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21
Research
LLM-Powered Voice-Controlled Immersive Data Visualization in Unity
A VR network visualization system using voice commands and LLM-powered agents to transform natural language into Neo4j queries, enabling interactive graph exploration through categorical coloring, shape encoding, and dynamic layouts.
Application
LLM2Graph – Multi-Channel Explanation System for LLM Code Review
LLM explanations are often fluent but unreliable, making them difficult to verify. This project converts LLM outputs into structured Claim–Evidence–Assumption graphs, improving verification accuracy and reducing false acceptance in debugging tasks.



















