About me

Hello! I am Independent Researcher. I recently obtained my M.S. in Computer Science from Sogang University, where I focused on computer vision and deep learning.

My research primarily focuses on building highly efficient vision models and diagnosing/resolving structural or algorithmic bottlenecks to bridge the gap between theoretical models and practical hardware deployment.

And also, I am interested in Representation Editing and Parameter-Efficient Fine-Tuning to learn or unlearn specific knowledge from model, and currently research how to isolate and eliminate domain bias, achieving domain-agnostic semantic alignment.

Driven by curiosity and a passion for community-driven AI, I am always open to new research collaborations, discussions, and academic opportunities. Feel free to reach out if you would like to discuss potential projects or simply connect!

🎓 Looking for Opportunities: I am currently seeking a Ph.D. program to join in Fall 2027.

News

• Jun 2026: 🎉 Our paper CUST has been accepted to ECCV 2026!
• Apr 2026: I have started my job at Mazda Motor Corporation.
• Aug 2025: 🎉 Our paper LMLT has been accepted to ICCV 2025 Workshop!
• Aug 2024: Graduated with an M.S. in Computer Science from Sogang University.

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Publications

📄 International Conferences

• CUST : Clustered Unit-level Similarity Transformer for Lightweight Image Super-Resolution
  Jeongsoo Kim
  European Conference on Computer Vision (ECCV), 2026.
  [Paper] [Code]

• LMLT : Low-to-high Multi-Level Vision Transformer for Lightweight Image Super-Resolution
  Jeongsoo Kim , Jongho Nang, Junsuk Choe*
  Workshop of International Conference on Computer Vision (ICCV), 2025.
  [Paper] [Code]

🌐 Preprints

• SeoUL: Semantic-Centric Alignment for Universal Cross-Domain Retrieval with Multimodal Large Language Models
  Under Peer Review, 2026.

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🔍 Review (or Academic Service)

• Journal Reviewer
  • IEEE Transactions on Image Processing (TIP)

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🎓 Education

• M.S. in Computer Science, Sogang University, 2024
  • Specialization: Computer Vision & Deep Learning
• B.S. in Computer Science, Chinese Culture, Sogang University, 2022

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Links

• 🔗 Google Scholar
• 💻 GitHub Profile
• ✉️ Email