team

Members of AIBA Lab

Faculty

Donghyuk Shin

Donghyuk Shin

Associate Professor
KAIST College of Business (School of Management Engineering)
dhs@kaist.ac.kr · Personal Website

I am an Associate Professor in the College of Business (School of Management Engineering) at the Korea Advanced Institute of Science and Technology (KAIST). My research interests lie at the intersection of machine learning (ML) and information systems. Topics of interest include but are not limited to artificial intelligence, digital platforms, educational technology, and their business and societal impacts. In my research, I use ML, econometric analysis, and randomized field experiments. Prior to joining KAIST, I was an Assistant Professor of Information Systems at the W. P. Carey School of Business, Arizona State University (2019–2024). Before that, I served as a Machine Learning Scientist at Amazon Web Services (2016–2019), where I developed and implemented ML systems to understand and serve customer needs on the world's largest Cloud platform. I obtained my Ph.D. in Computer Science from the University of Texas at Austin under the supervision of Prof. Inderjit S. Dhillon. During my graduate studies, I had also closely worked with Prof. Andrew B. Whinston and spent time at Yahoo! Research (2014) and Amazon (2013).

Research Areas: Artificial Intelligence, Economics of AI and IT, AI/ML Applications, Digital Platforms

Education: Ph.D. in Computer Science, The University of Texas at Austin

Career:

  • Associate Professor, KAIST (2024~Present)
  • Assistant Professor, Arizona State University (2019~2024)
  • Machine Learning Scientist, Amazon Web Services (2016~2019)

Industry Advisory: POSCO Holdings Inc. (N.EX.T Hub, AI Lab), AI Advisory Council, 2024


Ph.D. Students

Jaehyeong Park
Jaehyeong Park

IT/AI

Junha Baek
Junha Baek

Generative AI

Gaon Kim
Gaon Kim

Financial AI

Youngjun Yu
Youngjun Yu

IT/AI

Taehyeon An
Taehyeon An

AI Agent

Seohyun Kim
Seohyun Kim

Healthcare AI

Suhyeon Lee
Suhyeon Lee

LLM


M.S. Students

Woohyun Park
Woohyun Park

Platform


Undergraduate Researcher

Yeonwoo Seo
Yeonwoo Seo

Causal ML


Alumni

Woojeong Yoo
Woojeong Yoo

M.S. 2025 · PwC