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ALADDIN: Asymmetric Centralized Training for Distributed Deep Learning Go to Link open access

Ko, Yunyong; Choi, Kibong; Jei, Hyunseung; Lee, Dongwon; Kim, Sang-Wook

ArticleIssue Date2021CitationInternational Conference on Information and Knowledge Management, Proceedings, pp.863 - 872PublisherAssociation for Computing Machinery

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CROWN: A Novel Approach to Comprehending Users’ Preferences for Accurate Personalized News Recommendation Go to Link

Ko, Yunyong; Ryu, Seongeun; Kim, Sang-Wook

ArticleIssue Date2025CitationWWW 2025 - Proceedings of the ACM Web Conference, pp 1911 - 1921PublisherAssociation for Computing Machinery, Inc

SCIESCOPUS

Enhancing Hyperedge Prediction With Context-Aware Self-Supervised Learning Go to Link

Ko, Yunyong; Tong, Hanghang; Kim, Sang-Wook

ArticleIssue Date2025CitationIEEE Transactions on Knowledge and Data Engineering, v.37, no.4, pp 1772 - 1784PublisherInstitute of Electrical and Electronics Engineers

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HearHere: Mitigating Echo Chambers in News Consumption through an AI-based Web System Go to Link

Jeon, Youngseung; Kim, Jaehoon; Park, Sohyun; Ko, Yunyong; Ryu, Seongeun; Kim, Sang-Wook; Han, Kyungsik

ArticleIssue Date2024CitationProceedings of the ACM on Human-Computer Interaction, v.8, no.1, pp 1 - 34PublisherAssociation for Computing Machinery (ACM)

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HyGEN: Regularizing Negative Hyperedge Generation for Accurate Hyperedge Prediction Go to Link

Yu, Song Kyung; Lee, Da Eun; Ko, Yunyong; Kim, Sang-Wook

ArticleIssue Date2025CitationWWW Companion 2025 - Companion Proceedings of the ACM Web Conference 2025, pp 1500 - 1504PublisherAssociation for Computing Machinery, Inc

SCOPUS

Is This News Still Interesting to You?: Lifetime-aware Interest Matching for News Recommendation Go to Link open access

Ryu, Seongeun; Ko, Yunyong; Kim, Sangwook

ArticleIssue Date2025CitationCIKM 2025 - Proceedings of the 34th ACM International Conference on Information and Knowledge Management, pp 2515 - 2524PublisherAssociation for Computing Machinery, Inc

SCOPUS

Learning Short-Term and Long-Term Patterns of High-Order Dynamics in Real-World Networks Go to Link open access

Ko, Yunyong; Lee, Da-eun; Yu, Song Kyung; Kim, Sangwook

ArticleIssue Date2025CitationCIKM 2025 - Proceedings of the 34th ACM International Conference on Information and Knowledge Management, pp 4900 - 4904PublisherAssociation for Computing Machinery, Inc

SCOPUS

MASCOT: A Quantization Framework for Efficient Matrix Factorization in Recommender Systems Go to Link

Ko, Yunyong; Yu, Jae-Seo; Bae, Hong-Kyun; Park, Yongjun; Lee, Dongwon; Kim, Sang-Wook

ArticleIssue Date2022Citation2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021), v.2021-Decem, pp.290 - 299PublisherIEEE COMPUTER SOC

SCOPUS

Not All Layers Are Equal: A Layer-Wise Adaptive Approach Toward Large-Scale DNN Training Go to Link

Ko, Yunyong; Lee, Dongwon; Kim, Ssng Wook

ArticleIssue Date2022CitationWWW 2022 - Proceedings of the ACM Web Conference 2022, pp.1851 - 1859PublisherAssociation for Computing Machinery, Inc

SCOPUS

SAGE: A Storage-Based Approach for Scalable and Efficient Sparse Generalized Matrix-Matrix Multiplication Go to Link

Jang, Myung-Hwan; Ko, Yunyong; Gwon, Hyuck-Moo; Jo, Ikhyeon; Park, Yongjun; Kim, Sang-Wook

ArticleIssue Date2023CitationInternational Conference on Information and Knowledge Management, Proceedings, pp 923 - 933PublisherAssociation for Computing Machinery

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Browsing by Ko, YunyongAuthor

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