Joonseok Lee

2025

doi dblp
Local Large Language Models for Recommendation.
Yujin Jeon|Jooyoung Kim|Joonseok Lee
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Joint Object Detection and Sound Source Separation.
Sunyoo Kim|Yunjeong Choi|Doyeon Lee|Seoyoung Lee|Eunyi Lyou|Seungju Kim|Junhyug Noh|Joonseok Lee
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
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Graph Spectral Filtering with Chebyshev Interpolation for Recommendation.
Chanwoo Kim|Jinkyu Sung|Yebonn Han|Joonseok Lee
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2024

doi dblp
Content-based Graph Reconstruction for Cold-start Item Recommendation.
Jinri Kim|Eungi Kim|Kwangeun Yeo|Yujin Jeon|Chanwoo Kim|Sewon Lee|Joonseok Lee
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2022

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MuLan: A Joint Embedding of Music Audio and Natural Language.
Qingqing Huang|Aren Jansen|Joonseok Lee|Ravi Ganti|Judith Yue Li|Daniel P. W. Ellis
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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Bilateral Self-unbiased Learning from Biased Implicit Feedback.
Jae-woong Lee|Seongmin Park|Joonseok Lee|Jongwuk Lee
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
S-Walk: Accurate and Scalable Session-based Recommendation with Random Walks.
Minjin Choi|Jinhong Kim|Joonseok Lee|Hyunjung Shim|Jongwuk Lee
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

2021

doi dblp
Local Collaborative Autoencoders.
Minjin Choi|Yoonki Jeong|Joonseok Lee|Jongwuk Lee
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
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Session-aware Linear Item-Item Models for Session-based Recommendation.
Minjin Choi|Jinhong Kim|Joonseok Lee|Hyunjung Shim|Jongwuk Lee
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2014

doi dblp
Local collaborative ranking.
Joonseok Lee|Samy Bengio|Seungyeon Kim|Guy Lebanon|Yoram Singer
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014

2013

doi dblp
Learning multiple-question decision trees for cold-start recommendation.
Mingxuan Sun|Fuxin Li|Joonseok Lee|Ke Zhou|Guy Lebanon|Hongyuan Zha
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013