About

I am a second-year Ph.D. student in Computer Engineering at the University of Southern California (USC), advised by Prof. C.-C. Jay Kuo and Prof. Peter Beerel. This summer, I am a Student Researcher at Google in Cambridge, MA.

Research Interests

I work broadly on video generation, world models, and 3D visual perception. I am particularly interested in building systems that can synthesize long-form, temporally coherent video grounded in a deep understanding of the 3D world. I am also interested in video understanding and multimodal LLMs. Currently, I am working on novel view synthesis at Google.

Video Generation World Models 3D Visual Perception Novel View Synthesis Video Understanding Multimodal LLMs
Experience
Google
Student Researcher
2026 – Present
USC
Ph.D. Student
2024 – Present
KAIST
M.S. Student
2022 – 2024
News
2026
  • Jun. MemRoPE accepted to ECCV 2026.
  • May EVIDENT preprint on cross-domain video temporal grounding released.
  • May Gave an invited talk "Toward Infinite Video Generation" at eBay. Talk
  • May Joined Google as a Student Researcher (PhD intern) in Cambridge, MA.
  • Apr. Two papers accepted to ICMLW 2026 (Rethinking Layer Redundancy; Beyond the Mean).
  • Mar. SlotVTG accepted to CVPRW 2026.
  • Feb. Outstanding Poster Presentation Award at IPIU 2026. ★ Award
  • Feb. MemRoPE preprint on training-free infinite video generation released.
2025
  • Dec. Perturbation-Aware Training preprint released.
  • Oct. FATA accepted to WACV 2025.
2024
  • Aug. Started Ph.D. at USC.
  • Aug. BESTTA accepted to ECCVW 2024 (Vision-Centric Autonomous Driving).
  • Jul. DEVIAS accepted to ECCV 2024 as an Oral presentation (2.3% acceptance rate). ★ Oral
  • Jul. MetaWeather accepted to ECCV 2024.
  • Jun. Best Paper Award at Korea Computer Congress. ★ Award
Publications

* denotes equal contribution

EVIDENT Pre-Print
{Geo Ahn*, Jiwook Han*, Youngrae Kim*}, Joonseok Lee, Jinwoo Choi
Pre-Print
MemRoPE ECCV 2026
Youngrae Kim*, Qixin Hu*, C.-C. Jay Kuo, Peter Beerel
European Conference on Computer Vision (ECCV) 2026
FATA WACV 2025
{Yeonggeol Cho*, Youngrae Kim*}, Junho Yoon, Seunghoon Hong, Dongman Lee
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025
DEVIAS ECCV 2024 Oral
Youngrae Kim*, Kyungho Bae*, Geo Ahn*, Jinwoo Choi
European Conference on Computer Vision (ECCV) 2024 ★ Oral · 2.3%
MetaWeather ECCV 2024
Youngrae Kim*, Yeonggeol Cho*, Thanh-Tung Nguyen, Seunghoon Hong, Dongman Lee
European Conference on Computer Vision (ECCV) 2024
ERVSR WACV 2023
Youngrae Kim*, Jinsu Lim*, Hoonhee Cho*, Minji Lee*, Dongman Lee, Kuk-Jin Yoon, Ho-Jin Choi
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023 ★ Oral
Academic Services
Conference Reviewer
  • CVPR 2024, 2025, 2026
  • ECCV 2026
  • NeurIPS 2026
  • AAAI 2025, 2026
  • WACV 2025
  • BMVC 2026
  • IEEE TCSVT
Invited Talk
  • "Toward Infinite Video Generation"
    eBay · May 2026
Teaching
  • Teaching Assistant · CS206 Data Structure, KAIST Fall 2022
  • Teaching Assistant · CS330 Operating System, KAIST Spring 2022