7 papers
Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation
Can Liu, Sizhe Cheng, Feng Liang +4
With the rise of mobile-first consumption, users increasingly engage with data visualizations on mobile devices. However, the vast majority of existing visualizations are originall…
MindTrellis: Co-Creating Knowledge Structures with AI through Interactive Visual Exploration
Xiang Li, Cara Li, Emily Kuang +2
Knowledge workers face increasing challenges in synthesizing information from multiple documents into structured conceptual understanding. This process is inherently iterative: use…
ReVis: Towards Reusable Image-Based Visualizations with MLLMs
Xiaolin Wen, Changlin Li, Manusha Karunathilaka +3
Many expressive visualizations are shared online only as bitmap images, making them difficult to redesign or adapt to new data. Reusing such image-based visualizations requires sub…
Accessible Fine-grained Data Representation via Spatial Audio
Can Liu, Wenjie Jiang, Shaolun Ruan +2
Pitch-based sonification of quantitative data increases the accessibility of data visualizations that are otherwise inaccessible for blind and low-vision (BLV) individuals. We argu…
From Static to Interactive: Authoring Interactive Visualizations via Natural Language
Can Liu, Jaeuk Lee, Tianhe Chen +3
Interactivity is crucial for effective data visualizations. However, it is often challenging to implement interactions for existing static visualizations, since the underlying code…
GlyphWeaver: Unlocking Glyph Design Creativity with Uniform Glyph DSL and AI
Can Liu, Shiwei Chen, Zhibang Jiang +1
Expressive glyph visualizations provide a powerful and versatile means to represent complex multivariate data through compact visual encodings, but creating custom glyphs remains c…