Research output per year
Research output per year
Personal profile
Education
(Ph.D.) 2012 포항공과대학교 컴퓨터공학과
(B.S.) 2006 성균관대학교 정보통신공학부
Professional Experience
2016.09 – 현재 성균관대학교 소프트웨어학과 교수
2014.09 – 2016.08 한국외국어대학교 컴퓨터공학과 교수
2012.12 – 2014.8 The Pensylvania State University, 박사 후 연구원
2012.03 – 2014.11 포항공과대학교, 박사 후 연구원
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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DIFF: Dual Side-Information Filtering and Fusion for Sequential Recommendation
Kim, H. Y., Choi, M., Lee, S., Baek, I. & Lee, J., 13 Jul 2025, SIGIR 2025 - Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1624-1633 10 p. (SIGIR 2025 - Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
DUET: Dually guided knowledge distillation from explicit feedback
Bae, H. K., Kim, J., Lee, J. & Kim, S. W., Aug 2025, In: Information Fusion. 120, 103098.Research output: Contribution to journal › Article › peer-review
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Linear Item-Item Model with Neural Knowledge for Session-based Recommendation
Choi, M., Lee, S., Park, S. & Lee, J., 13 Jul 2025, SIGIR 2025 - Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1666-1675 10 p. (SIGIR 2025 - Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Temporal Linear Item-Item Model for Sequential Recommendation
Park, S., Yoon, M., Choi, M. & Lee, J., 10 Mar 2025, WSDM 2025 - Proceedings of the 18th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 354-362 9 p. (WSDM 2025 - Proceedings of the 18th ACM International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access5 Scopus citations -
Why is Normalization Necessary for Linear Recommenders?
Park, S., Yoon, M., Kim, H. Y. & Lee, J., 13 Jul 2025, SIGIR 2025 - Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 2142-2151 10 p. (SIGIR 2025 - Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Scopus citations