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Identity-aware Graph Neural Networks


Feb 05, 2021
Jiaxuan You, Jonathan Gomes-Selman, Rex Ying, Jure Leskovec

* AAAI 2021. Version with appendix 

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Design Space for Graph Neural Networks


Nov 17, 2020
Jiaxuan You, Rex Ying, Jure Leskovec

* NeurIPS 2020 (Spotlight) 

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Handling Missing Data with Graph Representation Learning


Oct 30, 2020
Jiaxuan You, Xiaobai Ma, Daisy Yi Ding, Mykel Kochenderfer, Jure Leskovec

* NeurIPS 2020 

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Inductive Learning on Commonsense Knowledge Graph Completion


Sep 19, 2020
Bin Wang, Guangtao Wang, Jing Huang, Jiaxuan You, Jure Leskovec, C. -C. Jay Kuo

* 10 pages, 3 figures, 7 tables 

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Graph Structure of Neural Networks


Jul 13, 2020
Jiaxuan You, Jure Leskovec, Kaiming He, Saining Xie

* ICML 2020 

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Neural Subgraph Matching


Jul 06, 2020
Rex, Ying, Zhaoyu Lou, Jiaxuan You, Chengtao Wen, Arquimedes Canedo, Jure Leskovec


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G2SAT: Learning to Generate SAT Formulas


Oct 29, 2019
Jiaxuan You, Haoze Wu, Clark Barrett, Raghuram Ramanujan, Jure Leskovec

* Accepted by NeurIPS 2019. Equal contribution 

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Position-aware Graph Neural Networks


Jun 13, 2019
Jiaxuan You, Rex Ying, Jure Leskovec

* ICML 2019, long oral 

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Redundancy-Free Computation Graphs for Graph Neural Networks


Jun 09, 2019
Zhihao Jia, Sina Lin, Rex Ying, Jiaxuan You, Jure Leskovec, Alex Aiken

* 12 pages, 4 figures 

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Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems


Apr 10, 2019
Jiaxuan You, Yichen Wang, Aditya Pal, Pong Eksombatchai, Chuck Rosenberg, Jure Leskovec

* Accepted by the Web Conference 2019 (WWW 2019) as a full paper 

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GNN Explainer: A Tool for Post-hoc Explanation of Graph Neural Networks


Mar 10, 2019
Rex Ying, Dylan Bourgeois, Jiaxuan You, Marinka Zitnik, Jure Leskovec


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Hierarchical Graph Representation Learning with Differentiable Pooling


Oct 26, 2018
Rex Ying, Jiaxuan You, Christopher Morris, Xiang Ren, William L. Hamilton, Jure Leskovec


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GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models


Jun 23, 2018
Jiaxuan You, Rex Ying, Xiang Ren, William L. Hamilton, Jure Leskovec

* ICML 2018 

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Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation


Jun 07, 2018
Jiaxuan You, Bowen Liu, Rex Ying, Vijay Pande, Jure Leskovec


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