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HDMI: High-order Deep Multiplex Infomax

Feb 15, 2021
Baoyu Jing, Chanyoung Park, Hanghang Tong

* Accepted by WWW'2021 

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Unsupervised Differentiable Multi-aspect Network Embedding

Jun 12, 2020
Chanyoung Park, Carl Yang, Qi Zhu, Donghyun Kim, Hwanjo Yu, Jiawei Han

* KDD 2020 (Research Track). 9 Pages + Appendix (2 Pages). Source code can be found https://github.com/pcy1302/asp2vec 

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BHIN2vec: Balancing the Type of Relation in Heterogeneous Information Network

Nov 26, 2019
Seonghyeon Lee, Chanyoung Park, Hwanjo Yu

* CIKM 2019 

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Unsupervised Attributed Multiplex Network Embedding

Nov 15, 2019
Chanyoung Park, Donghyun Kim, Jiawei Han, Hwanjo Yu

* AAAI 2020 

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Task-Guided Pair Embedding in Heterogeneous Network

Jun 10, 2019
Chanyoung Park, Donghyun Kim, Qi Zhu, Jiawei Han, Hwanjo Yu


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Collaborative Translational Metric Learning

Jun 04, 2019
Chanyoung Park, Donghyun Kim, Xing Xie, Hwanjo Yu

* ICDM 2018 Full Paper 

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