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William L. Hamilton

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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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Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change

Oct 25, 2018
William L. Hamilton, Jure Leskovec, Dan Jurafsky

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Deep Graph Infomax

Sep 27, 2018
Petar Veličković, William Fedus, William L. Hamilton, Pietro Liò, Yoshua Bengio, R Devon Hjelm

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Inductive Representation Learning on Large Graphs

Sep 10, 2018
William L. Hamilton, Rex Ying, Jure Leskovec

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Embedding Logical Queries on Knowledge Graphs

Sep 06, 2018
William L. Hamilton, Payal Bajaj, Marinka Zitnik, Dan Jurafsky, 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

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Graph Convolutional Neural Networks for Web-Scale Recommender Systems

Jun 06, 2018
Rex Ying, Ruining He, Kaifeng Chen, Pong Eksombatchai, William L. Hamilton, Jure Leskovec

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Representation Learning on Graphs: Methods and Applications

Apr 10, 2018
William L. Hamilton, Rex Ying, Jure Leskovec

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Community Interaction and Conflict on the Web

Mar 09, 2018
Srijan Kumar, William L. Hamilton, Jure Leskovec, Dan Jurafsky

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Community Identity and User Engagement in a Multi-Community Landscape

May 26, 2017
Justine Zhang, William L. Hamilton, Cristian Danescu-Niculescu-Mizil, Dan Jurafsky, Jure Leskovec

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