Bryan Sangwoo Kim

About Me

I am an incoming Ph.D. student at Stanford University, Computer Science Department, starting Fall 2026. Before that, I did my M.S. at KAIST AI, advised by Prof. Jong Chul Ye. I earned my B.S. in Computer Science and Biological Sciences (Double Major) from KAIST in Feb. 2024.

I have a broad interest in generative models that work across various modalities (images, video, text) and their applications. Much of my recent research involves using such multimodal systems to drive tangible solutions for practical, real-world challenges. Please refer to my CV for details.

I’m greatly interested in any research collaborations. Please feel free to contact me!

News

• [2025.12] I was awarded Best Master Student of the Year at BISPL.
• [2025.09] A paper (Chain-of-Zoom) is accepted to NeurIPS 2025 as a Spotlight paper.
• [2025.06] 2 papers (FlowDPS, Free²Guide) are accepted to ICCV 2025.
• [2025.02] A paper (VideoGuide) is accepted to CVPR 2025.
• [2024.03] I started M.S. at KAIST Graduate School of AI. (Advisor: Prof. Jong Chul Ye)

Publications

Preprints

Patents

• Method for Image Super-Resolution and Apparatus
  Jong Chul Ye, Bryan Sangwoo Kim, Jeongsol Kim
  Korean Patent, Filed, No. 10-2025-0112631, 2025
  US Patent Application in Process

Awards and Honors

• BISPL Best Master Student Award, KAIST BISPL, 2025
• Best Poster Presentation Award (Multimodal Division), KoSAIM, 2025
• KAIST Graduate Scholarship, KAIST, 2024-2025
• KAIST Department Honors Scholarship (Department Valedictorian), KAIST, 2020
• National Excellence Scholarship (Natural Sciences & Engineering), KOSAF, 2020-2023
• KAIST Dean's List, KAIST, 2018
• KAIST Presidential Fellowship (KPF), Honor Society of KAIST, 2018-2024
• KAIST Undergraduate Scholarship, KAIST, 2018-2019
• Hansung Scholarship for Gifted Students ($10,000), Hansung Son Jae-han Foundation, 2016

Research Projects (Government/Industry Funded)

• Acquisition of 3D Precise Information of Microstructure and Development of Authoring Technology for Ultra-high Precision Cultural Restoration
  Ministry of Culture, Sports and Tourism (South Korea), 2024-2025
  Project Leader & Main Researcher
• Development of a PPG-based Respiratory Rate Prediction Algorithm
  Skylabs Co., 2024-2025
  Project Leader & Main Researcher
• Development of ECG-based Seizure Prediction, Detection, Post-Detection Models
  Skylabs Co., 2024
  Project Leader & Main Researcher

Teaching Experience

• Teaching Assistant, KAIST, AI618 Generative Models and Unsupervised Learning, 2025
• Teaching Assistant, SK mySUNI Education Platform, 2025
• Teaching Assistant, Samsung Financial Networks, 2025
• Teaching Assistant & Mentor, KSOP (KAIST Science Outreach Program), 2020
• Teaching Assistant & Mentor, Hansung Scholarship Summer Camp, 2019

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