Author

Eunyee Koh

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Preprint Aug 2026

Surprise2Refine: Axis-Centered Exploration-To-Refinement for Agent-Assisted Creative Scaffolding

Designers require different design spaces across creative stages: broad during exploration, and targeted during refinement. Yet existing agent-driven tools assume a fixed or continuously expanding space, leaving designers to manage and navigate it themselves. Informed by a formative study with five designers, we propos...

Yuzhe You, G. Chan, Shu-Nan Guo et al. · 0 citations

#human-computer interacti... Preprint Sep 2026

AnnoSketch: Evaluating and Collecting Human Sketches for MLLM-assisted Chart Annotation

This study examines when sketch input is useful for MLLM-generated chart annotations across variation in chart type and caption type, and presents AnnoSketch, a database of annotation sketches collected across 160 chart-caption pairs from the conditions in which sketch guidance proved most beneficial.

Yoon-Gu Oh, Seon Gyeom Kim, J. Choi et al. · 0 citations