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

10 citations · 10 across the 7 of their papers we have counts for

collaborators

7 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.HC2026

DALL: Data Labeling via Data Programming and Active Learning Enhanced by Large Language Models

Guozheng Li, Ao Wang, Shaoxiang Wang +4

Deep learning models for natural language processing rely heavily on high-quality labeled datasets. However, existing labeling approaches often struggle to balance label quality wi…

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

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)…