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Learning specific and conserved features of multi-layer networks 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 622, 页码: 930-945
Authors:  Wu, Wenming;  Yang, Tao;  Ma, Xiaoke;  Zhang, Wensheng;  Li, He;  Huang, Jianbin;  Li, Yanni;  Cui, Jiangtao
Favorite  |  View/Download：25/0  |  Submit date：2023/02/22
Multi-layer networks  Matrix factorization  Graph clustering  Joint learning  
Differentiable N-gram objective on abstractive summarization 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 215, 页码: 9
Authors:  Zhu, Yunqi;  Yang, Xuebing;  Wu, Yuanyuan;  Zhu, Mingjin;  Zhang, Wensheng
Favorite  |  View/Download：21/0  |  Submit date：2023/02/22
Abstractive summarization  Differentiable N-gram objective  Neural network language model  
Improving fraud detection via hierarchical attention-based Graph Neural Network 期刊论文
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2023, 卷号: 72, 页码: 10
Authors:  Liu, Yajing;  Sun, Zhengya;  Zhang, Wensheng
Favorite  |  View/Download：18/0  |  Submit date：2023/02/22
Graph Neural Networks  Fraud detection  Attention mechanism  
Cancer omic data based explainable AI drug recommendation inference: A traceability perspective for explainability 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 79, 页码: 9
Authors:  Xi, Jianing;  Wang, Dan;  Yang, Xuebing;  Zhang, Wensheng;  Huang, Qinghua
Favorite  |  View/Download：48/0  |  Submit date：2022/11/14
Drug recommendation  Explainability  Traceability  Omic data  
Multi-scale deformable transformer for multi-contrast knee MRI super-resolution 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 79, 页码: 11
Authors:  Zou, Beiji;  Ji, Zexin;  Zhu, Chengzhang;  Dai, Yulan;  Zhang, Wensheng;  Kui, Xiaoyan
Favorite  |  View/Download：40/0  |  Submit date：2022/11/14
Magnetic resonance imaging  Multi-contrast reconstruction  Super-resolution  Transformer  Convolutional neural network  
Detecting Vulnerability on IoT Device Firmware: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 25-41
Authors:  Xiaotao Feng;  Xiaogang Zhu;  Qing-Long Han;  Wei Zhou;  Sheng Wen;  Yang Xiang
Adobe PDF(3134Kb)  |  Favorite  |  View/Download：29/1  |  Submit date：2023/01/03
Firmware emulation  internet of things (IoT) firmware  network fuzzing  security  static analysis  
Class-Oriented Self-Learning Graph Embedding for Image Compact Representation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 1, 页码: 74-87
Authors:  Hu, Liangchen;  Dai, Zhenlei;  Tian, Lei;  Zhang, Wensheng
Favorite  |  View/Download：7/0  |  Submit date：2023/03/20
Sparse matrices  Manifolds  Machine learning algorithms  Laplace equations  Heuristic algorithms  Data models  Data mining  Adaptive graph learning  separability examination  marginal information preserving  L-2,L-p-norm sparsity  compact representation  
Driving brain state transitions in major depressive disorder through external stimulation 期刊论文
Human Brain Mapping, 2022, 卷号: 43, 期号: 17, 页码: 5326-5339
Authors:  Shengpei Wang;  Hongwei Wen;  Shuang Qiu;  Peng Xie;  Jiang Qiu;  Huiguang He
Adobe PDF(3245Kb)  |  Favorite  |  View/Download：31/7  |  Submit date：2023/01/17
A survey on federated learning: challenges and applications 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 页码: 23
Authors:  Wen, Jie;  Zhang, Zhixia;  Lan, Yang;  Cui, Zhihua;  Cai, Jianghui;  Zhang, Wensheng
Favorite  |  View/Download：27/0  |  Submit date：2022/12/27
Federated learning  Machine learning  Privacy protection  Personalized federated learning  
Bandwidth-efficient multi-task AI inference with dynamic task importance for the Internet of Things in edge computing 期刊论文
COMPUTER NETWORKS, 2022, 卷号: 216, 页码: 13
Authors:  Zhang, Jianfeng;  Zhang, Wensheng;  Xu, Jingdong
Favorite  |  View/Download：19/0  |  Submit date：2023/01/09
Internet of Things  Edge computing  Edge intelligence  Multi-task learning