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Unsupervised Differentiable Multi-aspect Network Embedding
Network embedding is an influential graph mining technique for represent...
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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...
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Unsupervised Attributed Multiplex Network Embedding
Nodes in a multiplex network are connected by multiple types of relation...
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Collaborative Translational Metric Learning
Recently, matrix factorization-based recommendation methods have been cr...
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Task-Guided Pair Embedding in Heterogeneous Network
Many real-world tasks solved by heterogeneous network embedding methods ...
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Measuring the Eccentricity of Items
The long-tail phenomenon tells us that there are many items in the tail....
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Chanyoung Park
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