Jungeun Lee

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I am a Ph.D. student in Electrical Engineering at Ulsan National Institute of Science and Technology (UNIST), under the supervision of Prof. Jeong hwan Jeon. I am a currently a visiting graduate researcher at University of California, Los Angeles (UCLA), advised by Prof. Youngseo Kim.

My research focuses on multi-agent coordination, reinforcement learning, optimization, and safe control for large-scale mobility systems. I aim to bridge theoretical foundation in optimization with practical reinforcement learning frameworks to enable sustainable and scalable autonomous mobility systems.

News

Aug 21, 2026 :bell: I’ll be at ACC (May, New Orleans), L4DC (June, LA), INFORMS TSL (July, Cambridge), and IJCAI (Aug, Bremen). If you’re around, let’s grab a coffee ☕️
May 29, 2026 :tada: Our paper, “STAR: Spatio-Temporal Attention Rebalancing for Eco-Friendly Autonomous Mobility-on-Demand Systems,” has been accepted to IJCAI 2026!
Apr 30, 2026 :tada: Our paper, “CAffNet: Hard Constraint-Affine Neural Networks,” has been accepted to ICML 2026!
Jan 31, 2026 :tada: Our paper, “Prior-Constrained Explorative Guidance for Generalization in Diffusion Motion Planning,” has been accepted to ICRA 2026!
Jan 23, 2026 :tada: Our paper, “Safe Trajectory Planning with Bernstein Polynomials Under Control Barrier Function Constraints,” has been accepted to ACC 2026!