3 papers
cs.HC2026
Reflexa: Uncovering How LLM-Supported Reflection Scaffolding Reshapes Creativity in Creative Coding
Anqi Wang, Zhengyi Li, Lan Luo +2
Creative coding requires continuous translation between evolving concepts and computational artifacts, making reflection essential yet difficult to sustain. Creators often struggle…
cs.HC2025
DesignerlyLoop: Forming Design Intent through Curated Reasoning for Human-LLM Alignment
Anqi Wang, Zhengyi Li, Xin Tong +1
Recent large language models (LLMs) show promise in design tasks, yet a fundamental misalignment persists: design thinking requires iterative intent formulation, while LLMs treat i…
cs.HC2025
FAIR: Framing AIs Role in Programming Competitions -- Understanding How LLMs Are Changing the Game in Competitive Programming
Dongyijie Primo Pan, Lan Luo, Ji Zhu +3
This paper investigates how large language models (LLMs) are reshaping competitive programming. The field functions as an intellectual contest within computer science education and…