Meng Xia

schoolTexas A&M Universitybar_chart#562 Global Rank

Total Papers

HCI Rank

#562

Research Areas

Years Active

Recent Publications

ClassAid: A Real-time Instructor-AI-Student Orchestration System for Classroom Programming Activities

Generative AI is reshaping education, but it also raises concerns about instability and overreliance. In programming classrooms, we aim to leverage its feedback capabilities while reinforcing the educator's role in guiding student–AI interactions. We developed ClassAid, a real-time orchestration system that integrates…

CHI '26CorrespondingHuman-LLM Collaboration +3

InterFlow: Designing Unobtrusive AI to Empower Interviewers in Semi-Structured Interviews

Semi-structured interviews are a common method in qualitative research. However, conducting high-quality interviews is cognitively demanding and requires strong interviewing skills. To lower this bar, we propose InterFlow, an AI-powered visual scaffold that helps interviewers manage the interview flow and facilitates…

CSCW '253rd AuthorUser Experiences in Online Communities

The Jade Gateway to Trust: Exploring How Socio-Cultural Perspectives Shape Trust Within Chinese NFT Communities

Today’s world is witnessing an unparalleled rate of technological transformation. The emergence of non-fungible tokens (NFTs) has transformed how we handle digital assets and value. These tokens have captured the interest of scholars and businesspeople alike. However, NFTs have recently seen a sharp decline in popular…

CHI '25CorrespondingHuman-LLM Collaboration

TutorUp: What If Your Students Were Simulated? Training Tutors to Address Engagement Challenges in Online Learning

With the rise of online learning, many novice tutors lack experience engaging students remotely. We introduce TutorUp, a Large Language Model (LLM)-based system that enables novice tutors to practice engagement strategies with simulated students through scenario-based training. Based on a formative study involving two…

CHI '255th+ AuthorInteractive Data Visualization +1

CPVis: Evidence-based Multimodal Learning Analytics for Evaluation in Collaborative Programming

As programming education becomes more widespread, many college students from non-computer science backgrounds begin learning programming. Collaborative programming emerges as an effective method for instructors to support novice students in developing coding and teamwork abilities. However, due to limited class time a…

CSCW '223rd AuthorData, Bias and Fairness

Bias-Aware Design for Informed Decisions: Raising Awareness of Self-Selection Bias in User Ratings and Reviews

People often take user ratings/reviews into consideration when shopping for products or services online. However, such user-generated data contains self-selection bias that could affect people’s decisions and it is hard to resolve this issue completely by algorithms. In this work, we propose to raise people’s awarenes…

CSCW '223rd AuthorData, Bias and Fairness

Bias-Aware Design for Informed Decisions: Raising Awareness of Self-Selection Bias in User Ratings and Reviews

CSCW '221st AuthorUnderstanding and Supporting Online Discussions; Understanding and Supporting Online Discussions

Persua: A Visual Interactive System to Enhance the Persuasiveness of Arguments in Online Discussion

Persuading people to change their opinions is a common practice in online discussion forums on topics ranging from political campaigns to relationship consultation. Enhancing people's ability to write persuasive arguments could not only practice their critical thinking and reasoning but also contribute to the effectiv…

IUI '222nd AuthorAI-Assisted Decision-Making & Automation +2

AQX: Explaining Air Quality Forecast for Verifying Domain Knowledge using Feature Importance Visualization

Air pollution forecast has become critical because of its direct impact on human health and its increased production caused by rapid industrialization. Machine learning (ML) solutions are being drastically explored in this domain because they can potentially produce highly accurate results with access to historical da…

CHI '223rd AuthorVisual Impairment Technologies (Screen Readers, Tactile Graphics, Braille) +1

"It Feels Like Taking a Gamble": Exploring Perceptions, Practices, and Challenges of Using Makeup and Cosmetics for People with Visual Impairments

Makeup and cosmetics offer the potential for self-expression and the reshaping of social roles for visually impaired people. However, there exist barriers to conducting a beauty regime because of the reliance on visual information and color variances in makeup. We present a content analysis of 145 YouTube videos to de…

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