IEEE

Are Requirements Really All You Need? Using LLMs to Generate Configuration Code: A Case Study in Automotive Simulations

Abstract: Large Language Models (LLMs) are taking many industries by storm. They possess impressive reasoning abilities and are capable of handling complex problems, as shown by their steadily ...
GitHub

VizBot: Graph Generation Using Multi-Agent LLM Models to Derive Space Insights

A dissertation project implementing VizBot, a natural language to SQL chatbot that connects to PostgreSQL, generates interactive visualizations, and derives insights using Large Language Models (LLMs) ...
Journal of Medical Internet Research

Large Language Model–Driven Knowledge Graph Construction in Sepsis Care Using Multicenter Clinical Databases: Development and Usability Study

Conclusions: This study represents a pioneering effort in using LLMs, particularly GPT-4.0, to construct a comprehensive sepsis knowledge graph. The innovative application of prompt engineering, ...
IEEE

GSpect: Spectral Filtering for Cross-Scale Graph Classification

Abstract: Identifying structures in common forms the basis for networked systems design and optimization. However, real structures represented by graphs are often of varying sizes, leading to the low ...