Sung-Yeon Park

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Hello, I’m a second-year PhD student at Purdue Digital Twin Lab, supervised by Prof. Ziran Wang. I received both my Bachelor’s and Master’s degrees in Civil Engineering from Seoul National University in Korea.

My research focuses on 3D/4D scene understanding and language-conditioned world models, with particular interest in Gaussian splatting and multi-modal LLMs. I’d like to advance autonomous driving through making perception and planning more interactive, explainable, and trustworthy.

news

Oct 02, 2025 🚀 Excited to share our latest work: SIMSplat
Jul 22, 2025 🎉 NuPlanQA is accepted to ICCV 2025!
Aug 12, 2024 Joined Purdue Digital Twin Lab as PhD student
May 01, 2024 🦙 Invited to Global Llama Community Summit at Meta’s headquarters in Menlo Park

selected publications

  1. Preprint
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    SIMSplat: Predictive Driving Scene Editing with Language-aligned 4D Gaussian Splatting
    Sung-Yeon Park, Adam Lee, Juanwu Lu, and 6 more authors
    2025
  2. ICCV
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    NuPlanQA: A Large-Scale Dataset and Benchmark for Multi-View Driving Scene Understanding in Multi-Modal Large Language Models
    Sung-Yeon Park, Can Cui, Yunsheng Ma, and 4 more authors
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2025
  3. WACV
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    VLAAD: Vision and Language Assistant for Autonomous Driving
    SungYeon Park, MinJae Lee, JiHyuk Kang, and 5 more authors
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024