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Private Model Compression via Knowledge Distillation


Nov 13, 2018
Ji Wang, Weidong Bao, Lichao Sun, Xiaomin Zhu, Bokai Cao, Philip S. Yu

* Conference version accepted by AAAI'19 

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Not Just Privacy: Improving Performance of Private Deep Learning in Mobile Cloud


Sep 19, 2018
Ji Wang, Jianguo Zhang, Weidong Bao, Xiaomin Zhu, Bokai Cao, Philip S. Yu

* Conference version accepted by KDD'18 

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Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information Networks


Sep 11, 2018
Lichao Sun, Lifang He, Zhipeng Huang, Bokai Cao, Congying Xia, Xiaokai Wei, Philip S. Yu

* accepted by ICBK 18 

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Deep Learning Towards Mobile Applications


Sep 10, 2018
Ji Wang, Bokai Cao, Philip S. Yu, Lichao Sun, Weidong Bao, Xiaomin Zhu

* Conference version accepted by ICDCS'18 

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Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis


Jun 19, 2018
Ye Liu, Lifang He, Bokai Cao, Philip S. Yu, Ann B. Ragin, Alex D. Leow


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DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection


Mar 23, 2018
Bokai Cao, Lei Zheng, Chenwei Zhang, Philip S. Yu, Andrea Piscitello, John Zulueta, Olu Ajilore, Kelly Ryan, Alex D. Leow

* KDD 2017 

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Multi-View Factorization Machines


Mar 23, 2018
Bokai Cao, Hucheng Zhou, Guoqiang Li, Philip S. Yu

* WSDM 2016 

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Broad Learning for Healthcare


Mar 23, 2018
Bokai Cao

* PhD Thesis, University of Illinois at Chicago, March 2018 

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Learning from Multi-View Multi-Way Data via Structural Factorization Machines


Feb 15, 2018
Chun-Ta Lu, Lifang He, Hao Ding, Bokai Cao, Philip S. Yu

* 10 pages 

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HitFraud: A Broad Learning Approach for Collective Fraud Detection in Heterogeneous Information Networks


Sep 19, 2017
Bokai Cao, Mia Mao, Siim Viidu, Philip S. Yu

* ICDM 2017 

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Multi-view Unsupervised Feature Selection by Cross-diffused Matrix Alignment


May 02, 2017
Xiaokai Wei, Bokai Cao, Philip S. Yu

* 8 pages 

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Mining Brain Networks using Multiple Side Views for Neurological Disorder Identification


Aug 19, 2015
Bokai Cao, Xiangnan Kong, Jingyuan Zhang, Philip S. Yu, Ann B. Ragin

* in Proceedings of IEEE International Conference on Data Mining (ICDM) 2015 

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A review of heterogeneous data mining for brain disorders


Aug 05, 2015
Bokai Cao, Xiangnan Kong, Philip S. Yu


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Meta Path-Based Collective Classification in Heterogeneous Information Networks


May 20, 2013
Xiangnan Kong, Bokai Cao, Philip S. Yu, Ying Ding, David J. Wild


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