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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：24/0  |  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：18/0  |  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：17/0  |  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：46/0  |  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：38/0  |  Submit date：2022/11/14
Magnetic resonance imaging  Multi-contrast reconstruction  Super-resolution  Transformer  Convolutional neural network  
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：5/0  |  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  
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：25/0  |  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：18/0  |  Submit date：2023/01/09
Internet of Things  Edge computing  Edge intelligence  Multi-task learning  
Multi-level semantic fusion network for Chinese medical named entity recognition 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 133, 页码: 8
Authors:  Shi, Jintong;  Sun, Mengxuan;  Sun, Zhengya;  Li, Mingda;  Gu, Yifan;  Zhang, Wensheng
Favorite  |  View/Download：25/0  |  Submit date：2023/01/09
Medical named entity recognition  Multi-level semantic fusion  Syntactic dependency parsing  Graph neural network  
SE-GRU: Structure Embedded Gated Recurrent Unit Neural Networks for Temporal Link Prediction 期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 卷号: 9, 期号: 4, 页码: 2495-2509
Authors:  Yin, Yanting;  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Yuan, Xiaojie
Favorite  |  View/Download：64/0  |  Submit date：2022/07/25
Time-frequency analysis  Feature extraction  Predictive models  Optimization  Topology  Measurement  Logic gates  Temporal link prediction  dynamic graphs  graph embedding  neural networks