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Unsupervised Model Selection for Time-series Anomaly Detection


Oct 03, 2022
Mononito Goswami, Cristian Challu, Laurent Callot, Lenon Minorics, Andrey Kan

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Online Time Series Anomaly Detection with State Space Gaussian Processes


Jan 18, 2022
Christian Bock, François-Xavier Aubet, Jan Gasthaus, Andrey Kan, Ming Chen, Laurent Callot

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J-Recs: Principled and Scalable Recommendation Justification


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

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* 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

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* 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

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* 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

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* 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

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* KDD 2019 Research Track 

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