Search Results for author: Yihan Hou

Found 2 papers, 1 papers with code

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

no code implementations28 Apr 2024 Yilin Ye, Jianing Hao, Yihan Hou, Zhan Wang, Shishi Xiao, Yuyu Luo, Wei Zeng

From a technical perspective, this paper looks back on previous visualization studies leveraging GenAI and discusses the challenges and opportunities for future research.

Graph Generation Language Modelling +1

WYTIWYR: A User Intent-Aware Framework with Multi-modal Inputs for Visualization Retrieval

1 code implementation14 Apr 2023 Shishi Xiao, Yihan Hou, Cheng Jin, Wei Zeng

Retrieving charts from a large corpus is a fundamental task that can benefit numerous applications such as visualization recommendations. The retrieved results are expected to conform to both explicit visual attributes (e. g., chart type, colormap) and implicit user intents (e. g., design style, context information) that vary upon application scenarios.

Retrieval Zero-Shot Learning

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