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HDMI: High-order Deep Multiplex Infomax
Networks have been widely used to represent the relations between object...
02/15/2021 ∙ by Baoyu Jing, et al. ∙
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Unsupervised Differentiable Multi-aspect Network Embedding
Network embedding is an influential graph mining technique for represent...
06/07/2020 ∙ by Chanyoung Park, et al. ∙
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BHIN2vec: Balancing the Type of Relation in Heterogeneous Information Network
The goal of network embedding is to transform nodes in a network to a lo...
11/26/2019 ∙ by Seonghyeon Lee, et al. ∙
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Unsupervised Attributed Multiplex Network Embedding
Nodes in a multiplex network are connected by multiple types of relation...
11/15/2019 ∙ by Chanyoung Park, et al. ∙
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Collaborative Translational Metric Learning
Recently, matrix factorization-based recommendation methods have been cr...
06/04/2019 ∙ by Chanyoung Park, et al. ∙
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Task-Guided Pair Embedding in Heterogeneous Network
Many real-world tasks solved by heterogeneous network embedding methods ...
06/04/2019 ∙ by Chanyoung Park, et al. ∙
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Measuring the Eccentricity of Items
The long-tail phenomenon tells us that there are many items in the tail....
09/28/2017 ∙ by Chanyoung Park, et al. ∙
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