Author

Yuxuan Weng

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#human-computer interacti... Preprint Sep 2026

Adaptive Scaffolding Needs Contingency: An AI Tutor That Escalates and Fades on What the Learner Does

Coding assistants raise task performance, but learners plan and monitor less. Giving less away, the usual fix, conflates two things: how much work a system carries (cognitive load) and what the learner must decide before help arrives (metacognitive demand). Our principle, preserved metacognitive demand, holds the secon...

Xin-Meng Hou, Yuxuan Weng, Chin-Hsien Yeh et al. · 0 citations

#artificial intelligence Preprint May 2026

The Garden of Forking Paths: Threading Narrative Archetype as a Semantic Signal Through Gameplay Planning

Forking Garden is presented, a branching game generation system that uses narrative archetype as a persistent semantic signal across the generation pipeline, and suggests that propagated Rise/Fall distinctions can remain meaningful during play, while also supporting narrative understanding and creator-oriented interpre...

Yun-Ge Wen, Chen-Liang Huang, Hang-Yu Zhou et al. · 0 citations