Chung, S., Talebpour, A.* (2026) Universal Quantum Transformer. (Under review) [arXiv]
Chung, S., Zhang, Y., Li, N., Monzer, D., Hamdar, S. H., Talebpour, A.* (2026) Data is All You Need: Markov Chain Car-Following (MC-CF) Model. (Under review) [arXiv]
Chung, S., Radvand, T., Talebpour, A.* (2026) Evolution of Lane-Changing Behavior in Mixed Traffic: A Quantum Game Theory Approach. (Under review) [arXiv]
Chung, S., Talebpour, A.*, Hamdar, S. H. (2025) Characterizing Lane-Changing Behavior in Mixed Traffic. (Under review) [arXiv]
Zhang, Y., Chung, S., Li, N., Monzer, D., Mahmassani, H. S., Hamdar, S. H., Talebpour, A.* (2025) Can the Waymo Open Motion Dataset Support Realistic Behavioral Modeling? A Validation Study with Naturalistic Trajectories. (Under review) [arXiv]
Chung, S., Ka, D., Min, G., Lee, C.* (2026) Gap Setting Control of ACC-Equipped Vehicles for Enhancing Traffic Flow: Deep Reinforcement Learning Approach. IET Intelligent Transport Systems, 20(1), e70204. [Link]
Chung, S., Ka, D., Kim, Y., Lee, C.* (2024) Gap setting control strategy for connected and automated vehicles in freeway lane‐drop bottlenecks. IET Intelligent Transport Systems, 18(12), 2641-2659. [Link]
Chung, S., Lee, J., Kim, Y., Lee, C.* (2023) Analysis of Influence Area of Speed Camera in School Zone Based on Survival Analysis. Journal of Korean Society of Transportation, 41(4), 425-439. [Link]
Kim, Y., Lee, J., Chung, S., Lee, C.* (2023) Analysis of the Effectiveness of Tunnel Traffic Safety Information Service Using RADAR Data Based on Surrogate Safety Measures. The Journal of the Korea Institute of Intelligent Transport Systems, 22(3), 73-87. [Link]
Min, G., Ka, D., Chung, S., Lee, C.* (2023) Development of an Explainable Traffic Flow Prediction Model Using Shapley Additive Explanation and Elliptic Bivariate Relationship. Journal of Korean Society of Transportation, 41(2), 239-253. [Link]
Chung, S., Zhang, Y., Talebpour, A.* (2026) OpenCF: A standardized benchmark for car-following model evaluation. Submitted to IEEE Intelligent Transportation Systems Conference (ITSC). (Accepted)
Bafandkar, S., Chung, S., Khosravian, H., & Talebpour, A.* (2025). PAPPL: Personalized AI-Powered Progressive Learning Platform. arXiv preprint arXiv:2508.14109. [Link]
Chung, S., Talebpour, A.* & Hamdar, S. H. (2025). Characterizing Lane-Changing Behavior in Mixed Traffic. Paper presented at The 105th Transportation Research Board (TRB) Annual Meeting, Washington D.C., United States.
Chung, S., Ka, D., Kim, Y., Lee, C.* (2023) CAV Gap Setting Control Strategy for Freeway Lane-Drop Bottlenecks. Paper presented at The 103rd Transportation Research Board (TRB) Annual Meeting, Washington D.C., United States.
Chung, S., Ka, D., Lee, C., Lee, J.* (2023) Stochastic User Equilibrium Model for Demand Distribution Between Urban Air Mobility and Ground Transportation Networks. Paper presented at The 27th International Conference of the Hong Kong Society for Transportation Studies (HKSTS), Hong Kong.
Chung, S., Ka, D., Lee, C.* (2022) Exploring the Relationship Between Distance Settings of ACC Vehicles and String Stability. Paper presented at The 86th Korean Society of Transportation Conference, Gyeongju, Republic of Korea.
Chung, S., Lee, J., Moh, D., Lee, C.* (2022) Spatio-Temporal Short-Term Traffic Flow Forecasting Using KNN and SVR in Urban Network. Paper presented at The KITS International Conference 2022, Jeju, Republic of Korea.
Chung, S., Jung, J., Moh, D., Lee, C.* (2019) Developing Taxi Route Based Sub-Area Partitioning Method Using Taxi DTG Data. Paper presented at The 81st Korean Society of Transportation Conference, Yeosu, Republic of Korea.