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Adaptive Multi-layer Contrastive Graph Neural Networks


Sep 29, 2021
Shuhao Shi, Pengfei Xie, Xu Luo, Kai Qiao, Linyuan Wang, Jian Chen, Bin Yan

* 16 pages,7 figures 

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ShapeEditer: a StyleGAN Encoder for Face Swapping


Jun 26, 2021
Shuai Yang, Kai Qiao

* 13 pages, 3 figures 

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Improving the Transferability of Adversarial Examples with New Iteration Framework and Input Dropout


Jun 22, 2021
Pengfei Xie, Linyuan Wang, Ruoxi Qin, Kai Qiao, Shuhao Shi, Guoen Hu, Bin Yan


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AdaGCN:Adaptive Boosting Algorithm for Graph Convolutional Networks on Imbalanced Node Classification


May 25, 2021
S. Shi, Kai Qiao, Shuai Yang, L. Wang, J. Chen, Bin Yan

* 17 pages, 5 figures, Submitted to MACHINE LEARNING 

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Defense-guided Transferable Adversarial Attacks


Nov 04, 2020
Zifei Zhang, Kai Qiao, Jian Chen, Ningning Liang


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Neural encoding and interpretation for high-level visual cortices based on fMRI using image caption features


Mar 26, 2020
Kai Qiao, Chi Zhang, Jian Chen, Linyuan Wang, Li Tong, Bin Yan


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BigGAN-based Bayesian reconstruction of natural images from human brain activity


Mar 13, 2020
Kai Qiao, Jian Chen, Linyuan Wang, Chi Zhang, Li Tong, Bin Yan

* brain decoding; visual reconstruction; generative adversarial network (GAN); Bayesian framework. under review in Neuroscience of Elsevier 

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AdvJND: Generating Adversarial Examples with Just Noticeable Difference


Feb 01, 2020
Zifei Zhang, Kai Qiao, Lingyun Jiang, Linyuan Wang, Bin Yan

* 12 pages, 7 figures 

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HAD-GAN: A Human-perception Auxiliary Defense GAN to Defend Adversarial Examples


Sep 25, 2019
Wanting Yu, Hongyi Yu, Lingyun Jiang, Mengli Zhang, Kai Qiao, Linyuan Wang, Bin Yan


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HAD-GAN: A Human-perception Auxiliary Defense GAN model to Defend Adversarial Examples


Sep 17, 2019
Wanting Yu, Hongyi Yu, Lingyun Jiang, Mengli Zhang, Kai Qiao, Linyuan Wang, Bin Yan


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Effective and efficient ROI-wise visual encoding using an end-to-end CNN regression model and selective optimization


Jul 27, 2019
Kai Qiao, Chi Zhang, Jian Chen, Linyuan Wang, Li Tong, Bin Yan

* under review in Computational Intelligence and Neuroscience 

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Cycle-Consistent Adversarial GAN: the integration of adversarial attack and defense


Apr 12, 2019
Lingyun Jiang, Kai Qiao, Ruoxi Qin, Linyuan Wang, Jian Chen, Haibing Bu, Bin Yan

* 13 pages,7 tables, 1 figure 

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A visual encoding model based on deep neural networks and transfer learning


Feb 23, 2019
Chi Zhang, Kai Qiao, Linyuan Wang, Li Tong, Guoen Hu, Ruyuan Zhang, Bin Yan


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Constraint-free Natural Image Reconstruction from fMRI Signals Based on Convolutional Neural Network


Jan 16, 2018
Chi Zhang, Kai Qiao, Linyuan Wang, Li Tong, Ying Zeng, Bin Yan


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Accurate reconstruction of image stimuli from human fMRI based on the decoding model with capsule network architecture


Jan 02, 2018
Kai Qiao, Chi Zhang, Linyuan Wang, Bin Yan, Jian Chen, Lei Zeng, Li Tong


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Image Prediction for Limited-angle Tomography via Deep Learning with Convolutional Neural Network


Jul 29, 2016
Hanming Zhang, Liang Li, Kai Qiao, Linyuan Wang, Bin Yan, Lei Li, Guoen Hu


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