Publications

Below are my published research papers from peer-reviewed conferences and workshops. For a complete list, please visit my Google Scholar profile.

Criticality: Scaffolding Decision-Making with Interactive Critical Thinking and Evidence-Based Reasoning Traces visualization

Criticality: Scaffolding Decision-Making with Interactive Critical Thinking and Evidence-Based Reasoning Traces

Conference Paper

M. Chang, A. Srinivasan, S. Palani

We introduce Criticality, a system that operationalizes the Paul-Elder Critical Thinking framework to structure reasoning into interactive elements and grounds claims in verifiable evidence.

ACM IUI

•

2026

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

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

Conference Paper

M. Chang, Y. Wang, H. W. Wang, Y. Zhou, A. Bulling, C. X. Bearfield

We trained a bidirectional prediction model that predicts visualization literacy based on visual attention and vice versa.

IEEE VIS

•

2025

•24.3% (131/537)
PaperVideoTry Literacy Test
Grid Labeling: Crowdsourcing Task-Specific Importance from Visualizations visualization

Grid Labeling: Crowdsourcing Task-Specific Importance from Visualizations

Conference Paper

M. Chang, Y. Wang, H. W. Wang, A. Bulling, C. X. Bearfield

We created a new annotation method where users can efficiently label the important area in a visualization.

EuroVis

•

2025

•33% (20/60)
Paper
Early Stage Eye-fixations Reveal Belief-Driven Bias in Correlation Perception visualization

Early Stage Eye-fixations Reveal Belief-Driven Bias in Correlation Perception

Conference Poster

M. Chang, A. Malitek, K. Fukuda, C. X. Bearfield

We found that early stage eye-fixations show belief-driven bias in correlation perception.

Vision Sciences Society (VSS)

•

2025

PaperPoster
Assessing Graphical Perception of Image Embedding Models using Channel Effectiveness visualization

Assessing Graphical Perception of Image Embedding Models using Channel Effectiveness

Conference Paper

S. Lee, M. Chang, S. Park, J. Seo

IEEE VIS

•

2024

•31.9% (66/207)
Paper
CLeVer: Continual Learning Visualizer for Detecting Task Transition Failure visualization

CLeVer: Continual Learning Visualizer for Detecting Task Transition Failure

Conference Paper

M. Chang, D. Kim, H. Jeon, S. Jung, J. Seo

IEEE PacificVis

•

2024

Paper

Tensor Space Model-based Textual Data Augmentation for Text Classification

Conference Paper

M. Chang, H.-J. Kim

IEEE BigData

•

2023

Paper