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J-Recs: Principled and Scalable Recommendation Justification

Nov 11, 2020
Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong

* ICDM 2020 

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AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types

Jun 24, 2020
Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han

* KDD 2020 

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MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals

Jun 22, 2020
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos

* KDD 2020 Research Track. 10 pages 

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Octet: Online Catalog Taxonomy Enrichment with Self-Supervision

Jun 18, 2020
Yuning Mao, Tong Zhao, Andrey Kan, Chenwei Zhang, Xin Luna Dong, Christos Faloutsos, Jiawei Han

* KDD 2020 

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Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks

May 21, 2019
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos

* KDD 2019 Research Track 

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