Projects

We propose a proactive visual analytics frameowork that utilizes LLM-powered UI agent to help users with context-aware assistance proactively. The agent can conduct interactive and visual reasoning in visualization system.

LightVA is a lightweight VA framework through human-agent collaboration based on LLM agent-based task planning and execution.

LEVA is a framework that integrates LLMs to enhance user’s visual analytics workflow in three pivotal stages: onboarding, exploration, and summarization.

ContextWing is a visual analytics system which support pair-wise comparison in social media data streams.