Reserach Projects

PI & Co-PI & Collaborator 

• [In Progress] A Study on De-Identification Techniques and Legal System Improvements for Privacy Protection in Individual-Level Mobility Data
  Role: Co-PI
  Fund: 30 Million KRW,  Jul 2025 - Mar 2026
  Agency: The Korea Transport Institute 

• [In Progress] A Study on Methods for Segmenting Road Traffic Volume Databases by Vehicle Type, Size, and Fuel Type Using Generative AI in the Development of Carbon Spatial Mapping-Based Planning Support Technologies
  Role: PI
  Fund: 30 Million KRW,  May 2025 - Sep 2025
  Agency: The Korea Transport Institute

• [In Progress] Travel Demand Forecasting Based on Structural Causal Models Using Generative AI and Large Language Models
  Role: PI
  Fund: 1 Billion KRW,  Mar 2025 - Feb 2030
  Agency: National Research Foundation of Korea (Excellent Early-Career Research)

• [In Progress] Comprehensive Reorganization Plan for Seoul City Bus Route System
  Role: Collaborator
  Fund: 40 Million KRW,  Nov 2024 - Feb 2026
  Agency: Seoul Metropolitan Government, Seoul City Bus Transportation Association, T-Money 

• [In Progress] Generative Artificial Intelligence for Activity-based Travel Demand Forecasting
  Role: Collaborator
  Fund: 300 Million KRW, Jun 2024 - May 2027
  Agency: National Research Foundation of Korea (Mid-Career Research-International Collaboration: NUS-Ajou-CAU)

• [In Progress] A Study on the Establishment of a Mobility Innovation Service Model on the Highway
  Role: Collaborator
  Fund: 70 Million KRW, Apr 2024 - Aug 2025
  Agency: Korea Expressway Corporation

• Development of DRT Trip Generation Model for Traffic Simulation
  Role: PI
  Fund: 30 Million KRW, Jan 2024 - Jun 2024
  Agency: Studio G

• Development and Application of Multimodal Deep Learning for the Generation of Traffic Information in Sensor-Uninstalled Sections
  Role: Collaborator
  Fund: 100 Million KRW, Jun 2023 - Nov 2024
  Agency: Korea Expressway Corporation Research Institute

• Generative Artificial Intelligence to Fuse Mobility Datasets for Activity-based Travel Demand Forecasting
  Role: PI
  Fund: 87.5 Million KRW, Jun 2023 - Feb 2025
  Agency: National Research Foundation of Korea (Basic Research) 

• Advancing Travel Behaviour Models Using Neurophysiological Data
  Role: PI
  Fund: 45 Million KRW, Sep 2022 - Feb 2023  (Suspension due to the appointment as an Assistant Professor)
  Agency: National Research Foundation of Korea (Research Program for Cultivating Follow-up Generation of Science and Engineering) 

• Development of an Image-based Parallel Transportation System for Collecting and Estimating Network-wide Microscopic Traffic Data using a Generative Adversarial Network
  Role: PI
  Fund: 48 Million KRW, Mar 2019 - Feb2021
  Agency:  Seoul National University (Next Generation of Fundamental Studies)