Professor : Kyungsu Kim, PhD

Kyungsu Kim received his B.S. and M.S. degrees in Electrical and Computer Engineering from Seoul National University, Seoul, Korea, in 2011 and 2013, respectively, graduating with distinction in his undergraduate studies and receiving the Distinguished M.S. Dissertation Award. He earned his Ph.D. in Electrical Engineering from the Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea, in 2019. From 2019 to 2020, he was a postdoctoral researcher at the Graduate School of Artificial Intelligence at KAIST, which was ranked 5th globally in Computer Science/AI in 2021. From 2020 to 2022, he served as a Principal Investigator (PI) Researcher at the Medical AI Research Center at Samsung Medical Center, Seoul, Korea. Concurrently, from 2021 to 2023, he held a joint appointment as a Research Professor at the Sungkyunkwan University School of Medicine. From 2023 to 2024, he was a Postdoctoral Research Fellow in AI/ML at Massachusetts General Hospital and Harvard Medical School. Since 2024, he has been serving as an Assistant Professor at Seoul National University (SNU). He has recently published over 30 papers in top-tier AI conferences and journals, including the top five AI conferences: CVPR, NeurIPS, ICLR, ECCV, and ICCV.

• B.S. Electrical and Computer Engineering, Seoul National University, Republic of Korea

• M.S. Electrical and Computer Engineering, Seoul National University, Republic of Korea

• Ph.D. Electrical Engineering, Korea Advanced Institute of Science and Technology, Republic of Korea

• Postdoctoral Research Fellow / Sep. 2019 to July 2020

• Kim Jaechul Graduate School of AI, KAIST, Republic of Korea

• Principal Researcher / Aug. 2020 to Dec. 2022

• AI Research Center, Samsung Medical Center, Republic of Korea

• Research Professor / Aug. 2021 to June 2023

• School of Medicine, Sungkyunkwan University, Republic of Korea

• Postdoctoral Research Associate / Jan. 2023  to Aug. 2024

• Massachusetts General Hospital and Harvard Medical School, USA

• Kempner Institute, Harvard University, USA

• Assistant Professor / Sep. 2024 ~ Present

• School of Transdisciplinary Innovations and School of Medicine, Seoul National University, Republic of Korea

Core AI

• Multimodal AI 

• Generative/Diffusion AI 

• 3D/4D Reconstruction & Inverse Problem AI 

• Causality/Biomarker Discovery AI 

• Debiasing & Fairness AI 

• Neural Kernel & Bayesian Theory-based AI (Generalizability & Uncertainty Quantification)

• Natural Language AI  

• Unsupervised Anomaly Localization AI 

• Hardware-efficient Distillation AI

Biomedical AI 

• Molecular & Protein Engineering AI 

• Pathology & Genomic AI 

• Radiology AI 

• Ultrasound AI 

• Medical Language Model & Medical Human Computer Interaction AI

• College of Medicine & Hospital, Seoul National University, Seoul, South Korea

• College of Pharmacy, Seoul National University, Seoul, South Korea

• Massachusetts General Hospital and Harvard Medical School, Boston, USA

• Mclean Hospital and Harvard Medical School, Boston, USA

• Mayo Clinic, Floria, USA

• Johns Hopkins Department of Biomedical Engineering, Baltimore, USA

• Samsung Electronics DS R&D Center, San Jose, California, USA 

• Stanford University, California, USA

• Samsung Medical Center, Seoul, South Korea 

• KAIST AI Research Institute, Daejeon & Seoul, South Korea

• Calici, Houston, Texas, USA

• OGQ-GYN, Seoul, South Korea

• JPI Healthcare, Seoul, South Korea 

• Tomocube, Daejeon, South Korea

Advanced AI Analysis Equipment

• NVIDIA A100 / A6000 / ETC

IT/Network Equipment

• NAS