Research outputs

Presentations and
work in progress.

Public outputs are listed conservatively: conference presentations and active projects are separated from peer-reviewed publications.

Conference presentations

2025–26

LLM-agent-based RP–SP simulation for emerging mobility demand

Poster presentations · Korean Society of Transportation and Korean ITS Society conferences

PosterTravel behavior

Work in progress

Ongoing

City-scale LLM agents as synthetic respondents for new mobility services

KAIST TUPA Lab · travel behavior, paired SP surveys, behavioral alignment, and population-scale response simulation

ResearchLLM agents
Ongoing

Vehicle–infrastructure cooperative world models at signalized intersections

KAIST TUPA Lab · Physical AI, cooperative autonomous driving, and model-based decision-making

ResearchWorld models