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Early Anomaly Detection by Learning and Forecasting Behavior

Oct 20, 2020
Tong Zhao, Bo Ni, Wenhao Yu, Meng Jiang

* under review (10 pages) 

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A Unified View on Graph Neural Networks as Graph Signal Denoising

Oct 05, 2020
Yao Ma, Xiaorui Liu, Tong Zhao, Yozen Liu, Jiliang Tang, Neil Shah


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Federated Dynamic GNN with Secure Aggregation

Sep 15, 2020
Meng Jiang, Taeho Jung, Ryan Karl, Tong Zhao

* 16 pages, 2 figures 

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Neural Time-Dependent Partial Differential Equation

Sep 08, 2020
Yihao Hu, Tong Zhao, Zhiliang Xu, Lizhen Lin


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Denoising individual bias for a fairer binary submatrix detection

Aug 09, 2020
Changlin Wan, Wennan Chang, Tong Zhao, Sha Cao, Chi Zhang

* Accepted at CIKM 2020 

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Geometric All-Way Boolean Tensor Decomposition

Jul 31, 2020
Changlin Wan, Wennan Chang, Tong Zhao, Sha Cao, Chi Zhang


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Learning Attribute-Structure Co-Evolutions in Dynamic Graphs

Jul 25, 2020
Daheng Wang, Zhihan Zhang, Yihong Ma, Tong Zhao, Tianwen Jiang, Nitesh V. Chawla, Meng Jiang


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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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Canonicalizing Open Knowledge Bases with Multi-Layered Meta-Graph Neural Network

Jun 17, 2020
Tianwen Jiang, Tong Zhao, Bing Qin, Ting Liu, Nitesh V. Chawla, Meng Jiang


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Data Augmentation for Graph Neural Networks

Jun 11, 2020
Tong Zhao, Yozen Liu, Leonardo Neves, Oliver Woodford, Meng Jiang, Neil Shah


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A Probabilistic Model with Commonsense Constraints for Pattern-based Temporal Fact Extraction

Jun 11, 2020
Yang Zhou, Tong Zhao, Meng Jiang

* 7 pages, 1 figure 

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MEBF: a fast and efficient Boolean matrix factorization method

Sep 09, 2019
Changlin Wan, Wennan Chang, Tong Zhao, Mengya Li, Sha Cao, Chi Zhang


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Constructing Information-Lossless Biological Knowledge Graphs from Conditional Statements

Jun 26, 2019
Tianwen Jiang, Tong Zhao, Bing Qin, Ting Liu, Nitesh V. Chawla, Meng Jiang


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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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Saliency Detection with Spaces of Background-based Distribution

Mar 17, 2016
Tong Zhao, Lin Li, Xinghao Ding, Yue Huang, Delu Zeng

* 5 pages, 6 figures, Accepted by IEEE Signal Processing Letters in March 2016 

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