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Robust Image Forgery Detection over Online Social Network Shared Images Conference paper
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, New Orleans, Louisiana, 2022-07-19
Authors:  Haiwei Wu;  Jiantao Zhou;  Jinyu Tian;  Jun Liu
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Robust Image Forgery Detection Against Transmission over Online Social Networks Journal article
IEEE Transactions on Information Forensics and Security, 2022,Volume: 17,Page: 443-456
Authors:  Wu, Haiwei;  Zhou, Jiantao;  Tian, Jinyu;  Liu, Jun;  Qiao, Yu
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Deep Neural Networks  Image Forgery Detection  Robustness  Social Networks  
Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain Conference paper
Proceedings of the AAAI Conference on Artificial Intelligence 2021, Palo Alto, California USA, February 2–9, 2021
Authors:  Jinyu Tian;  Jiantao Zhou;  Yuanman Li;  Jia Duan
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Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services Conference paper
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Virtual, June 19-25 2021
Authors:  Tian, Jinyu;  Zhou, Jiantao;  Duan, Jia
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Optimal Pre-Filtering for Improving Facebook Shared Images Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 6292-6306
Authors:  Sun, Weiwei;  Zhou, Jiantao;  Dong, Li;  Tian, Jinyu;  Liu, Jun
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Facebook  Image Enhancement  Online Social Networks  Pre-filtering  User Experience  
Weighted Error Entropy-Based Information Theoretic Learning for Robust Subspace Representation Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Volume: 33,Issue: 9,Page: 4228-4242
Authors:  Li, Yuanman;  Zhou, Jiantao;  Tian, Jinyu;  Zheng, Xianwei;  Tang, Yuan Yan
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Data Models  Distributed Databases  Entropy  Image Recognition  Independent And Piecewise Identically Distributed  Information-theoretic Learning (Itl)  Optimization  Subspace Representation (Sr)  Task Analysis  Videos  Weighted Parzen Window (Wpw).  
Hierarchical Services of Convolutional Neural Networks via Probabilistic Selective Encryption Journal article
IEEE Transactions on Services Computing, 2021
Authors:  Tian, Jinyu;  Zhou, Jiantao;  Duan, Jia
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Cnn  Computational Modeling  Convolutional Neural Networks  Encryption  Hierarchical Service  Model Protection  Noise Reduction  Selective Encryption  Task Analysis  Training  Watermarking  
Robust Matrix Factorization via Minimum Weighted Error Entropy Criterion Journal article
IEEE Transactions on Computational Social Systems, 2021
Authors:  Li, Yuanman;  Zhou, Jiantao;  Chen, Junyang;  Tian, Jinyu;  Dong, Li;  Li, Xia
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Data Models  Distributed Databases  Entropy  Gaussian Noise  Information-theoretic Learning (Itl)  Laplace Equations  Noise Of Social Data  Optimization  Robustness  Robustness Of Social Systems  Surveillance Video Modeling.  
Robust subspace clustering with independent and piecewise identically distributed noise modeling Conference paper
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Long Beach, CA, USA, 15-20 June 2019
Authors:  Yuanman Li;  Jiantao Zhou;  Xianwei Zheng;  Jinyu Tian;  Yuan Yan Tang
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Robust Nonconvex Nonnegative Low-rank Representation Conference paper
2019 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2019, New Taipei City, TAIWAN, NOV 07-10, 2019
Authors:  Zhao,Yin Ping;  Lu,Xiliang;  Chen,Long;  Tian,Jinyu;  Chen,C. L.Philip
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Admm  Low-rank Representation  Nonconvex  Nonnegative  Regularization