Dojun Hwang

About

I am a first-year master's student in the Department of Computer Science and Engineering at Korea University, where I research data mining as a member of IDEA Lab (Intelligent Data Science and Applications).

My current research interest is LLM-based recommender systems. More broadly, I am drawn to problems at the intersection of information retrieval and language models: how to surface the right information from an overwhelming amount of it, and how to tailor that to each person's context.

Publications

Profiling What Matters: Context-Aware Item Profiles from Large-Scale Metadata for LLM Recommenders

Dojun Hwang, Seunghan Lee, Cheonyoung Park, Sara Yu and SeongKu Kang

In 35th International ACM Conference on Knowledge and Information Management (CIKM 2026)

[arXiv]

Others

Tutorial

Continual Recommender Systems: A Focus on LLMs and Evolving Trends

Seunghan Lee, Seunghyun Baek, Dojun Hwang, Hyunsik Yoo, and SeongKu Kang

In 31st International Conference on Database Systems for Advanced Applications (DASFAA 2026)

[Link]

Education

Contact

• Email [email protected]
• GitHub github.com/rgbeing
• LinkedIn linkedin.com/in/dojun-hwang