activity
20242026
most citedSupporting Self-Reflection at Scale with Large Language Models: Insights from Randomized Field Experiments in Classrooms

50 citations · 95 across the 14 of their papers we have counts for

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11 papers · 1 filter

cs.HC2026

Exploring K-12 Teachers' Perceptions of Students' Relationships with AI Companions: Boundaries, Intervention Strategies, and Design Implications

Qing Xiao, Wenhan Xie, Ziyu Deng +7

K-12 students increasingly form relationships with AI companions. Schools face growing expectations to teach AI literacy, yet existing frameworks treat AI as a tool rather than a r…

cs.HC2026

PromptDecipher: Supporting AI Tutor Authoring Through Editable Simulated Interactions

Miina Koyama, Ruiwei Xiao, John Stamper

Chatbots have long been explored as tools to support learning, and recent advances in large language models have significantly expanded the availability of platforms for educators…

cs.HC2026

Transforming GenAI Policy to Prompting Instruction: An RCT of Scalable Prompting Interventions in a CS1 Course

Ruiwei Xiao, Runlong Ye, Xinying Hou +4

Despite universal GenAI adoption, students cannot distinguish task performance from actual learning and lack skills to leverage AI for learning, leading to worse exam performance w…

cs.HC2025

Exploring Student Choice and the Use of Multimodal Generative AI in Programming Learning

Xinying Hou, Ruiwei Xiao, Runlong Ye +2

The broad adoption of Generative AI (GenAI) is impacting Computer Science education, and recent studies found its benefits and potential concerns when students use it for programmi…

cs.HC2025

Bridging Cultural Distance Between Models Default and Local Classroom Demands: How Global Teachers Adopt GenAI to Support Everyday Teaching Practices

Ruiwei Xiao, Qing Xiao, Xinying Hou +4

Generative AI (GenAI) is rapidly entering K-12 classrooms, offering teachers new ways for teaching practices. Yet GenAI models are often trained on culturally uneven datasets, embe…

cs.HC2025★ 3 cited

Do Teachers Dream of GenAI Widening Educational (In)equality? Envisioning the Future of K-12 GenAI Education from Global Teachers' Perspectives

Ruiwei Xiao, Qing Xiao, Xinying Hou +4

Generative artificial intelligence (GenAI) is rapidly entering K-12 classrooms worldwide, initiating urgent debates about its potential to either reduce or exacerbate educational i…

cs.HC2025

Learning to Use AI for Learning: Teaching Responsible Use of AI Chatbot to K-12 Students Through an AI Literacy Module

Ruiwei Xiao, Xinying Hou, Ying-Jui Tseng +4

As Artificial Intelligence (AI) becomes increasingly integrated into daily life, there is a growing need to equip the next generation with the ability to apply, interact with, eval…

cs.HC2025★ 1 cited

Improving Student-AI Interaction Through Pedagogical Prompting: An Example in Computer Science Education

Ruiwei Xiao, Xinying Hou, Runlong Ye +4

With the proliferation of large language model (LLM) applications since 2022, their use in education has sparked both excitement and concern. Recent studies consistently highlight…

cs.HC2024★ 1 cited

ActiveAI: Enabling K-12 AI Literacy Education & Analytics at Scale

Ruiwei Xiao, Ying-Jui Tseng, Hanqi Li +4

Interest in K-12 AI Literacy education has surged in the past year, yet large-scale learning data remains scarce despite considerable efforts in developing learning materials and r…

cs.HC2024★ 8 cited

Enhancing LLM-Based Feedback: Insights from Intelligent Tutoring Systems and the Learning Sciences

John Stamper, Ruiwei Xiao, Xinying Hou

The field of Artificial Intelligence in Education (AIED) focuses on the intersection of technology, education, and psychology, placing a strong emphasis on supporting learners' nee…

cs.HC2024★ 30 cited

Exploring How Multiple Levels of GPT-Generated Programming Hints Support or Disappoint Novices

Ruiwei Xiao, Xinying Hou, John Stamper

Recent studies have integrated large language models (LLMs) into diverse educational contexts, including providing adaptive programming hints, a type of feedback focuses on helping…