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Beyond Localized Graph Neural Networks: An Attributed Motif Regularization Framework

Sep 11, 2020
Aravind Sankar, Junting Wang, Adit Krishnan, Hari Sundaram

* To appear at ICDM 2020 (IEEE International Conference on Data Mining) 

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GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation

Jun 09, 2020
Aravind Sankar, Yanhong Wu, Yuhang Wu, Wei Zhang, Hao Yang, Hari Sundaram

* SIGIR 2020 

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Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction

Jan 01, 2020
Aravind Sankar, Xinyang Zhang, Adit Krishnan, Jiawei Han

* International Conference on Web Search and Data Mining (WSDM 2020) 

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Dynamic Graph Representation Learning via Self-Attention Networks

Dec 22, 2018
Aravind Sankar, Yanhong Wu, Liang Gou, Wei Zhang, Hao Yang


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Motif-based Convolutional Neural Network on Graphs

Feb 05, 2018
Aravind Sankar, Xinyang Zhang, Kevin Chen-Chuan Chang


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