Yeongho Lee

Contact Info

E-mail: yeongholee@unist.ac.kr

Education

  • M.S in Artificial Intelligence Graduate School, UNIST, Ulsan, Korea, Feb. 2024
  • B.S in Industrial Engineering (Major) and Computer Science and Engineering (Minor), UNIST, Ulsan, Korea, Feb. 2022

Research Interests

  • Causal Inference
  • Bandit Algorithm
  • Recommender System
  • Machine Learning Platform
  • Big Data Analytic Platform

Publications

  • To be updated in the near future

Research

  • Statistical Decision Making Lab at UNIST (Feb. 2022 - Feb.2024)

    • Graduate Research Intern (Advisor: Prof. Gi-Soo Kim)

  • Statistical Decision Making Lab at UNIST (Jan. 2021 - Feb. 2022)

    • Undergraduate Research Intern (Advisor: Prof. Gi-Soo Kim)

Activity

  • Statistical Computing Teaching Assistant(2022 Fall Semester)

    • Graduate Research Intern (Advisor: Prof. Gi-Soo Kim)

  • UNIST Novatus Academia Teaching Assistant(2022 Spring Semester)

    • Graduate Research Intern (Advisor: Prof. Gi-Soo Kim)

Domestic Conference

  • Causal inference based lifestyle coaching system for thyroid disease patients when Lifestyle Variables are Continuous.(대한산업공학회 2023 추계학술대회)[github]

    • Lee, Y., Kim, J., Shin, K., Kang, M., Kwon, Y., Kim, S., Kim, G.S. and Moon, J.H.

  • Causal inference based lifestyle coaching system for thyroid disease patients when Lifestyle Variables are Continuous.(한국통계학회 2023년 하계학술논문발표회(Won the 2nd prize of poster session))[github]

    • Lee, Y., Kim, J., Shin, K., Kang, M., Kwon, Y., Kim, S., Kim, G.S. and Moon, J.H.

  • Causal inference based lifestyle coaching system for thyroid disease patients.(춘계 대한의료인공지능학회)[github]

    • Kang, M., Kwon, Y., Shin, K., Lee, J., Kim, J., Lee, Y., Kim, G.S. and Moon, J.H

  • Causal inference based lifestyle coaching system for thyroid disease patients.(대한산업공학회 2022 춘계학술대회)[github]

    • Kang, M., Kwon, Y., Shin, K., Lee, J., Kim, J., Lee, Y., Kim, G.S. and Moon, J.H

  • Text2SQL: 자연어 Query로 통계데이터에 Aggregation 및 Join 적용하기(The 11th Offical Statistics and Methodology Symposium, Statistics Korea, Poster Paper.)

    • Kim, J. H., Kwon, Y. I., Lee, Y. H., An, B. W., Kim, J. W., Kim, G. S.

Course Projects

  • 2022 Fall Machine Learning Fundamental(Graduate)

    • "Multi-armed Bandit algorithm for clustering"[github]

  • 2021 Spring Principle of Deep Learning (Undergraduate)

    • "Twitter RecSys Challenge 2021" [github][github]

  • 2021 Spring IE450 Project Lab (Undergraduate)

    • "Collaborative Filtering for Recommendation System using Yahoo! Music User Ratings"[github]

  • 2021 Spring IE460 Applied Machine Learning(Undergraduate)

    • "Animation recommender using content-based methods"[github]

Lab Projects

  • 2022 Spring - 2023 Winter (Graduate)

    • "Causal inference based lifestyle coaching system for thyroid disease patients when Lifestyle Variables are Continuous"

  • 2021 Summer - 2022 Summer

    • "Causal inference based lifestyle coaching system for thyroid disease patients."

Personal Projects

  • Paper readings

    • Research Papers I read [github]

  • Kaggle

    • jane-street-market-prediction[github]

  • Others

    • Udacity Nanodegree[github]

    2021 AICP "Weighted Ordinal baNDit for strEaming Recommender System"[github]

    UPK Datascience Contest 1th[github]

Contacts

yeongho.lee.dev@gmail.com

github