Publications

ProactiveVA: Proactive Visual Analytics with LLM-Based UI Agent

Yuheng Zhao , Xueli Shu , Liwen Fan , Lin Gao , Yu Zhang , Siming Chen .
VIS IEEE Transactions on Visualization and Computer Graphics (VIS'25) in Vienna, AUT 2025
arXiv Video

SceneLoom: Communicating Data with Scene Context

Lin Gao , Leixian Shen , Yuheng Zhao , Jiexiang Lan , Huamin Qu , Siming Chen .
VIS IEEE Transactions on Visualization and Computer Graphics (VIS'25) in Vienna, AUT 2025
PDF arXiv Project Video

SimSpark: Interactive Simulation of Social Media Behaviors

Ziyue Lin , Yi Shan , Lin Gao , Xinghua Jia , Siming Chen .
CSCW ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW'25) in Bergen, NO 2025
DOI PDF arXiv

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 .
CHI The ACM CHI conference on Human Factors in Computing Systems (CHI'25) in Yokohama, JPN 2025
DOI 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 .
VIS IEEE Transactions on Visualization and Computer Graphics (VIS'24) in St.Pete Beach, Florida, USA 2024
DOI PDF arXiv Video

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 ChinaVis'24 in Hong Kong, CN 2024
2024

TransforLearn: Interactive Visual Tutorial for the Transformer Model.

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