Wooseong Yang

About

I am a third-year Ph.D. student in the Computer Science at the University of Illinois at Chicago, advised by Prof. Philip S. Yu, and a member of the Big Data and Social Computing Lab.

My research interests lie in large language models (LLMs), LLM-based agents, and recommender systems. I’ve been working on developing LLM-driven recommendation frameworks that incorporate reasoning, knowledge modeling, and generation, with the goal of enhancing the flexibility and intelligence of recommendation systems.

For details on my research and publications, see my Curriculum Vitae (PDF).

I earned my M.S. in Computer Science at the University of Texas at Dallas, where I worked on domain-specific pre-trained language models under Prof. Latifur Khan (see Master's Thesis).

I also hold an M.S. and B.S. in Industrial Engineering from Sungkyunkwan University, where I discovered my passion for data mining and recommender systems under Prof. Mye Sohn’s supervision. During that time, I completed the AI Program at the Language Technologies Institute at Carnegie Mellon University.

Publications

Publications

[2025]

[2024]

[2023]

[2020]

Education

Ph.D. in Computer Science Aug. 2023 - (ongoing)
University of Illinois at Chicago (UIC)
Chicago, IL, US
M.S. in Computer Science, Aug. 2023
University of Texas at Dallas (UTD)
Richardson, TX, US
M.S. in Industrial Engineering, Feb. 2021
Sungkyunkwan University
Seoul, Republic of Korea
Visiting Scholar in Language Technologies Institute, Jan. to Jul. 2020
Carnegie Mellon University
Pittsburgh, PA, US

B.S. in Systems Management Engineering, Feb. 2019
Sungkyunkwan University
Seoul, Republic of Korea

Work Experience

Research Assistant @ UIC, Aug. 2023 - (ongoing)
Chicago, Illinois, USA

Teaching Assistant @ UTD, Jan. to May. 2023
Dallas, USA

Undergraduate Intern @ MyCelebs, Jun. to Aug. 2016
Seoul, Republic of Korea