Multi-sample dual-decoder graph autoencoder.

[1]  Hongxia Yang,et al.  GraphMAE: Self-Supervised Masked Graph Autoencoders , 2022, KDD.

[2]  Zhuanlian Ding,et al.  Dual-decoder graph autoencoder for unsupervised graph representation learning , 2021, Knowl. Based Syst..

[3]  N. Chawla,et al.  Graph Barlow Twins: A self-supervised representation learning framework for graphs , 2021, Knowl. Based Syst..

[4]  Fuzheng Zhang,et al.  ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer , 2021, ACL.

[5]  Chen Gong,et al.  Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning , 2021, IJCAI.

[6]  Danqi Chen,et al.  SimCSE: Simple Contrastive Learning of Sentence Embeddings , 2021, EMNLP.

[7]  Jie Zhou,et al.  Adaptive Graph Encoder for Attributed Graph Embedding , 2020, KDD.

[8]  Minnan Luo,et al.  Graph Representation Learning via Graphical Mutual Information Maximization , 2020, WWW.

[9]  Jing Jiang,et al.  Attributed Graph Clustering: A Deep Attentional Embedding Approach , 2019, IJCAI.

[10]  Lina Yao,et al.  Adversarially Regularized Graph Autoencoder , 2018, IJCAI.

[11]  Chun Wang,et al.  MGAE: Marginalized Graph Autoencoder for Graph Clustering , 2017, CIKM.

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

[13]  Qiongkai Xu,et al.  GraRep: Learning Graph Representations with Global Structural Information , 2015, CIKM.

[14]  Mu Zhu,et al.  A Relationship between the Average Precision and the Area Under the ROC Curve , 2015, ICTIR.

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

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

[17]  Alexander J. Smola,et al.  Distributed large-scale natural graph factorization , 2013, WWW.

[18]  Huan Liu,et al.  Leveraging social media networks for classification , 2011, Data Mining and Knowledge Discovery.

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

[20]  S T Roweis,et al.  Nonlinear dimensionality reduction by locally linear embedding. , 2000, Science.