Profile
Hi, I am Kanghoon Yoon, and I am Ph.D student in KAIST, department of industrial engineering & system.
Now, I belong to Data Science and Artificial Intelligence Lab (DSAIL) directed by Prof. Chanyoung Park.
My major research interest are as follows:
- Vision and Large Language Model
- Vision Relationship Understanding (Scene Understanding)
- Efficient LLM and Speculative Decoding
- Graph Representation Learning
- Adversarial Attack and Robustness on Deep Learning
Feel free to contacting me through the email: ykhoon08@kaist.ac.kr, Twitter, and LinkedIn
News
Jan, 2025 A paper got accepted at ICLR 2025.
Dec, 2024 A paper got accepted at AAAI 2025.
Oct, 2024 A paper got accepted at WSDM 2025.
Jul, 2024 A paper got accepted at CIKM 2024.
Jul, 2024 A paper got accepted at ECCV 2024.
June, 2024 I joined Qualcomm AI (San Diego) as an internship.
Mar, 2024 A paper got accepted at CVPR 2024.
Jan, 2024 A paper got accepted at WWW 2024.
Jan, 2024 My first-author paper got accepted at ICLR 2024.
Dec, 2023 I recently participated in Korea Software Congress to present the top conference session.
Academic Services
Journal reviewer of ACM Knowledge Discovery from Data (Jan-Dec, 2024)
Conference reviewer of KDD'25, AAAI-25, KDD'24 (Jan-Dec, 2024)
Conference reviewer of AAAI-24 (Jan-Dec, 2023)
Invited Talk
Korea Software Congress I gave a talk at the top conference session of the Korea Software Congress (Dec, 2023)
Korea Computer Congress I gave a talk at the top conference session of the Korea Computer Congress (Aug, 2023)
Education
KAIST Ph.D, Dept. of Industrial and Systems Engineering (2021-2025)
KAIST M.S, Dept. of Industrial and Systems Engineering (2019-2021)
Hanyang University B.S, Mathematics (2013-2019)
Working Experience
Qualcomm AI Research Intern, San Diego (Jun-Sep, 2024)