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GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training

Jul 02, 2020
Jiezhong Qiu, Qibin Chen, Yuxiao Dong, Jing Zhang, Hongxia Yang, Ming Ding, Kuansan Wang, Jie Tang

* 11 pages, 5 figures, to appear in KDD 2020 proceedings 

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GPT-GNN: Generative Pre-Training of Graph Neural Networks

Jun 27, 2020
Ziniu Hu, Yuxiao Dong, Kuansan Wang, Kai-Wei Chang, Yizhou Sun

* Published on KDD 2020 

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Graph Random Neural Network

May 22, 2020
Wenzheng Feng, Jie Zhang, Yuxiao Dong, Yu Han, Huanbo Luan, Qian Xu, Qiang Yang, Jie Tang

* 12 pages, 22 figures 

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Open Graph Benchmark: Datasets for Machine Learning on Graphs

May 02, 2020
Weihua Hu, Matthias Fey, Marinka Zitnik, Yuxiao Dong, Hongyu Ren, Bowen Liu, Michele Catasta, Jure Leskovec


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Heterogeneous Graph Transformer

Mar 03, 2020
Ziniu Hu, Yuxiao Dong, Kuansan Wang, Yizhou Sun

* Published on WWW 2020 

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NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization

Jun 26, 2019
Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Chi Wang, Kuansan Wang, Jie Tang

* 11 pages, in Proceedings of the Web Conference 2019 (WWW 19) 

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DeepInf: Social Influence Prediction with Deep Learning

Jul 15, 2018
Jiezhong Qiu, Jian Tang, Hao Ma, Yuxiao Dong, Kuansan Wang, Jie Tang

* 10 pages, 5 figures, to appear in KDD 2018 proceedings 

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Neural Tensor Factorization

Feb 13, 2018
Xian Wu, Baoxu Shi, Yuxiao Dong, Chao Huang, Nitesh Chawla

* 9 pages. Submitted to KDD 

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Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec

Feb 08, 2018
Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Kuansan Wang, Jie Tang

* 9 pages, published in WSDM 2018 proceedings 

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Inferring Social Status and Rich Club Effects in Enterprise Communication Networks

Apr 14, 2015
Yuxiao Dong, Jie Tang, Nitesh Chawla, Tiancheng Lou, Yang Yang, Bai Wang

* PLoS ONE 10(3): e0119446. 2015 
* 13 pages, 4 figures 

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