基本信息
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职业迁徙
个人简介
Our lab is primarily interested in (1) recommendation systems, (2) information retrieval, (3) data mining, (4) natural language processing, and (5) machine learning algorithms. Specifically, our research aims at improving user personalization by developing core models and algorithms on Web applications such as recommendation systems and search engines. Also, we study developing more sophisticated machine learning models that effectively learn noisy and biased data. Over the past three years, we published several papers in top-tier international conferences (e.g., WWW, ICDM, SIGIR, CIKM, WSDM, NAACL, CVPR) in data mining, information retrieval, natural language processing, and machine learning research areas.
Honors and Awards
2nd Ranking, ACM RecSys Challenge 2018
Postdoctoral Fellowship, National Research Foundation of Korea, 2013
Dean's Best Ph.D. Thesis Award, Dept of Computer Science and Engineering, POSTECH, 2012
Silver Medal, 18th Humantech Thesis Award, Samsung Electronics, 2011
Silver Medal, 17th Humantech Thesis Award, Samsung Electronics, 2010
Best Teaching Assistant Award (for CSED421 Database Systems), Dept of Computer Science and Engineering, POSTECH, 2010
Research Fellowship, Microsoft Research Asia, 2009
Student Travel Award, KDD 2009
Research Fellowship (for Ph.D. tuition and stipend), Korea Foundation for Advanced Studies, Sep 2006 ~ Feb 2011
Honors and Awards
2nd Ranking, ACM RecSys Challenge 2018
Postdoctoral Fellowship, National Research Foundation of Korea, 2013
Dean's Best Ph.D. Thesis Award, Dept of Computer Science and Engineering, POSTECH, 2012
Silver Medal, 18th Humantech Thesis Award, Samsung Electronics, 2011
Silver Medal, 17th Humantech Thesis Award, Samsung Electronics, 2010
Best Teaching Assistant Award (for CSED421 Database Systems), Dept of Computer Science and Engineering, POSTECH, 2010
Research Fellowship, Microsoft Research Asia, 2009
Student Travel Award, KDD 2009
Research Fellowship (for Ph.D. tuition and stipend), Korea Foundation for Advanced Studies, Sep 2006 ~ Feb 2011
研究兴趣
论文共 48 篇作者统计合作学者相似作者
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Sungjune Kim,Seongjun Yun,Jongwuk Lee, Gyusam Chang, Wonseok Roh, Dae-Neung Sohn,Jung-Tae Lee,Hogun Park,Sangpil Kim
INFORMATION SCIENCES (2024): 119760-119760
Journal of KIISEno. 4 (2024): 352-361
arxiv(2024)
crossref(2024)
정보과학회논문지no. 6 (2023): 511-520
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정보과학회논문지no. 4 (2023): 329-336
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PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2023 (2023): 2034-2043
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