Currenty, I am a research intern at Machine Learning and Intelligence Lab (MLILAB) at KAIST. Before joining KAIST, I received my Master’s degree from the Visual Artificial Intelligence Lab (VAILAB) at Kyung Hee University in 2025, advised by Prof. Jung Uk Kim. I also worked with Prof. Gyeong-Moon Park through collaborative research. I received my B.S. in Software Convergence from the Kyung Hee University in 2024.

My work aims to address key challenges in multimodal learning and data-centric AI.

Specifically, I focus on building user-friendly and real-world applicable multimodal systems.

🔥 News

2025.08: 🎉🎉 Received M.S. degree from Kyung Hee University!
2025.05: 🎉🎉 One paper got accepted to IEEE TMM
2024.12: 🎉🎉 One paper got accepted to AAAI 2025

📝 Publications

International Conference

• Multispectral Pedestrian Detection with Sparsely Annotated Label
  

  Chan Lee*, Seungho Shin*, Gyeong-Moon Park^†, Jung Uk Kim^† (*Equal contribution, ^†Corresponding author)
  The 39th Annual AAAI Conference on Artificial Intelligence (AAAI) 2025, [paper]

• User-Controllable Dense Video Captioning: A Large-Scale Benchmark and Framework
  

  Seungho Shin*, Sung Jin Um*, Gyeong-Moon Park^†, Jung Uk Kim^† (*Equal contribution, ^†Corresponding author)
  Submitted to ICLR 2026 [paper]

International Journal

• SSMPD: Semi-Supervised Learning for Multispectral Pedestrian Detection
  

  Seungho Shin*, Chan Lee*, Gyeong-Moon Park^†, Jung Uk Kim^† (*Equal contribution, ^†Corresponding author)
  IEEE Transactions on Multimedia (TMM) [IF = 9.7, JCR Top 2.7% ] [paper]

🏆 Honors and Awards

• 2023.12: KHUGGLE 2023 (from AI Factory, Kyung Hee University, IITP), 10-Shot Image Generation, (3rd place)

📖 Educations

• 2024.03 - 2025.08, M.S. in Artificial Intelligence, Kyung Hee University.
• 2018.03 - 2024.02, B.S. in Software Convergence, Kyung Hee University.

🧑‍🏫 Teaching

Teaching Assistant

• Software Engineering (Spring 2025)
• Web/Python Programming (Fall 2024)
• Artificial Intelligence and Ethics (Spring 2024)

🧾 Academic Services

Reviewer

• IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)