Publications

Unlocking Scientific Concepts: How Effective Are LLM-Generated Analogies for Student Understanding and Classroom Practice?

Zekai Shao* , Siyu Yuan* , Lin Gao , Yixuan He , Deqing Yang , Siming Chen .
The ACM CHI conference on Human Factors in Computing Systems (CHI'25) in Yokohama, JPN 2025
PDF arXiv
2025

Fine‑Tuned Large Language Model for Visualization System: A Study on Self‑Regulated Learning in Education

Lin Gao , Jing Lu , Zekai Shao , Ziyue Lin , Shengbin Yue , Chokit Ieong , Yi Sun , Zhongyu Wei , Siming Chen .
IEEE Transactions on Visualization and Computer Graphics (VIS'24) in St.Pete Beach, Florida, USA 2024
DOI PDF arXiv

Interactive Financial Data Decision Making Visual Analysis Based on DuPont Analysis and Large Language Model

Xiaowen Zhang , Yi Wan , Fen Wang , Xuan Chen , Yuheng Zhao , Lin Gao , Siming Chen .
ChinaVis'24 in Hong Kong, CN 2024

SimSpark: Interactive Simulation of Social Media Behaviors

Ziyue Lin , Yi Shan , Lin Gao , Xinghua Jia , Siming Chen .
ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW'25) in Bergen, NO 2024
2024

TransforLearn: Interactive Visual Tutorial for the Transformer Model.

Lin Gao , Zekai Shao , Ziqin Luo , Haibo Hu , Cagatay Turkay , Siming Chen .
IEEE Transactions on Visualization and Computer Graphics (VIS'23) in Melbourne, AUS 2023
DOI PDF Project Video Slides
2023
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