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GraphMAE: Self-Supervised Masked Graph Autoencoders



Zhenyu Hou , Xiao Liu , Yukuo Cen , Yuxiao Dong , Hongxia Yang , Chunjie Wang , Jie Tang

* 11 pages; Accepted to KDD'22 

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Improving the Training of Graph Neural Networks with Consistency Regularization



Chenhui Zhang , Yufei He , Yukuo Cen , Zhenyu Hou , Jie Tang


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CogDL: An Extensive Toolkit for Deep Learning on Graphs



Yukuo Cen , Zhenyu Hou , Yan Wang , Qibin Chen , Yizhen Luo , Xingcheng Yao , Aohan Zeng , Shiguang Guo , Peng Zhang , Guohao Dai , Yu Wang , Chang Zhou , Hongxia Yang , Jie Tang


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Self-supervised Learning: Generative or Contrastive



Xiao Liu , Fanjin Zhang , Zhenyu Hou , Zhaoyu Wang , Li Mian , Jing Zhang , Jie Tang


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