Publications

Papers and presentations

• Under reviewBeyond Choice Prediction: A Multidimensional Evaluation of Behavioral Alignment in Fine-Tuned LLM-Based Travel Behavior Models

  C. Moon, K. Zhang, J. Oh, I. Kim, J. Kim

  Transportation Research Part C: Emerging Technologies

• OralOral presentation of the work above

  ITS World Congress 2026, Gangneung, Korea · scheduled for Oct 22, 2026

• PosterForecasting Demand Before Introducing New Mobility Services under Choice-Set Expansion: RP–SP Anchoring and Latent Restoration

  C. Moon, S. Moon, I. Kim, J. Kim

  Korean Society of Transportation Conference, 2026 · 페르소나–LLM 정렬 기반 자율주행 택시 수요예측 프레임워크 제안: RP–SP 통합과 개인 잠재상태 전이