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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
作者:  Shengpei Wang;  Hongwei Wen;  Shuang Qiu;  Peng Xie;  Jiang Qiu;  Huiguang He
Adobe PDF(3245Kb)  |  收藏  |  浏览/下载：213/65  |  提交时间：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
作者:  Wen, Jie;  Zhang, Zhixia;  Lan, Yang;  Cui, Zhihua;  Cai, Jianghui;  Zhang, Wensheng
收藏  |  浏览/下载：163/0  |  提交时间：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
作者:  Zhang, Jianfeng;  Zhang, Wensheng;  Xu, Jingdong
收藏  |  浏览/下载：115/0  |  提交时间：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
作者:  Shi, Jintong;  Sun, Mengxuan;  Sun, Zhengya;  Li, Mingda;  Gu, Yifan;  Zhang, Wensheng
收藏  |  浏览/下载：138/0  |  提交时间：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
作者:  Yin, Yanting;  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Yuan, Xiaojie
收藏  |  浏览/下载：271/0  |  提交时间：2022/07/25
Time-frequency analysis  Feature extraction  Predictive models  Optimization  Topology  Measurement  Logic gates  Temporal link prediction  dynamic graphs  graph embedding  neural networks  
SLAN: Similarity-aware aggregation network for embedding out-of-knowledge-graph entities 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 186-196
作者:  Li, Mingda;  Sun, Zhengya;  Zhang, Wensheng
Adobe PDF(931Kb)  |  收藏  |  浏览/下载：294/49  |  提交时间：2022/06/10
Knowledge graph embedding  Out-of-knowledge-graph entities  Knowledge graph completion  Similarity search  
A knee point-driven many-objective pigeon-inspired optimization algorithm 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2022, 页码: 23
作者:  Zhao, Lihong;  Ren, Yeqing;  Zeng, Youqian;  Cui, Zhihua;  Zhang, Wensheng
收藏  |  浏览/下载：163/0  |  提交时间：2022/06/10
Knee point  Knee-oriented dominance  Many-objective optimization  Pigeon-inspired algorithm  Preference  
Network-based integrative analysis of single-cell transcriptomic and epigenomic data for cell types 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 2, 页码: 13
作者:  Wu, Wenming;  Zhang, Wensheng;  Ma, Xiaoke
收藏  |  浏览/下载：157/0  |  提交时间：2022/07/25
single-cell multi-omics data  integrative analysis  adaptive graph learning  cell type  
Multimodal Magnetic Resonance Imaging Reveals Aberrant Brain Age Trajectory During Youth in Schizophrenia Patients 期刊论文
FRONTIERS IN AGING NEUROSCIENCE, 2022, 卷号: 14, 页码: 11
作者:  Huang, Jiayuan;  Ke, Pengfei;  Chen, Xiaoyi;  Li, Shijia;  Zhou, Jing;  Xiong, Dongsheng;  Huang, Yuanyuan;  Li, Hehua;  Ning, Yuping;  Duan, Xujun;  Li, Xiaobo;  Zhang, Wensheng;  Wu, Fengchun;  Wu, Kai
收藏  |  浏览/下载：184/0  |  提交时间：2022/06/10
schizophrenia  accelerated brain aging  brain age gap  multimodal magnetic resonance imaging  machine learning  
Structure-aware siamese graph neural networks for encounter-level patient similarity learning 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 127, 页码: 13
作者:  Gu, Yifan;  Yang, Xuebing;  Tian, Lei;  Yang, Hongyu;  Lv, Jicheng;  Yang, Chao;  Wang, Jinwei;  Xi, Jianing;  Kong, Guilan;  Zhang, Wensheng
收藏  |  浏览/下载：217/0  |  提交时间：2022/06/10
Encounter-Level Patient Similarity  Representation Learning  Siamese Networks  Graph Neural Networks