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SecureGBM: Secure Multi-Party Gradient Boosting

Nov 27, 2019
Zhi Fengy, Haoyi Xiong, Chuanyuan Song, Sijia Yang, Baoxin Zhao, Licheng Wang, Zeyu Chen, Shengwen Yang, Liping Liu, Jun Huan

* The first two authors contributed equally to the manuscript. The paper has been accepted for publication in IEEE BigData 2019 

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Parallel Distributed Logistic Regression for Vertical Federated Learning without Third-Party Coordinator

Nov 22, 2019
Shengwen Yang, Bing Ren, Xuhui Zhou, Liping Liu

* IJCAI-19 Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (IJCAI (FML)) 2019 

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Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems

Nov 18, 2019
Qiang Huang, Jianhui Bu, Weijian Xie, Shengwen Yang, Weijia Wu, Liping Liu

* IJCNN 2019 - International Joint Conference on Neural Networks, Budapest Hungary, 14-19 July 2019 

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Deep Sequence Learning with Auxiliary Information for Traffic Prediction

Jun 13, 2018
Binbing Liao, Jingqing Zhang, Chao Wu, Douglas McIlwraith, Tong Chen, Shengwen Yang, Yike Guo, Fei Wu

* KDD 2018. The first two authors share equal contributions 

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