Eui-Jin Kim (김의진)

Education

• Seoul National University, South Korea (Mar 2016 – Feb 2021)

Integrated MA/Ph.D., Department of Civil & Environmental Engineering (Advisor: Prof. Dong-Kyu Kim)

Thesis Title: A Deep Generative Modeling Framework for Synthesizing Individual-specific Activity Schedule

Committee: Prof. Seung-Young Kho, Prof. Chungwon Lee, Prof. Keemin Sohn, and Prof. Jinhee Kim

• Seoul National University, South Korea (Mar 2010 – Feb 2016)

BSc, Department of Civil & Environmental Engineering

Honors and Awards

• Outstanding Research Professor, Ajou University, 2025 

• Outstanding Teaching Professor, Ajou University, 2024

• Outstanding Research Professor, Ajou University, 2024 

• Outstanding Research Professor, Ajou University, 2023 

• Yongtaek Lim Award (Outstanding Ph.D. Dissertation Competition), MESH, 2024

• Outstanding Paper Award, The 40th Anniversary International Conference of the Korean Society of Transportation, 2022

• Outstanding Paper Award, The 85th Conference of Korean Society of Transportation, 2021

• Outstanding Paper Award, The 81th Conference of Korean Society of Transportation, 2019

• Outstanding Paper Award, The 2018 Korea Institute of ITS Fall Conference, 2018

• Outstanding Paper Award, The 79th Conference of Korean Society of Transportation, 2018

• Outstanding Paper Award, The 2016 Korea Institute of ITS Spring Conference, 2016

Invited Talks

• Generative Data Fusion of Travel Survey and Smart Card Data for Heterogeneous Activity Schedule Generation (Presentation link)
  IATBR Webinar: The Role of Emerging LBS Data in Travel Demand Modeling, Oct 2025
  International Association for Travel Behaviour Research (IATBR)

• Opening the Black Box of AI for Travel Demand Forecasting: Limitations and Opportunities (Korean) (Presentation link)
  Core-YSC Session, The 93rd Conference of Korean Society of Transportation, Sep 2025
  Korean Society of Transportation, South Korea

• Collaborative Generative Adversarial Networks (CollaGAN)  for Mobility Data Fusion to Generate Heterogeneous Activity Schedules
  in Urban Digital Twins (Presentation link)
  Future Cities Laboratory Global Seminar, Jan 2025
  National University of Singapore, Singapore

• Generative AI for Travel Demand Forecasting and Its Application to Digital Twin (Korean) (Presentation link)
  KOTI-KST YSC Joint Seminar, Oct 2024
  The Korea Transport Institute, South Korea 

• Demand Forecasting for Future Vehicles from the Perspective of Transportation Planning (Korean) (Presentation link)
  The 3rd Co-Week Academy, Jul 2024
  Keimyung  University, South Korea

• Generative AI for Transportation Planning in Smart City (Presentation link).
  Smart City Innovative Human Resources Development Project, Apr 2024
  Pusan National University, South Korea

• Lattice Network: A New Flexible and Partially Monotonic Discrete Choice Model (Presentation link).
  Advance in Travel Behavior Research, Korea-Japan Networking Seminar in Transportation Research, Mar 2024
  Yonsei University, South Korea

• Generative AI for Travel Demand Forecasting: Disaggregated, Data-driven, and Data-fusion (Presentation link).
  KAIST Seminar of Fall 2023, Oct 2023
  KAIST, South Korea

• Smart Mobility Service and Data (Korean) (Presentation link)
  The 2nd Co-Week Academy, Jul 2023
  Konkuk University, South Korea

• Eliciting and Modeling Decoy Effects on Electric Vehicle Adoption Preference of Ride-hailing Drivers in Singapore (Presentation link)
  The 6th China-Korea Joint Seminar on Sustainable Transportation System, Jun 2023
  Chang'an University, China

• A Deep Learning for Travel Demand Forecasting: Data-driven and Data-fusion Approach (Korean) (Presentation link)
  Research Seminar, Feb 2023
  The Korea Transport Institute, South Korea 

• Advancing Deep Neural Network Based On Theory-driven Behavioral Knowledge (Presentation link)

2022 Future-Shaping ACE (Architecture, Civil, and Environment) Congress, Nov 2022
BK21 FOUR R&E Center for Civil, Environmental, and Architectural Engineering, Korea University, South Korea

• A Deep Generative Model for Feasible and Diverse Population Synthesis (Presentation link)
  33rd KKHTCNN Symposium on Civil Engineering, Nov 2022
  Department of Civil & Environmental Engineering, National University of Singapore, Singapore

• Domain-knowledge-based Regularization For Deep Neural Networks (Presentation link)
  Research Seminar, Nov 2022
  School of Civil and Environmental Engineering, Urban Design and Studies, Chung-Ang University, South Korea 

• AI-based Travel Demand Model for Smart Mobility (Korean) (Presentation link)
  Research Seminar, Nov 2021
  The Korea Transport Institute, South Korea 

• Vision-based Traffic Data Collection for UAV images (Korean) (Presentation link)
  Research Seminar, May 2021
  The Korea Transport Institute, South Korea 

• Travel Demand Model for Future Transportation System: Data-driven and Data-fusion Approach (Korean) (Presentation link)
  Research Seminar, Feb 2021
  The Seoul Institute, South Korea

Professional Activities

• Editorial Board Editors, Korean Society of Transportation (KST), Mar 2023 – Present.

• Chair,  Mobility Innovation Committee, The Korean Institute of Intelligent Transport Systems (KITS), Jan 2024 – Dec 2024.

• Reviewer, Transportation Research Part A, Aug 2023 – Present.

• Reviewer, Transportation Research Part B, Sep 2023 – Present.

• Reviewer, Transportation Research Part C, Aug 2022 – Present.

• Reviewer, Transportation Research Part D, Aug 2024 – Present.

• Reviewer, Transportation, Jul 2022 – Present.

• Reviewer, Transport Policy, May 2022 – Present.

• Reviewer, Transportation Research Board (TRB), Aug 2021 – Present.

• Reviewer, IEEE Transactions on Intelligent Transportation Systems, Feb 2024 – Present.

• Reviewer, Scientific Report, Apr 2023 – Present.

• Reviewer, Engineering Applications of Artificial Intelligence, Nov 2022 – Present.