Data Intelligence System Lab (DISLab)

Department of Industrial and Systems Engineering & Graduate School of Data Science, KAIST, South Korea

인턴십은 상시 모집이며, 관심 있는 학생은 아래 양식을 작성해 주세요 (Internship applications are accepted on a rolling basis. If you are interested, please complete the form below) [Link].

Project 1

Welcome to DISLab. We are dedicated to pioneering advancements in the field of artificial intelligence (AI), with a clear focus on data-centric approaches. Rather than relying solely on model optimization, our vision is to enhance the performance, reliability, and trustworthiness of AI systems by improving the data quality, data structure, and data utilization.

Currently, at DISLab, we aim to build trustworthy Agentic AI systems capable of reasoning, acting, and adapting in complex real-world settings. Our research centers around the following key areas:

  • Human-AI Alignment: Aligning large language models (LLMs) with human intent through feedback modeling, preference learning, and evaluation-oriented data design.
  • Collaborative Intelligence: Enabling AI agents to make informed decisions by accessing and utilizing external knowledge, such as in retrieval-augmented generation (RAG), with an emphasis on structured and relevant information.
  • Data Quality & Robustness: Improving AI performance by focusing on learning from imperfect data, handling noisy or low-resource conditions, and enabling continual and online adaptation in real-world environments.
  • Automated Evaluation: Developing scalable automatic evaluation frameworks that reflect human judgment, to assess the outputs and behaviors of generative AI models effectively.

Please refer to the "Join" tab if you are interested in applying for Intern, MS, PhD, or PostDoc positions. We encourage prospective members to complete a 3–6 month internship prior to officially joining the lab.

We are not recruiting MS/PhD students for Spring 2026, as all positions have been filled. If you are interested in joining our lab for graduate studies, we strongly encourage you to apply for an internship first, as priority will be given to those with prior research experience in our group.

You can catch up our recent research interest on our Youtube channel.

News

Aug 21, 2025 Two papers on Long Document Comprehension and Recommender System using LLMs were accepted at EMNLP 2025.
Aug 6, 2025 Hwanjun was invited as a Keynote Speaker at the International Workshop on Retrieval-Driven Generative AI & ScienceON AI Challenge, held as part of the CIKM conference.
Jul 21, 2025 Hwanjun was nominated as an Area Chair at AAAI 2026, responsible for handling 100 submissions.
Jul 8, 2025 A paper on Reflective Reasoning for Text Summarization was accepted at COLM 2025.
Jun 26, 2025 A paper on Data Condensation with Noisy Labels was accepted at ICCV 2025.
Jun 21, 2025 Our two MS students, Yuho Lee and Taewon Yun, successfully passed their MS dissertation defense. Congratulations to both of them!
Jun 14, 2025 Hwanjun was nomiated as Area Chair at ICLR 2026 following NeurIPS 2025 and ICLR 2025.