Hello
, I am a 3rd-year Ph.D student in School of Computing at KAIST, advised by Professor Sung-eui Yoon. I received MS from POSTECH and my bachelor’s degree from the university of sheffield.
I love a good story, whether it comes from a film or a book. My research brings this interest to video understanding, from short clips to full-length films and live streams, and from what a scene shows to what a story implies. My current research interests are:
- Long-form video understanding: narrative-level reasoning over films and series.
- Implicit meaning in video: interpreting metaphor across diverse video formats.
- Modeling time in video-language models: positional encoding for long and unbounded video.
News
- (07/2026) Our paper accepted at ECCV 2026
- (10/2025) Our team won the 1st place in Grounded VideoQA - Perception Test @ICCV2025
- (09/2025) I received Ph.D fellowship from NRF
- (07/2022) Our paper accepted at ECCV 2022.
- (06/2020) Our team won the 1st place in WSOL - LID challenge @CVPR 2020
- (07/2019) Our paper accepted at ICCV 2019.
Selected Publications
[3] What You Ask is What You Ground: Bridging Question Intent to Temporal Evidence for Grounded VideoQA.
Jinhwan Seo, Kyubeom Han, Jumin Lee, Junhyug Noh*, Sung-eui Yoon*
ECCV 2026 - paper | project page | code
[2] Object Discovery via Contrastive Learning for Weakly Supervised Object Detection.
Jinhwan Seo, Wonho Bae, Danica J. Sutherland, Junhyug Noh*, Daijin Kim*
ECCV 2022 - paper | project page | code | bibtex
[1] Better to Follow, Follow to be Better: Towards Precise Supervision of Feature Super-Resolution for Small Object Detection.
Junhyug Noh, Wonho Bae, Wonhee Lee, Jinhwan Seo, Gunhee Kim
ICCV 2019 - paper | bibtex
Professional Activities
Conference Reviewer
- CVPR (2023-current)
- ICCV/ECCV (2023-current)
Honors & Awards
- (10/2025) 1st place in Grounded VideoQA - Perception Test @ICCV2025
- (09/2025) Recipient of Ph.D. Fellowship, NRF
- (06/2020) 2nd place in WSSS - LID @CVPR2020
- (06/2020) 1st place in WSOL - LID @CVPR2020