I'm a Ph.D. Candidate of Data Mining Lab at Seoul National University. My research interests include recommender system and data mining. I’m currently advised by Prof. U Kang.

CV.pdf

<aside> 🎓 Data Mining Lab Seoul National University

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<aside> 💡 Recommender System

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<aside> ✉️ [email protected]

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Education

Seoul National University

Seoul, Republic of Korea ( Sep 2021- Current) Ph.D. Candidate in the Graduate School of Artificial Intelligence.

Hankuk University of Foreign Studies

Seoul, Republic of Korea ( Feb 2016- Feb 2021 ) B.S in German Education & Software Convergence.

Publications

Conferences

Aggregately Diversified Bundle Recommendation via Popularity Debiasing and Configuration-aware Reranking

Hyunsik Jeon, Jongjin Kim, Jaeri Lee, Jong-eun Lee, and U Kang Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023, Osaka, Japan. [Paper] [Summary]

Diversely Regularized Matrix Factorization for Accurate and Aggregately Diversified Recommendation

Jongjin Kim, Hyunsik Jeon, Jaeri Lee, and U Kang Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023, Osaka, Japan. [Paper] [Summary]

Accurate Action Recommendation for Smart Home via Two-Level Encoders and Commonsense Knowledge

Hyunsik Jeon, Jongjin Kim, Hoyoung Yoon, Jaeri Lee, and U Kang ACM International Conference on Information and Knowledge Management (CIKM), 2022, Atlanta, Georgia, USA. [Paper] [Summary]

Patents

A Simple yet Effective Method and Apparatus for Maximizing Category Diversity in Sequential Recommendation

Jaeri Lee and U Kang Filed 29 Nov 2023.