A Comprehensive Analysis of Information Leakage in Deep Transfer Learning

Sep 04, 2020
Cen Chen, Bingzhe Wu, Minghui Qiu, Li Wang, Jun Zhou

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* 10 pages 

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When Homomorphic Encryption Marries Secret Sharing: Secure Large-Scale Sparse Logistic Regression and Applications in Risk Control

Aug 20, 2020
Chaochao Chen, Jun Zhou, Li Wang, Xibin Wu, Wenjing Fang, Jin Tan, Lei Wang, Xiaoxi Ji, Alex Liu, Hao Wang, Cheng Hong

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Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge

Jul 11, 2020
Yue Sun, Kun Gao, Zhengwang Wu, Zhihao Lei, Ying Wei, Jun Ma, Xiaoping Yang, Xue Feng, Li Zhao, Trung Le Phan, Jitae Shin, Tao Zhong, Yu Zhang, Lequan Yu, Caizi Li, Ramesh Basnet, M. Omair Ahmad, M. N. S. Swamy, Wenao Ma, Qi Dou, Toan Duc Bui, Camilo Bermudez Noguera, Bennett Landman, Ian H. Gotlib, Kathryn L. Humphreys, Sarah Shultz, Longchuan Li, Sijie Niu, Weili Lin, Valerie Jewells, Gang Li, Dinggang Shen, Li Wang

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Multi-view Orthonormalized Partial Least Squares: Regularizations and Deep Extensions

Jul 09, 2020
Li Wang, Ren-Cang Li, Wen-Wei

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Deep Tensor CCA for Multi-view Learning

May 25, 2020
Hok Shing Wong, Li Wang, Raymond Chan, Tieyong Zeng

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Privacy-Preserving Graph Neural Network for Node Classification

May 25, 2020
Jun Zhou, Chaochao Chen, Longfei Zheng, Xiaolin Zheng, Bingzhe Wu, Ziqi Liu, Li Wang

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A Hybrid-Domain Framework for Secure Gradient Tree Boosting

May 18, 2020
Wenjing Fang, Chaochao Chen, Jin Tan, Chaofan Yu, Yufei Lu, Li Wang, Lei Wang, Jun Zhou, Alex X

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Drosophila-Inspired 3D Moving Object Detection Based on Point Clouds

May 06, 2020
Li Wang, Dawei Zhao, Tao Wu, Hao Fu, Zhiyu Wang, Liang Xiao, Xin Xu, Bin Dai

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Secret Sharing based Secure Regressions with Applications

Apr 10, 2020
Chaochao Chen, Liang Li, Wenjing Fang, Jun Zhou, Li Wang, Lei Wang, Shuang Yang, Alex Liu, Hao Wang

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InfDetect: a Large Scale Graph-based Fraud Detection System for E-Commerce Insurance

Mar 12, 2020
Cen Chen, Chen Liang, Jianbin Lin, Li Wang, Ziqi Liu, Xinxing Yang, Xiukun Wang, Jun Zhou, Yang Shuang, Yuan Qi

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Industrial Scale Privacy Preserving Deep Neural Network

Mar 12, 2020
Longfei Zheng, Chaochao Chen, Yingting Liu, Bingzhe Wu, Xibin Wu, Li Wang, Lei Wang, Jun Zhou, Shuang Yang

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Secure Social Recommendation based on Secret Sharing

Mar 05, 2020
Chaochao Chen, Liang Li, Bingzhe Wu, Cheng Hong, Li Wang, Jun Zhou

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* Accepted by ECAI'20 

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Practical Privacy Preserving POI Recommendation

Mar 05, 2020
Chaochao Chen, Bingzhe Wu, Wenjin Fang, Jun Zhou, Li Wang, Yuan Qi, Xiaolin Zheng

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Adapted tree boosting for Transfer Learning

Feb 27, 2020
Wenjing Fang, Chaochao Chen, Bowen Song, Li Wang, Jun Zhou, Kenny Q. Zhu

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Privacy Preserving PCA for Multiparty Modeling

Feb 09, 2020
Yingting Liu, Chaochao Chen, Longfei Zheng, Li Wang, Jun Zhou, Guiquan Liu

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Show, Recall, and Tell: Image Captioning with Recall Mechanism

Jan 15, 2020
Li Wang, Zechen Bai, Yonghua Zhang, Hongtao Lu

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Large-Scale Semi-Supervised Learning via Graph Structure Learning over High-Dense Points

Dec 04, 2019
Zitong Wang, Li Wang, Raymond Chan, Tieyong Zeng

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* 25 Pages, 2 figures 

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There is Limited Correlation between Coverage and Robustness for Deep Neural Networks

Nov 14, 2019
Yizhen Dong, Peixin Zhang, Jingyi Wang, Shuang Liu, Jun Sun, Jianye Hao, Xinyu Wang, Li Wang, Jin Song Dong, Dai Ting

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Hetero-Center Loss for Cross-Modality Person Re-Identification

Oct 22, 2019
Yuanxin Zhu, Zhao Yang, Li Wang, Sai Zhao, Xiao Hu, Dapeng Tao

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* 16 pages, 10 figures 

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Unsupervised Multi-stream Highlight detection for the Game "Honor of Kings"

Oct 22, 2019
Li Wang, Zixun Sun, Wentao Yao, Hui Zhan, Chengwei Zhu

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Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics

Oct 05, 2019
Bingzhe Wu, Chaochao Chen, Shiwan Zhao, Cen Chen, Yuan Yao, Guangyu Sun, Li Wang, Xiaolu Zhang, Jun Zhou

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* Under review of AAAI 2020 

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A Self-consistent-field Iteration for Orthogonal Canonical Correlation Analysis

Sep 25, 2019
Leihong Zhang, Li Wang, Zhaojun Bai, Ren-cang Li

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Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection

Sep 25, 2019
Bingzhe Wu, Shiwan Zhao, ChaoChao Chen, Haoyang Xu, Li Wang, Xiaolu Zhang, Guangyu Sun, Jun Zhou

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* Accepted by NeurIPS 2019 

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