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Defending against Reconstruction Attack in Vertical Federated Learning


Jul 21, 2021
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


Jun 10, 2021
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


Feb 17, 2021
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


Jul 09, 2019
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


Apr 12, 2019
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


Dec 05, 2018
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


Mar 20, 2018
Jiani Zhang, Xingjian Shi, Junyuan Xie, Hao Ma, Irwin King, Dit-Yan Yeung


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Unsupervised Deep Embedding for Clustering Analysis


May 24, 2016
Junyuan Xie, Ross Girshick, Ali Farhadi

* icml2016 

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Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks


Apr 13, 2016
Junyuan Xie, Ross Girshick, Ali Farhadi


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