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Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability


Sep 14, 2022
Dongmin Hyun, Chanyoung Park, Junsu Cho, Hwanjo Yu

* CIKM 2022 

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LTE4G: Long-Tail Experts for Graph Neural Networks


Aug 22, 2022
Sukwon Yun, Kibum Kim, Kanghoon Yoon, Chanyoung Park

* Accepted by CIKM 2022 

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Relational Self-Supervised Learning on Graphs


Aug 21, 2022
Namkyeong Lee, Dongmin Hyun, Junseok Lee, Chanyoung Park

* CIKM 2022 

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AHP: Learning to Negative Sample for Hyperedge Prediction


Apr 15, 2022
Hyunjin Hwang, Seungwoo Lee, Chanyoung Park, Kijung Shin

* To be published in the Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022) 

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GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment


Apr 07, 2022
Junseok Lee, Yunhak Oh, Yeonjun In, Namkyeong Lee, Dongmin Hyun, Chanyoung Park

* SIGIR 2022(Short Paper) 

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Shift-Robust Node Classification via Graph Adversarial Clustering


Mar 07, 2022
Qi Zhu, Chao Zhang, Chanyoung Park, Carl Yang, Jiawei Han


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Augmentation-Free Self-Supervised Learning on Graphs


Dec 07, 2021
Namkyeong Lee, Junseok Lee, Chanyoung Park

* AAAI 2022 

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Learnable Structural Semantic Readout for Graph Classification


Nov 22, 2021
Dongha Lee, Su Kim, Seonghyeon Lee, Chanyoung Park, Hwanjo Yu

* ICDM 2021. 10 pages, 8 figures 

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Bootstrapping User and Item Representations for One-Class Collaborative Filtering


May 13, 2021
Dongha Lee, SeongKu Kang, Hyunjun Ju, Chanyoung Park, Hwanjo Yu

* SIGIR 2021. 9 pages + references (1 page). 6 figures 

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