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Morphological feature visualization of Alzheimer's disease via Multidirectional Perception GAN


Nov 25, 2021
Wen Yu, Baiying Lei, Yanyan Shen, Shuqiang Wang, Yong Liu, Zhiguang Feng, Yong Hu, Michael K. Ng


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A Prior Guided Adversarial Representation Learning and Hypergraph Perceptual Network for Predicting Abnormal Connections of Alzheimer's Disease


Oct 12, 2021
Qiankun Zuo, Baiying Lei, Shuqiang Wang, Yong Liu, Bingchuan Wang, Yanyan Shen


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DecGAN: Decoupling Generative Adversarial Network detecting abnormal neural circuits for Alzheimer's disease


Oct 12, 2021
Junren Pan, Baiying Lei, Shuqiang Wang, Bingchuan Wang, Yong Liu, Yanyan Shen


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Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis


Jul 21, 2021
Junren Pan, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang


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Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction


Jul 21, 2021
Qiankun Zuo, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang

* 13 pages, 3 figures 

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A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction


Jul 21, 2021
Bowen Hu, Baiying Lei, Yanyan Shen, Yong Liu, Shuqiang Wang


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Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis


Aug 08, 2020
Shengye Hu, Baiying Lei, Yong Wang, Zhiguang Feng, Yanyan Shen, Shuqiang Wang

* 12pages, 10 figures 

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Tensorizing GAN with High-Order Pooling for Alzheimer's Disease Assessment


Aug 03, 2020
Wen Yu, Baiying Lei, Michael K. Ng, Albert C. Cheung, Yanyan Shen, Shuqiang Wang

* 15 pages, 20 figures 

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Differentiable Neural Input Search for Recommender Systems


Jun 08, 2020
Weiyu Cheng, Yanyan Shen, Linpeng Huang


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Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions


Sep 07, 2019
Weiyu Cheng, Yanyan Shen, Linpeng Huang


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Revisiting Flow Information for Traffic Prediction


Jun 03, 2019
Xian Zhou, Yanyan Shen, Linpeng Huang


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Explaining Latent Factor Models for Recommendation with Influence Functions


Nov 20, 2018
Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang


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