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

Professional Presentations and Workshops

• 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

• GenerativeAI 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

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

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

• Reviewer, Scientific Report, Apr 2023 – Present.

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

• 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, Jul 2022 – Present.

• Reviewer, Transport Policy, May 2022 – Present.

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