DANG VIET ANH NGUYEN

Working Papers

• Robustness of Reinforcement Learning-Based Traffic Signal Control under Incidents: A Comparative Study
  Nguyen, D. V. A. et al.
  In preparation.
• Multi-Graph Inductive Representation Learning for Large-Scale Urban Rail Demand Prediction under Disruptions
  Nguyen, D. V. A. et al.
  Under review.
• Two-echelon covering tour vehicle routing problem for post-disaster aid
  Nguyen, D. V. A. et al.
  Major revision.
• A Multimodal Analysis of Electric Mobility Adoption
  Nguyen, D. V. A. et al.
  Under review.

Journal Papers

• Deep reinforcement learning for solving the stochastic e-waste collection problem
  Nguyen, D. V. A., Gunawan, A., Misir, M., Hui, L. K., & Vansteenwegen, P.
  European Journal of Operational Research, 2025.

Conference Papers

• Large-scale demand prediction in urban rail using multi-graph inductive representation learning
  Nguyen, D. V. A., Flensburg, J. V., Cerreto, F., Pascariu, B., Pellegrini, P., Azevedo, C. L., & Rodrigues, F.
  104th Annual Meeting of the Transportation Research Board, 2025
  Lectern Session: Emerging Behaviors of Urban Rail Transit Passengers - A Global Scan
• GRASP reinforced by Evolutionary Path-relinking for two-echelon covering tour vehicle routing problem
  Nguyen, D. V. A., R. Piplani, A. Gunawan
  33rd European Conference on Operational Research, 2024
  Oral Presentation
• Q-Learning Based Framework for Solving the Stochastic E-waste Collection Problem
  Nguyen, D. V. A., A. Gunawan, M. Misir, P. Vansteenwegen
  24th European Conference on Evolutionary Computation in Combinatorial Optimisation, 2024
  Lecture Notes in Computer Science (LNCS)
• ExploreLah: Personalised and Smart Trip Planner for Mobile Tourism
  Gunawan, A., Hoe, S. L., Lim, X. Y., Tran, L. C., & Nguyen, D. V. A.
  2023 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 0923–0927, 2023
• GRASP solution approach for the e-waste collection problem
  Gunawan, A., Nguyen, D. V. A., Nguyen, P. K. M., & Vansteenwegen, P.
  International Conference on Computational Logistics, 2023
  Lecture Notes in Computer Science (LNCS)
• The heterogeneous vehicle routing problem with multiple time windows for the e-waste collection problem
  Gunawan, A., Nguyen, M. P. K., Vincent, F. Y., & Nguyen, D. V. A.
  2023 IEEE 19th International Conference on Automation Science and Engineering (CASE), pp. 1–6, 2023
• GRASP based metaheuristic to solve the mixed fleet e-waste collection route planning problem
  Gunawan, A., Nguyen, D. V. A., Nguyen, P. K. M., & Vansteenwegen, P.
  17th International Congress on Logistics and SCM Systems, 2023
  Oral Presentation

Thesis

• Two-echelon vehicle routing problem for post-disaster aid
  Dang Viet Anh Nguyen
  Nanyang Technological University, 2022