论文信息 - attr2vec: Learning Node Representations from Attributes of Nodes - 字舞流文

attr2vec: Learning Node Representations from Attributes of Nodes

Yan Wen | Ming Chen | Geng Chen | Pengkun Zheng | Pengkun Zheng | Yan Wen | Ming Chen | Geng Chen

[1] Daniel R. Figueiredo,et al. struc2vec: Learning Node Representations from Structural Identity , 2017, KDD.

[2] Jeffrey Dean,et al. Distributed Representations of Words and Phrases and their Compositionality , 2013, NIPS.

[3] Steven Skiena,et al. DeepWalk: online learning of social representations , 2014, KDD.

[4] Geoffrey E. Hinton,et al. Visualizing Data using t-SNE , 2008 .

[5] Ah Chung Tsoi,et al. The Graph Neural Network Model , 2009, IEEE Transactions on Neural Networks.

[6] Jon M. Kleinberg,et al. The link-prediction problem for social networks , 2007, J. Assoc. Inf. Sci. Technol..

[7] Lise Getoor,et al. Collective Classification in Network Data , 2008, AI Mag..

[8] Graham Cormode,et al. Node Classification in Social Networks , 2011, Social Network Data Analytics.

[9] Max Welling,et al. Semi-Supervised Classification with Graph Convolutional Networks , 2016, ICLR.

[10] Mingzhe Wang,et al. LINE: Large-scale Information Network Embedding , 2015, WWW.

[11] David Liben-Nowell,et al. The link-prediction problem for social networks , 2007 .

[12] Jure Leskovec,et al. node2vec: Scalable Feature Learning for Networks , 2016, KDD.

[13] L. Bottou. Stochastic Gradient Learning in Neural Networks , 1991 .