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cs.AI2026
FigAct: Turning Scientific Figures into Active Canvases for Explanation
Shishi Xiao, Zichao Wang, Alexa Siu +2
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 m…
cs.CV2026
ChArtist: Generating Pictorial Charts with Unified Spatial and Subject Control
Shishi Xiao, Tongyu Zhou, David Laidlaw +1
A pictorial chart is an effective medium for visual storytelling, seamlessly integrating visual elements with data charts. However, creating such images is challenging because the…