I am a Ph.D. student at KAIST AI and a research intern at NVIDIA. My research focuses on spatial and 4D understanding for vision–language models — equipping them with fine-grained motion perception (4DP-QA) and agentic spatial reasoning (SpatialClaw). This direction builds on my work on Track Any Point (point tracking) and its applications to 3D and 4D video understanding and reconstruction.

I have had the opportunity to intern at NVIDIA and Adobe, where I was honored to work with inspiring mentors, including Orazio Gallo, Abhishek Badki, Hang Su, and Jindong Jiang at NVIDIA, as well as Joon-Young Lee and Gabriel Huang at Adobe. I am currently working with Ryo Hachiuma and Min-Hung Chen at NVIDIA Research in Taiwan.

News

  • Jun 2026Serving as an Area Chair for the NeurIPS 2026 Evaluations and Datasets Track.
  • Jun 2026Selected as an Outstanding Reviewer for CVPR 2026.
  • Jun 20264 papers accepted to CVPR 2026.
  • Jan 2026Started a research internship at NVIDIA Research in Taipei, Taiwan (Remote).
  • Nov 2025Selected as a finalist for the Qualcomm Innovation Fellowship 2025.

Publications

* denotes equal contribution. Selected work

2026

2025

Seurat: From Moving Points to Depth

Seokju Cho, Jiahui Huang, Seungryong Kim, Joon-Young Lee

CVPR, 2025 · Highlight (3.0% acceptance rate)

Work done during my internship at Adobe. Selected as a Qualcomm Innovation Fellowship 2025 finalist.

Project Page arXiv

2024

2023

2022

2021

Experience

NVIDIA Research Research Intern · Taipei, Taiwan (Remote)

Jan 2026 – Present

Mentors: Ryo Hachiuma and Min-Hung Chen

NVIDIA Research Research Intern · Santa Clara, CA, USA

Jun 2025 – Nov 2025

Mentors: Orazio Gallo, Abhishek Badki, Hang Su, and Jindong Jiang

Adobe Research Research Scientist Intern · San Jose, CA, USA

Jun 2024 – Sep 2024

Mentors: Gabriel Huang and Joon-Young Lee

Adobe Research Research Scientist Intern · San Jose, CA, USA

Jun 2023 – Sep 2023

Mentors: Joon-Young Lee and Gabriel Huang

Education

KAIST Integrated M.S./Ph.D. in Artificial Intelligence · Seoul, Korea

2024 – 2027 (exp.)

Korea University Integrated M.S./Ph.D. in Computer Science and Engineering · Seoul, Korea

2022 – 2024

Transferred to KAIST with supervisor (degree incomplete).

Yonsei University B.S. in Computer Science · Seoul, Korea

2018 – 2022

Awards & Honors

  • Jun 2026Outstanding Reviewer, CVPR 2026
  • Nov 2025Qualcomm Innovation Fellowship Finalist
  • Jun 2024Google East Asia Student Travel Grant for CVPR
  • Sep 20213rd Place Award, AI Online Competition — Ministry of Science and ICT & National IT Industry Promotion Agency (₩300M prize)

Academic Service

  • 2026Area Chair: NeurIPS Evaluations and Datasets Track
  • 2025Reviewer: CVPR, ICCV, NeurIPS, WACV
  • 2024Reviewer: CVPR, ECCV
  • 2023Reviewer: CVPR, NeurIPS