Projects
Here are some projects I have worked. You can find the code for most of them on GitHub.
We present SceneLoom, a VLM-powered system that enables context-aware coordination between data visualizations and real-world imagery to support expressive communication.
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.
We propose a framework for integrating fine-tuned LLMs into domain-specific visualization systems. Tailor-Mind applies this framework in education to facilitate self-regulated learning.
TransforLearn is an interactive visual tutorial tool that helps beginners learn the Transformer model through architecture-driven and task-driven explorations.
We evaluate LLM-generated analogies in biology and physics with two-phrase studies, and presents a system to help teachers generate and refine analogies.
SimSpark is an interactive system supporting simulation algorithms and interactive visual interfaces for creating small simulated social media platforms with customizable characters and social environments.
FinDecipher is interactive financial data decision‑making visual analysis system based on DuPont analysis and LLMs.
This project uses graph theory and community detection algorithms to mine sub-graphs and identify core assets and connections, enhancing governance through a strategic visual analysis framework.
This project addresses atmospheric pollution dispersion with a topology-based backward trajectory tracing algorithm. It includes a visual analysis system for real-time feedback, handling high-dimensional time-series data and supporting meteorological research.