From the 1 of 9 linked papers with an AI index.
9 papers
ManiScope: LLM-Assisted Visual Analytics of Cryptocurrency Manipulation Risk
Xiaolin Wen, Feng Liang, Yuanye Ma +5
ManiScope is a visual analytics system that uses a large language model as a co‑analyst to help users explore and assess trade‑based manipulation risks in cryptocurrency markets.
Vibe Coding for Visualization Implementation: An Empirical Study of Practices and Challenges
Zhengyu Sun, Xiaolin Wen, Fengjie Wang +4
Data visualization is essential for data analysis and communication, yet creating expressive visualizations remains labor-intensive. Recent AI-driven ``vibe coding'' tools enable u…
Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation
Can Liu, Sizhe Cheng, Feng Liang +4
With the rise of mobile-first consumption, users increasingly engage with data visualizations on mobile devices. However, the vast majority of existing visualizations are originall…
MindTrellis: Co-Creating Knowledge Structures with AI through Interactive Visual Exploration
Xiang Li, Cara Li, Emily Kuang +2
Knowledge workers face increasing challenges in synthesizing information from multiple documents into structured conceptual understanding. This process is inherently iterative: use…
From Static to Interactive: Authoring Interactive Visualizations via Natural Language
Can Liu, Jaeuk Lee, Tianhe Chen +3
Interactivity is crucial for effective data visualizations. However, it is often challenging to implement interactions for existing static visualizations, since the underlying code…
ReVis: Towards Reusable Image-Based Visualizations with MLLMs
Xiaolin Wen, Changlin Li, Manusha Karunathilaka +3
Many expressive visualizations are shared online only as bitmap images, making them difficult to redesign or adapt to new data. Reusing such image-based visualizations requires sub…