72 citations · 108 across the 9 of their papers we have counts for
9 papers
SocialFiVis: A Visual Analytics Sandbox for LLM-Grounded Multi-Agent Simulation in Social Finance
Yi-Fan Cao, Qing Shi, Liangwei Wang +5
The emergence of social finance (SocialFi) transforms online communities into complex socio-economic systems. Within these spaces, collective decisions shape a "digital commons" ch…
DataMagic: Transforming Tabular Data into Data Insight Video
Yupeng Xie, Chen Ma, Zhenyang Wang +6
Data videos integrate dynamic charts, voice narration, and synchronized animations to communicate data insights as temporal narratives, making them an effective medium for improvin…
TableTale: Reviving the Narrative Interplay Between Data Tables and Text in Scientific Papers
Liangwei Wang, Zhengxuan Zhang, Yifan Cao +2
Data tables play a central role in scientific papers. However, their meaning is often co-constructed with surrounding text through narrative interplay, making comprehension cogniti…
C2Views: Knowledge-based Colormap Design for Multiple-View Consistency
Yihan Hou, Yilin Ye, Liangwei Wang +2
Multiple-view (MV) visualization provides a comprehensive and integrated perspective on complex data, establishing itself as an effective method for visual communication and explor…
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
Yizhang Zhu, Liangwei Wang, Chenyu Yang +22
The rapid advancement of large language models (LLMs) has spurred the emergence of data agents, autonomous systems designed to orchestrate Data + AI ecosystems for tackling complex…
VizTA: Enhancing Comprehension of Distributional Visualization with Visual-Lexical Fused Conversational Interface
Liangwei Wang, Zhan Wang, Shishi Xiao +3
Comprehending visualizations requires readers to interpret visual encoding and the underlying meanings actively. This poses challenges for visualization novices, particularly when…
MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous Verification
Yin Li, Liangwei Wang, Shiyuan Piao +4
Large Language Models (LLMs) have demonstrated significant potential in code generation. However, in the factory automation sector, particularly motion control, manual programming,…
VirtuWander: Enhancing Multi-modal Interaction for Virtual Tour Guidance through Large Language Models
Zhan Wang, Lin-Ping Yuan, Liangwei Wang +2
Tour guidance in virtual museums encourages multi-modal interactions to boost user experiences, concerning engagement, immersion, and spatial awareness. Nevertheless, achieving the…
TypeDance: Creating Semantic Typographic Logos from Image through Personalized Generation
Shishi Xiao, Liangwei Wang, Xiaojuan Ma +1
Semantic typographic logos harmoniously blend typeface and imagery to represent semantic concepts while maintaining legibility. Conventional methods using spatial composition and s…