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Graph Transformer Networks: Learning Meta-path Graphs to Improve GNNs

Jun 11, 2021
Seongjun Yun, Minbyul Jeong, Sungdong Yoo, Seunghun Lee, Sean S. Yi, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim

* arXiv admin note: text overlap with arXiv:1911.06455 

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MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System

Jul 10, 2020
Jinho Lee, Raehyun Kim, Seok-Won Yi, Jaewoo Kang

* 7 pages, 5 figures, IJCAI-PRICAI 2020 

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Graph Transformer Networks

Nov 06, 2019
Seongjun Yun, Minbyul Jeong, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim

* Neural Information Processing Systems (NeurIPS), 2019 

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HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction

Aug 24, 2019
Raehyun Kim, Chan Ho So, Minbyul Jeong, Sanghoon Lee, Jinkyu Kim, Jaewoo Kang

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SAIN: Self-Attentive Integration Network for Recommendation

May 27, 2019
Seoungjun Yun, Raehyun Kim, Miyoung Ko, Jaewoo Kang

* SIGIR 2019 

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Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network

Mar 25, 2019
Raehyun Kim, Hyunjae Kim, Janghyuk Lee, Jaewoo Kang

* SDM 2019 

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