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Metropolis-Hastings Data Augmentation for Graph Neural Networks

Mar 26, 2022
Hyeonjin Park, Seunghun Lee, Sihyeon Kim, Jinyoung Park, Jisu Jeong, Kyung-Min Kim, Jung-Woo Ha, Hyunwoo J. Kim

* 10 pages, 5 figures 

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Scaling Law for Recommendation Models: Towards General-purpose User Representations

Dec 01, 2021
Kyuyong Shin, Hanock Kwak, Kyung-Min Kim, Su Young Kim, Max Nihlen Ramstrom, Jisu Jeong

* 11 pages, 6 figures, 5 tables 

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Intent-based Product Collections for E-commerce using Pretrained Language Models

Oct 15, 2021
Hiun Kim, Jisu Jeong, Kyung-Min Kim, Dongjun Lee, Hyun Dong Lee, Dongpil Seo, Jeeseung Han, Dong Wook Park, Ji Ae Heo, Rak Yeong Kim

* Accepted to IEEE International Workshop on Data Mining for Service (DMS2021) 

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What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers

Sep 10, 2021
Boseop Kim, HyoungSeok Kim, Sang-Woo Lee, Gichang Lee, Donghyun Kwak, Dong Hyeon Jeon, Sunghyun Park, Sungju Kim, Seonhoon Kim, Dongpil Seo, Heungsub Lee, Minyoung Jeong, Sungjae Lee, Minsub Kim, Suk Hyun Ko, Seokhun Kim, Taeyong Park, Jinuk Kim, Soyoung Kang, Na-Hyeon Ryu, Kang Min Yoo, Minsuk Chang, Soobin Suh, Sookyo In, Jinseong Park, Kyungduk Kim, Hiun Kim, Jisu Jeong, Yong Goo Yeo, Donghoon Ham, Dongju Park, Min Young Lee, Jaewook Kang, Inho Kang, Jung-Woo Ha, Woomyoung Park, Nako Sung

* Accepted to EMNLP2021 as a long paper 

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Global-Local Item Embedding for Temporal Set Prediction

Sep 05, 2021
Seungjae Jung, Young-Jin Park, Jisu Jeong, Kyung-Min Kim, Hiun Kim, Minkyu Kim, Hanock Kwak

* 8 pages, 3 figures. To appear in RecSys 2021 LBR 

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One4all User Representation for Recommender Systems in E-commerce

May 24, 2021
Kyuyong Shin, Hanock Kwak, Kyung-Min Kim, Minkyu Kim, Young-Jin Park, Jisu Jeong, Seungjae Jung

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div2vec: Diversity-Emphasized Node Embedding

Sep 21, 2020
Jisu Jeong, Jeong-Min Yun, Hongi Keam, Young-Jin Park, Zimin Park, Junki Cho

* To appear in the ImpactRS Workshop at ACM RecSys 2020 

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