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cs.HC2026
ValiAssist: Scaling LLM-generated Programming Feedback Validation by Demonstration
Xiaohang Tang, Rehema Abulikemu, Peng Gao +1
Generative AI can create programming feedback at scale, but validating its alignment with instructors' pedagogical goals and strategies remains challenging. Instructors may struggl…
cs.HC2025
Agentic Reasoning and Refinement through Semantic Interaction
Xuxin Tang, Rehema Abulikemu, Eric Krokos +3
Sensemaking report writing often requires multiple refinements in the iterative process. While Large Language Models (LLMs) have shown promise in generating initial reports based o…
cs.HC2025
Planet Purifiers: A Collaborative Immersive Experience Proposing New Modifications to HOMER and Fishing Reel Interaction Techniques
Alexander Giovannelli, Fionn Murphy, Trey Davis +6
This paper presents our solution to the 2025 3DUI Contest challenge. We aimed to develop a collaborative, immersive experience that raises awareness about trash pollution in natura…