activity
20242026
most citedVisualization Generation with Large Language Models: An Evaluation

10 citations · 10 across the 8 of their papers we have counts for

collaborators

8 papers

cs.CV2026

CVT-GS: Learning to Simplify 3D Gaussian Splatting with Centroidal Voronoi Tessellation

Bingxian Li, Yilong Li, Jingliang Peng +6

While 3D Gaussian Splatting (3DGS) has emerged as a powerful representation for real-time novel view synthesis, rendering high-fidelity scenes often relies on a massive number of G…

cs.HC2026

Towards Effective Generation of Interactive Visualizations with Vibe Coding: An Empirical Study

Yanshan Zeng, Ruixuan Tu, Zuo Xiang +3

Constructing interactive visualizations has traditionally required substantial human effort, involving both technical implementation and design decision-making. Recently, vibe codi…

cs.HC2026

ZoomTable: Interactive Exploration of Data Facts in Hierarchical Tables via Semantic Zooming

Qiyang Chen, Guozheng Li, Xingqi Wang +3

Hierarchical tables are an important structure for organizing data with inherent hierarchical relationships. Existing studies have extensively explored methods for data fact explor…

cs.HC2025

InReAcTable: LLM-Powered Interactive Visual Data Story Construction from Tabular Data

Gerile Aodeng, Guozheng Li, Yunshan Feng +3

Insights in tabular data capture valuable patterns that help analysts understand critical information. Organizing related insights into visual data stories is crucial for in-depth…

cs.HC2024

HiRegEx: Interactive Visual Query and Exploration of Multivariate Hierarchical Data

Guozheng Li, Haotian Mi, Chi Harold Liu +2

When using exploratory visual analysis to examine multivariate hierarchical data, users often need to query data to narrow down the scope of analysis. However, formulating effectiv…

cs.HC2024

InsigHTable: Insight-driven Hierarchical Table Visualization with Reinforcement Learning

Guozheng Li, Peng He, Xinyu Wang +5

Embedding visual representations within original hierarchical tables can mitigate additional cognitive load stemming from the division of users' attention. The created hierarchical…

cs.HC2024★ 10 cited

Visualization Generation with Large Language Models: An Evaluation

Xinyu Wang, Chenwei Liang, Shunyuan Zheng +4

The frequent need for analysts to create visualizations to derive insights from data has driven extensive research into the generation of natural Language to Visualization (NL2VIS)…

cs.RO2024

Efficient Training of Generalizable Visuomotor Policies via Control-Aware Augmentation

Yinuo Zhao, Kun Wu, Tianjiao Yi +5

Improving generalization is one key challenge in embodied AI, where obtaining large-scale datasets across diverse scenarios is costly. Traditional weak augmentations, such as cropp…