Hyeonseo Lee

I’m Research Student in the Perceptual AI Lab at Chung-Ang University
#Vision-Language #Domain Generalization #Image/Video Retrieval
I’m passionate about multi-modal AI research, particularly at the intersection of vision and language understanding. My work focuses on image and video retrieval, domain generalization, and robust representation learning. I am interested in developing scalable learning systems that can understand complex relationships across heterogeneous modalities and generalize effectively to unseen domains.

Publications

International Journal/Conference

• [2025] Domain Generalization for Person Re-identification: A Survey Towards Domain-Agnostic Person Matching, NeuroComputing, vol. 649, pp. 130763-130782, Oct. 07, 2025 (ISSN: 0925-2312), Hyeonseo Lee, Juhyun Park, Jihyong Oh, and Chanho Eom.
  SCI Top 20%, Impact Factor: 6.5
  Links: arXiv Paper Project page

Domestic Journal/Conference

• [2025] 텍스트를 활용한 범용적 사람 재식별을 위한 표현자 학습 연구, Fall Annual Conference of IEIE, Nov. 28, 2025, Hyeonseo Lee and Chanho Eom.
  Excellence Paper Award
  

• [2025] 인공지능을 활용한 메타버스기반 몰입형 예술 전시 플랫폼 구현, Summer Annual Conference of IEIE, Jun. 27, 2025, Juhyun Park, Seongtae Hwang, Youngchae Kim, Giyeol Kim, Hyeonseo Lee, Gyuwon Han, Uksang Jang, Jongwon Choi, Jinwan Park, and Chanho Eom.

• [2025] Enhancing Motion Fluidity and Visual Consistency in Film Production with AI Generative Models, Moving Image and Technology (MINT), vol. 5, no. 3, pp.1-8, Dec. 31, 2025 (ISSN: 2799-8177), Hyeonseo Lee, Changhyun Roh, Jihyong Oh, and Chanho Eom.

Patent

Experiences

Reviewer

• [2024] Reviewer, European Conference on Computer Vision (ECCV)
• [2025] Reviewer, IEEE/CVF International Conference on Computer Vision (ICCV)
• [2025] Reviewer, Advances in Neural Information Processing Systems (NeurIPS)
• [2025] Reviewer, AAAI Conference on Artificial Intelligence (AAAI)
• [2026] Reviewer, Annual Meeting of the Association for Computational Linguistics (ACL)