activity
20192023
most citedA Survey on ML4VIS: Applying Machine Learning Advances to Data Visualization

120 citations · 729 across the 28 of their papers we have counts for

collaborators
Showing 2022Show all

6 papers · 1 filter

cs.HC2022★ 11 cited

VAID: Indexing View Designs in Visual Analytics System

Lu Ying, Aoyu Wu, Haotian Li +7

Visual analytics (VA) systems have been widely used in various application domains. However, VA systems are complex in design, which imposes a serious problem: although the academi…

cs.HC2022★ 29 cited

DMiner: Dashboard Design Mining and Recommendation

Yanna Lin, Haotian Li, Aoyu Wu +2

Dashboards, which comprise multiple views on a single display, help analyze and communicate multiple perspectives of data simultaneously. However, creating effective and elegant da…

cs.HC2022★ 20 cited

GestureLens: Visual Analysis of Gestures in Presentation Videos

Haipeng Zeng, Xingbo Wang, Yong Wang +3

Appropriate gestures can enhance message delivery and audience engagement in both daily communication and public presentations. In this paper, we contribute a visual analytic appro…

cs.HC2022

ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis

Aoyu Wu, Wai Tong, Haotian Li +3

Data visualizations are created and shared on the web at an unprecedented speed, raising new needs and questions for processing and analyzing visualizations after they have been ge…

cs.HC2022★ 34 cited

Structure-aware Visualization Retrieval

Haotian Li, Yong Wang, Aoyu Wu +2

With the wide usage of data visualizations, a huge number of Scalable Vector Graphic (SVG)-based visualizations have been created and shared online. Accordingly, there has been an…

cs.HC2022★ 7 cited

Beyond Interestingness: Semantic and Context-Aware Natural Language Query Recommendations for Visual Data Analysis

Xingbo Wang, Siyuan Li, Furui Cheng +5

Recent advances in large language models (LLMs) have made natural language interfaces (NLIs) widely accessible for data exploration, yet analysts who have a broad analytical object…