Fetching the paper…
Reading the bibliography…
A network embedding is a representation of a large graph in a low-dimensional space, where vertices are modeled as vectors.
Multidimensional scaling
T. F. Cox and M. A. Cox · 2000
Earlier work this paper cites.
Nonlinear dimensionality reduction by locally linear embedding
S. T. Roweis and L. K. Saul · 2000
Earlier work this paper cites.
A global geometric framework for nonlinear dimensionality reduction
J. B. Tenenbaum, V. De Silva, and J. C. Langford · 2000
Earlier work this paper cites.
Laplacian eigenmaps and spectral techniques for embedding and clustering
M. Belkin and P. Niyogi · 2001
Earlier work this paper cites.
The dblp computer science bibliography: Evolution, research issues, perspectives
M. Ley · 2002
Earlier work this paper cites.
Comparing top k lists
R. Fagin, R. Kumar, and D. Sivakumar · 2003
Earlier work this paper cites.
Dbpedia: A nucleus for a web of open data
S. Auer, C. Bizer, G. Kobilarov, J. Lehmann, R. Cyganiak, and Z. Ives · 2007
Earlier work this paper cites.
Yago: a core of semantic knowledge
F. M. Suchanek, G. Kasneci, and G. Weikum · 2007
Earlier work this paper cites.
Freebase: a collaboratively created graph database for structuring human knowledge
K. Bollacker, C. Evans, P. Paritosh, T. Sturge, and J. Taylor · 2008
Earlier work this paper cites.
Visualizing data using t-sne
L. v. d. Maaten and G. Hinton · 2008
Earlier work this paper cites.
Relational retrieval using a combination of path-constrained random walks
N. Lao and W. W. Cohen · 2010
Earlier work this paper cites.
Learning structured embeddings of knowledge bases
A. Bordes, J. Weston, R. Collobert, and Y. Bengio · 2011
Earlier work this paper cites.
Ranking-based classification of heterogeneous information networks
M. Ji, J. Han, and M. Danilevsky · 2011
Cited alongside, same era.
Hogwild: A lock-free approach to parallelizing stochastic gradient descent
B. Recht, C. Re, S. Wright, and F. Niu · 2011
Cited alongside, same era.
Co-author relationship prediction in heterogeneous bibliographic networks
Y. Sun, R. Barber, M. Gupta, C. C. Aggarwal, and J. Han · 2011
Cited alongside, same era.
Pathsim: Meta path-based top-k similarity search in heterogeneous information networks
Y. Sun, J. Han, X. Yan, P. S. Yu, and T. Wu · 2011
Cited alongside, same era.
Meta path-based collective classification in heterogeneous information networks
X. Kong, P. S. Yu, Y. Ding, and D. J. Wild · 2012
Cited alongside, same era.
When will it happen?: relationship prediction in heterogeneous information networks
Hetesim: A general framework for relevance measure in heterogeneous networks
C. Shi, X. Kong, Y. Huang, S. Y. Philip, and B. Wu · 2014
Later among the works it cites.
Personalized entity recommendation: A heterogeneous information network approach
X. Yu, X. Ren, Y. Sun, Q. Gu, B. Sturt, U. Khandelwal, B. Norick, and J. Han · 2014
Later among the works it cites.
Meta-path based multi-network collective link prediction
J. Zhang, P. S. Yu, and Z.-H. Zhou · 2014
Later among the works it cites.
Grarep: Learning graph representations with global structural information
S. Cao, W. Lu, and Q. Xu · 2015
Later among the works it cites.
Heterogeneous network embedding via deep architectures
S. Chang, W. Han, J. Tang, G.-J. Qi, C. C. Aggarwal, and T. S. Huang · 2015
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Y. Sun, J. Han, C. C. Aggarwal, and N. V. Chawla · 2012
Cited alongside, same era.
Distributed large-scale natural graph factorization
A. Ahmed, N. Shervashidze, S. Narayanamurthy, V. Josifovski, and A. J. Smola · 2013
Cited alongside, same era.
Efficient estimation of word representations in vector space
T. Mikolov, K. Chen, G. Corrado, and J. Dean · 2013
Cited alongside, same era.
Distributed representations of words and phrases and their compositionality
T. Mikolov and J. Dean · 2013
Cited alongside, same era.
Pathselclus: Integrating meta-path selection with user-guided object clustering in heterogeneous information networks
Y. Sun, B. Norick, J. Han, X. Yan, P. S. Yu, and X. Yu · 2013
Cited alongside, same era.
Exemplar queries: Give me an example of what you need
D. Mottin, M. Lissandrini, Y. Velegrakis, and T. Palpanas · 2014
Cited alongside, same era.
Deepwalk: Online learning of social representations
B. Perozzi, R. Al-Rfou, and S. Skiena · 2014
Cited alongside, same era.
N. Jayaram, A. Khan, C. Li, X. Yan, and R. Elmasri · 2015
Later among the works it cites.
Discovering meta-paths in large heterogeneous information networks
C. Meng, R. Cheng, S. Maniu, P. Senellart, and W. Zhang · 2015
Later among the works it cites.
Line: Large-scale information network embedding
J. Tang, M. Qu, M. Wang, M. Zhang, J. Yan, and Q. Mei · 2015
Later among the works it cites.
Meta structure: Computing relevance in large heterogeneous information networks
Z. Huang, Y. Zheng, R. Cheng, Y. Sun, N. Mamoulis, and X. Li · 2016
Later among the works it cites.
Tri-party deep network representation
S. Pan, J. Wu, X. Zhu, C. Zhang, and Y. Wang · 2016
Later among the works it cites.
Structural deep network embedding
D. Wang, P. Cui, and W. Zhu · 2016
Later among the works it cites.