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Differentially Private AUC Computation in Vertical Federated Learning



Jiankai Sun , Xin Yang , Yuanshun Yao , Junyuan Xie , Di Wu , Chong Wang


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Differentially Private Label Protection in Split Learning



Xin Yang , Jiankai Sun , Yuanshun Yao , Junyuan Xie , Chong Wang


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Defending against Reconstruction Attack in Vertical Federated Learning



Jiankai Sun , Yuanshun Yao , Weihao Gao , Junyuan Xie , Chong Wang

* Accepted to International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML 2021 (FL-ICML'21) 

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Vertical Federated Learning without Revealing Intersection Membership



Jiankai Sun , Xin Yang , Yuanshun Yao , Aonan Zhang , Weihao Gao , Junyuan Xie , Chong Wang


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Label Leakage and Protection in Two-party Split Learning



Oscar Li , Jiankai Sun , Xin Yang , Weihao Gao , Hongyi Zhang , Junyuan Xie , Virginia Smith , Chong Wang


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GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing



Jian Guo , He He , Tong He , Leonard Lausen , Mu Li , Haibin Lin , Xingjian Shi , Chenguang Wang , Junyuan Xie , Sheng Zha , Aston Zhang , Hang Zhang , Zhi Zhang , Zhongyue Zhang , Shuai Zheng


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Bag of Freebies for Training Object Detection Neural Networks



Zhi Zhang , Tong He , Hang Zhang , Zhongyue Zhang , Junyuan Xie , Mu Li


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Bag of Tricks for Image Classification with Convolutional Neural Networks



Tong He , Zhi Zhang , Hang Zhang , Zhongyue Zhang , Junyuan Xie , Mu Li

* 10 pages, 9 tables, 4 figures 

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GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs



Jiani Zhang , Xingjian Shi , Junyuan Xie , Hao Ma , Irwin King , Dit-Yan Yeung


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