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Hierarchical Taxonomy Aware Network Embedding
Peng Cui, Jianxin Ma, Xiao Wang and Wenwu Zhu
network embedding
KDD2018, hierarchical representation, social networks
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MILE: A Multi-Level Framework for Scalable Graph Embedding
Jiongqian Liang, Saket Gurukar and Srinivasan Parthasarathy
network embedding, Scalability
representation learning, Social networks, Big data
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HONE: Higher-Order Network Embeddings
Rossi et al.
network embedding, network motifs, role discovery
Social network, representation learning
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Learning Node Embeddings in Interaction Graphs
Yao Zhang, Yun Xiong, Xiangnan Kong
network embedding, bipartite graphs
embedding of comments
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Learning Structural Node Embeddings via Heat Diffusion Wavelets
Jure Leskovec, Claire Donnat, Marinka Zitnik, David Hallac
network embedding, matrix decomposition
Social network
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Capturing Edge Attributes via Network Embedding
Palash Goyal, Emilio Ferrara, Homa Hosseinmardi, Aram Galstyan
Graph mining, network embedding
edge attributes, joint node embedding