most citedGenerative AI for Visualization: State of the Art and Future Directions

3 citations · 5 across the 6 of their papers we have counts for

collaborators

6 papers

cs.HC2025★ 1 cited

Facilitating Video Story Interaction with Multi-Agent Collaborative System

Yiwen Zhang, Jianing Hao, Zhan Wang +2

Video story interaction enables viewers to engage with and explore narrative content for personalized experiences. However, existing methods are limited to user selection, speciall…

cs.HC2024

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model

Jianing Hao, Manling Yang, Qing Shi +3

Graphical overlays that layer visual elements onto charts, are effective to convey insights and context in financial narrative visualizations. However, automating graphical overlay…

cs.AI2024★ 1 cited

LENS: Large Pre-trained Transformer for Exploring Financial Time Series Regularities

Yuanjian Xu, Anxian Liu, Jianing Hao +3

Modeling large-scale time series has gained significant attention in recent years. However, its direct application in finance remains challenging due to substantial differences in…

cs.HC2024

VisTR: Visualizations as Representations for Time-series Table Reasoning

Jianing Hao, Zhuowen Liang, Chunting Li +3

Time-series table reasoning interprets temporal patterns and relationships in data to answer user queries. Despite recent advancements leveraging large language models (LLMs), exis…

cs.LG2024★ 3 cited

Generative AI for Visualization: State of the Art and Future Directions

Yilin Ye, Jianing Hao, Yihan Hou +4

Generative AI (GenAI) has witnessed remarkable progress in recent years and demonstrated impressive performance in various generation tasks in different domains such as computer vi…

cs.HC2024

HoLens: A Visual Analytics Design for Higher-order Movement Modeling and Visualization

Zezheng Feng, Fang Zhu, Hongjun Wang +4

Higher-order patterns reveal sequential multistep state transitions, which are usually superior to origin-destination analysis, which depicts only first-order geospatial movement p…