🙃 About Me

I am a M.S. student in Electrical Engineering at KAIST, advised by Prof. Joon Son Chung. My research focuses on large language models, multimodal learning, and speech processing. Here is my CV.
My current interests lie in understanding how Omni-LLMs process and integrate audio-visual information, and in developing models that enable natural speech interaction. More broadly, I aim to advance multimodal language models with seamless and human-like perceptual and conversational abilities.

📖 Educations

• 2025.09 - Present: M.S. in Electrical Engineering. Korea Advanced Institute of Science and Technology (KAIST)
  Advisor: Prof. Joon Son Chung
• 2022.03 - 2025.02: B.S. in Computer Science; Statistics (Double Major). Inha University
  Graduated in 6 Semesters

📝 Publications

*: equal contribution

• On the Nature of Attention Sink that Shapes Decoding Strategy in Omni-LLMs
  Suho Yoo*, Youngjoon Jang*, Joon Son Chung
  arXiv 2026 [paper]
• Speculative End-Turn Detector for Efficient Speech Chatbot Assistant
  Hyunjong Ok, Suho Yoo, Jaeho Lee
  ACL 2026 [paper]
• AuditoryBench++: Can Language Models Understand Auditory Knowledge without Hearing?
  Hyunjong Ok*, Suho Yoo*, Hyeonjun Kim, Jaeho Lee
  ICASSP 2026 [paper] Oral
• Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models
  Suho Yoo*, Hyunjong Ok*, Jaeho Lee
  ACL Findings 2025 [paper]
• AudioBERT: Audio Knowledge Augmented Language Model
  Hyunjong Ok*, Suho Yoo*, Jaeho Lee
  ICASSP 2025 [paper]

💻 Experiences

• 2024.06 - 2025.05: Research Intern. Efficient Learning Lab @ POSTECH
• 2024.07 - 2024.08: International Collegiate Challenge for AI-Assisted Society. University of Warwick, UK
• 2023.09 - 2023.11: Google for Developers Machine Learning Bootcamp. Google Korea

🎖 Honors and Awards

• 2025.12: National Science and Technology Scholarship (M.S. Track). KOSAF
• 2024.11: Outstanding Paper Award. Korean Artificial Intelligence Association
• 2024.08: 3rd Prize. International Collegiate Challenge for AI-Assisted Society
• 2024.03: Academic Excellence Award and Scholarship. Inha University
• 2023.09: Academic Excellence Award and Scholarship. Inha University
• 2023.09: Foundation Scholarship. KT Hope Sharing Foundation