Meng Xia

Orcid: 0000-0002-2676-9032

Affiliations:
  • Texas A&M University, TX, USA
  • Carnegie Mellon University, Pittsburgh, PA, USA (2022-2024)
  • KAIST: Daejeon, South Chungcheong, Korea (2021)
  • Hong Kong University of Science and Technology, Hong Kong


According to our database1, Meng Xia authored at least 30 papers between 2018 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2025
StuGPTViz: A Visual Analytics Approach to Understand Student-ChatGPT Interactions.
IEEE Trans. Vis. Comput. Graph., January, 2025

2024
From reader to experiencer: Design and evaluation of a VR data story for promoting the situation awareness of public health threats.
Int. J. Hum. Comput. Stud., January, 2024

Ruffle&Riley: From Lesson Text to Conversational Tutoring.
Proceedings of the Eleventh ACM Conference on Learning @ Scale, 2024

Exploring Stage Lighting Education in Metaverse.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

Ruffle &Riley: Insights from Designing and Evaluating a Large Language Model-Based Conversational Tutoring System.
Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

2023
Exploring Interactions with Printed Data Visualizations in Augmented Reality.
IEEE Trans. Vis. Comput. Graph., 2023

Ruffle&Riley: Towards the Automated Induction of Conversational Tutoring Systems.
CoRR, 2023

Towards an Understanding of Distributed Asymmetric Collaborative Visualization on Problem-solving.
Proceedings of the IEEE Conference Virtual Reality and 3D User Interfaces, 2023

NFTeller: Dual-centric Visual Analytics for Assessing Market Performance of NFT Collectibles.
Proceedings of the 16th International Symposium on Visual Information Communication and Interaction, 2023

What Makes Problem-Solving Practice Effective? Comparing Paper and AI Tutoring.
Proceedings of the Responsive and Sustainable Educational Futures, 2023

NFTeller: Dual Centric Visual Analytics of NFT Transactions.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

Involving Teachers in the Data-Driven Improvement of Intelligent Tutors: A Prototyping Study.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

2022
Bias-Aware Design for Informed Decisions: Raising Awareness of Self-Selection Bias in User Ratings and Reviews.
Proc. ACM Hum. Comput. Interact., 2022

Persua: A Visual Interactive System to Enhance the Persuasiveness of Arguments in Online Discussion.
Proc. ACM Hum. Comput. Interact., 2022

Investigating the Effects of Robot Engagement Communication on Learning from Demonstration.
Int. J. Soc. Robotics, 2022

RLens: A Computer-aided Visualization System for Supporting Reflection on Language Learning under Distributed Tutorship.
Proceedings of the L@S'22: Ninth ACM Conference on Learning @ Scale, New York City, NY, USA, June 1, 2022

BlockLens: Visual Analytics of Student Coding Behaviors in Block-Based Programming Environments.
Proceedings of the L@S'22: Ninth ACM Conference on Learning @ Scale, New York City, NY, USA, June 1, 2022

Understanding Distributed Tutorship in Online Language Tutoring.
Proceedings of the LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21, 2022

AQX: Explaining Air Quality Forecast for Verifying Domain Knowledge using Feature Importance Visualization.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

"It Feels Like Taking a Gamble": Exploring Perceptions, Practices, and Challenges of Using Makeup and Cosmetics for People with Visual Impairments.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Mobile-Friendly Content Design for MOOCs: Challenges, Requirements, and Design Opportunities.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

AlgoSolve: Supporting Subgoal Learning in Algorithmic Problem-Solving with Learnersourced Microtasks.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
QLens: Visual Analytics of MUlti-step Problem-solving Behaviors for Improving Question Design.
IEEE Trans. Vis. Comput. Graph., 2021

2020
SeqDynamics: Visual Analytics for Evaluating Online Problem-solving Dynamics.
Comput. Graph. Forum, 2020

Using Information Visualization to Promote Students' Reflection on "Gaming the System" in Online Learning.
Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020

Predicting student performance in interactive online question pools using mouse interaction features.
Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020

2019
EnsembleLens: Ensemble-based Visual Exploration of Anomaly Detection Algorithms with Multidimensional Data.
IEEE Trans. Vis. Comput. Graph., 2019

Visual Analytics of Student Learning Behaviors on K-12 Mathematics E-learning Platforms.
CoRR, 2019

PeerLens: Peer-inspired Interactive Learning Path Planning in Online Question Pool.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
Exploring How Software Developers Work with Mention Bot in GitHub.
Proceedings of the Sixth International Symposium of Chinese CHI, 2018


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