdadi, Lace M. K. Padilla, Cindy Xiong

CoRR, 2022

VisHikers' Guide to Evaluation: Competing Considerations in Study Design.

Emily Wall, Cindy Xiong, Yea-Seul Kim

IEEE Computer Graphics and Applications, 2022

Investigating Perceptual Biases in Icon Arrays.

Cindy Xiong, Ali Sarvghad, Daniel G. Goldstein, Jake M. Hofman, Çagatay Demiralp

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

How Do We Measure Trust in Visual Data Communication?

Hamza Elhamdadi, Aimen Gaba, Yea-Seul Kim, Cindy Xiong

Proceedings of the IEEE Evaluation and Beyond, 2022

2021

A Design Space of Vision Science Methods for Visualization Research.

Madison A. Elliott, Christine Nothelfer, Cindy Xiong, Danielle Albers Szafir

IEEE Trans. Vis. Comput. Graph., 2021

Truth or Square: Aspect Ratio Biases Recall of Position Encodings.

Cristina R. Ceja, Caitlyn M. McColeman, Cindy Xiong, Steven L. Franconeri

IEEE Trans. Vis. Comput. Graph., 2021

Making the Invisible Visible: Risks and Benefits of Disclosing Metadata in Visualization.

Alyxander Burns, Thai On, Christiana Lee, Rachel Shapiro, Cindy Xiong, Narges Mahyar

CoRR, 2021

Show or Tell? Visual and Verbal Representations Bias Position Recall.

Cristina R. Ceja, Cindy Xiong

CoRR, 2021

2020

The Curse of Knowledge in Visual Data Communication.

Cindy Xiong, Lisanne van Weelden, Steven Franconeri

IEEE Trans. Vis. Comput. Graph., 2020

Illusion of Causality in Visualized Data.

Cindy Xiong, Joel Shapiro, Jessica Hullman, Steven Franconeri

IEEE Trans. Vis. Comput. Graph., 2020

Biased Average Position Estimates in Line and Bar Graphs: Underestimation, Overestimation, and Perceptual Pull.

Cindy Xiong, Cristina R. Ceja, Casimir J. H. Ludwig, Steven Franconeri

IEEE Trans. Vis. Comput. Graph., 2020

How to evaluate data visualizations across different levels of understanding.

Alyxander Burns, Cindy Xiong, Steven Franconeri, Alberto Cairo, Narges Mahyar

Proceedings of the IEEE Workshop on Evaluation and Beyond, 2020

2019

Examining the Components of Trust in Map-Based Visualizations.

Cindy Xiong, Lace M. K. Padilla, Kent Grayson, Steven Franconeri

Proceedings of the 1st EuroVis Workshop on Trustworthy Visualization, 2019