Author

Shishi Xiao

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#artificial intelligence Preprint Sep 2026

FigAct: Turning Scientific Figures into Active Canvases for Explanation

Scientific figures are designed to communicate information visually, yet MLLMs typically explain them by translating their visual content back into text. This requires readers to manually map the resulting explanations back to the figure. Inspired by how people present visual information, we introduce FigAct, a framewo...

Shi-Shi Xiao, Zi-Chao Wang, Alexa F. Siu et al. · 0 citations

Skeleton-Guided Generation and Editing of Thematic

This work introduces thematic diagrams, which transform abstract structures into styl-ized diagrams that enable visual storytelling both structurally and semantically, and proposes a skeleton representation that abstracts diagrams into nodes and edges.

Jiayinhao Li, H. Prof.David, Laidlaw et al. · 0 citations