.. Node embedding models .. _DeepWalk: https://arxiv.org/pdf/1403.6652.pdf .. _LINE: https://arxiv.org/pdf/1503.03578.pdf .. _node2vec: https://www.kdd.org/kdd2016/papers/files/rfp0218-groverA.pdf .. Knowledge graph embedding models .. _TransE: http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data.pdf .. _DistMult: https://arxiv.org/pdf/1412.6575.pdf .. _ComplEx: http://proceedings.mlr.press/v48/trouillon16.pdf .. _SimplE: https://papers.nips.cc/paper/7682-simple-embedding-for-link-prediction-in-knowledge-graphs.pdf .. _RotatE: https://arxiv.org/pdf/1902.10197.pdf .. Graph & high-dimensional data visualization models .. _LargeVis: https://arxiv.org/pdf/1602.00370.pdf .. GraphVite .. _GraphVite: https://arxiv.org/pdf/1903.00757.pdf .. _Repo: https://github.com/DeepGraphLearning/graphvite .. Graph datasets .. _Youtube: http://conferences.sigcomm.org/imc/2007/papers/imc170.pdf .. _Flickr: http://conferences.sigcomm.org/imc/2007/papers/imc170.pdf .. _Friendster-small: https://arxiv.org/pdf/1903.00757.pdf .. Knowledge graph datasets .. _FB15k: http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data.pdf .. _FB15k-237: https://www.aclweb.org/anthology/W15-4007 .. _WN18: http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data.pdf .. _WN18RR: https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/download/17366/15884 .. Image datasets .. _MNIST: http://yann.lecun.com/exdb/publis/pdf/lecun-01a.pdf .. _ImageNet: https://arxiv.org/pdf/1409.0575.pdf .. Misc .. _WordNet: http://www.cs.columbia.edu/~vh/courses/LexicalSemantics/Ontologies/miller-wordnet95.pdf