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Author: 7628

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Vistoryteller: Designing Data Stories with LLM Agent-Based Generation and Interactive User Control

Data stories that combine data, visualizations, and prose are widely used for communication, decision making, and persuasion, but producing them typically requires coordinated effort across specialized roles such as analysts, scripters, and designers, which is time consuming and difficult to manage. Existing AI-assist…

Yang Shi et al.Tongji University

From Touch to Change: Understanding Public Engagement in Data Physicalization for Social Good

Data physicalization, which encodes data in physical form, has been increasingly used to engage the public with issues of social good. While public engagement is often invoked as a motivation or expected outcome, it has not been systematically examined as a design objective. This gap raises two key challenges: what ch…

Yechun Peng et al.Tongji University

Double Tap for This Post: Understanding the Communication of Data Visualization on Social Media

Data visualizations are increasingly used by news outlets on social media to communicate insights to a broad audience. However, little is known about how readers interact with and respond to data visualizations in these quick-consumption environments. In this work, we introduce a conceptual model that categorizes visu…

Yang Shi et al.Tongji University

Data Visualization

ViviClay: Designing and Fabricating Ceramics with Animation Effects on Physical Surfaces

We present ViviClay, a design and fabrication method that integrates thermochromic coatings with internal pipe structures to produce dynamic surface effects on ceramics. By channeling thermal fluid through embedded pathways, the surface exhibits reversible color changes, enabling animated patterns that are more progra…

Guanhong Liu et al.Tongji University

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Personalizing Products with Stylized Head Portraits for Self-Expression

Personalizing products aesthetically or functionally can help users increase personal relevance and support self-expression. However, using non-abstract personal data such as head portraits for product personalization has been understudied. While recent advances in Artificial Intelligence have enabled generating styli…

Yang Shi et al.Tongji University

Understanding Design Collaboration Between Designers and Artificial Intelligence: A Systematic Literature Review

Recent interest in design through the artificial intelligence (AI) lens is rapidly increasing. Designers, as a special user group interacting with AI, have received more attention in the Human-Computer Interaction community. Prior work has discussed emerging challenges that persist in designing for AI. However, few sy…

Yang Shi et al.Tongji University

State of the Field

ColorCook: Augmenting Color Design for Dashboarding with Domain-Associated Palettes

Visualization dashboards serve as an information presentation that uses a tiled layout of key metrics visualized in charts for collaborative decision-making. Existing work has developed tools and techniques for computational color design. Much of these efforts have focused on selecting effective color palettes for ind…

Yang Shi et al.Tongji University

Feedback-giving & Decision-making; Feedback-giving & Decision-making

Negative Emotions, Positive Outcomes? Exploring the Communication of Negativity in Serious Data Stories

Recent work has highlighted that emotion is key to the user experience with data stories. However, limited attention has been paid to negative emotions specifically. This work investigates the outcomes of negative emotions in the context of serious data stories and examines how they can be augmented by design methods…

Xingyu Lan et al.Tongji University

Vinci: An Intelligent Graphic Design System for Generating Advertising Posters

Advertising posters are a commonly used form of information presentation to promote a product. Producing advertising posters often takes much time and effort of designers when confronted with abundant choices of design elements and layouts. This paper presents Vinci, an intelligent system that supports the automatic g…

Shunan Guo et al.East China Normal University

Communicating with Motion: A Design Space for Animated Visual Narratives in Data Videos

Data videos are a genre of narrative visualization that communicates stories by combining data visualization and motion graphics. While data videos are increasingly gaining popularity, few systematic reviews or structured analyses exist for their design. In this work, we introduce a design space for animated visual na…

Yang Shi et al.Tongji University

EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding

Storyboarding is an important ideation technique that uses sequential art to depict important scenarios of user experience. Existing data-driven support for storyboarding focuses on constructing user stories, but fail to address its benefit as a graphic narrative device. Instead, we propose to develop a data-driven de…

Yang Shi et al.Tongji University

Paper Title	Authors	Research Topics
Vistoryteller: Designing Data Stories with LLM Agent-Based Generation and Interactive User Control Data stories that combine data, visualizations, and prose are widely used for communication, decision making, and persuasion, but producing them typically requires coordinated effort across specialized roles such as analysts, scripters, and designers, which is time consuming and difficult to manage. Existing AI-assist…	YS Yang Shi et al.Tongji University
From Touch to Change: Understanding Public Engagement in Data Physicalization for Social Good Data physicalization, which encodes data in physical form, has been increasingly used to engage the public with issues of social good. While public engagement is often invoked as a motivation or expected outcome, it has not been systematically examined as a design objective. This gap raises two key challenges: what ch…	YP Yechun Peng et al.Tongji University
Double Tap for This Post: Understanding the Communication of Data Visualization on Social Media Data visualizations are increasingly used by news outlets on social media to communicate insights to a broad audience. However, little is known about how readers interact with and respond to data visualizations in these quick-consumption environments. In this work, we introduce a conceptual model that categorizes visu…	YS Yang Shi et al.Tongji University	Data Visualization
ViviClay: Designing and Fabricating Ceramics with Animation Effects on Physical Surfaces We present ViviClay, a design and fabrication method that integrates thermochromic coatings with internal pipe structures to produce dynamic surface effects on ceramics. By channeling thermal fluid through embedded pathways, the surface exhibits reversible color changes, enabling animated patterns that are more progra…	GL Guanhong Liu et al.Tongji University
AdRecommended Learn AI Coding at CodeNow Structured lessons, hands-on projects, and continuous updates for people bringing AI into real development work. Explore Now
Personalizing Products with Stylized Head Portraits for Self-Expression Personalizing products aesthetically or functionally can help users increase personal relevance and support self-expression. However, using non-abstract personal data such as head portraits for product personalization has been understudied. While recent advances in Artificial Intelligence have enabled generating styli…	YS Yang Shi et al.Tongji University
Understanding Design Collaboration Between Designers and Artificial Intelligence: A Systematic Literature Review Recent interest in design through the artificial intelligence (AI) lens is rapidly increasing. Designers, as a special user group interacting with AI, have received more attention in the Human-Computer Interaction community. Prior work has discussed emerging challenges that persist in designing for AI. However, few sy…	YS Yang Shi et al.Tongji University	State of the Field
ColorCook: Augmenting Color Design for Dashboarding with Domain-Associated Palettes Visualization dashboards serve as an information presentation that uses a tiled layout of key metrics visualized in charts for collaborative decision-making. Existing work has developed tools and techniques for computational color design. Much of these efforts have focused on selecting effective color palettes for ind…	YS Yang Shi et al.Tongji University	Feedback-giving & Decision-making; Feedback-giving & Decision-making
Negative Emotions, Positive Outcomes? Exploring the Communication of Negativity in Serious Data Stories Recent work has highlighted that emotion is key to the user experience with data stories. However, limited attention has been paid to negative emotions specifically. This work investigates the outcomes of negative emotions in the context of serious data stories and examines how they can be augmented by design methods…	XL Xingyu Lan et al.Tongji University
Vinci: An Intelligent Graphic Design System for Generating Advertising Posters Advertising posters are a commonly used form of information presentation to promote a product. Producing advertising posters often takes much time and effort of designers when confronted with abundant choices of design elements and layouts. This paper presents Vinci, an intelligent system that supports the automatic g…	SG Shunan Guo et al.East China Normal University
Communicating with Motion: A Design Space for Animated Visual Narratives in Data Videos Data videos are a genre of narrative visualization that communicates stories by combining data visualization and motion graphics. While data videos are increasingly gaining popularity, few systematic reviews or structured analyses exist for their design. In this work, we introduce a design space for animated visual na…	YS Yang Shi et al.Tongji University
EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding Storyboarding is an important ideation technique that uses sequential art to depict important scenarios of user experience. Existing data-driven support for storyboarding focuses on constructing user stories, but fail to address its benefit as a graphic narrative device. Instead, we propose to develop a data-driven de…	YS Yang Shi et al.Tongji University