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Federated Learning with Privacy-preserving and Model IP-right-protection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
Authors:  Qiang Yang
Adobe PDF(2634Kb)  |  Favorite  |  View/Download：48/5  |  Submit date：2023/01/18
Federated learning  privacy-preserving machine learning  security  decentralized learning  intellectual property protection  
Finite-Time Stability Control of Uncertain Nonlinear Systems With Self-Limiting Control Terms 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 6
Authors:  Zhu, Jiaming;  Yang, Yuequan;  Zhang, Tianping;  Cao, Zhiqiang
Favorite  |  View/Download：54/0  |  Submit date：2022/06/06
Artificial neural networks  Nonlinear systems  Control systems  Adaptive systems  Backstepping  Biological neural networks  Trajectory  Backstepping  dynamic surface control (DSC)  finite-time tracking  neural network (NN)  self-limiting term  
Structure-Enhanced Heterogeneous Graph Contrastive Learning 会议论文
, Online, 2022-3
Authors:  Zhu, Yanqiao;  Xu, Yichen;  Cui, Hejie;  Yang, Carl;  Liu, Qiang;  Wu, Shu
Adobe PDF(598Kb)  |  Favorite  |  View/Download：79/10  |  Submit date：2022/06/13
Inductive Spatiotemporal Graph Convolutional Networks for Short-term Quantitative Precipitation Forecasting 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2022, 卷号: 0, 期号: 0, 页码: 0
Authors:  Yajing, Wu;  Xuebing, Yang;  Yongqiang, Tang;  Chenyang, Zhang;  Guoping, Zhang;  Wensheng, Zhang
Adobe PDF(10052Kb)  |  Favorite  |  View/Download：88/9  |  Submit date：2022/04/06
Quantitative precipitation forecasting  graph convolutional networks (GCN)  spatiotemporal model  radar-rain gauge data merging  
Ship Detection in High-Resolution Optical Remote Sensing Images Aided by Saliency Information 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2022, 期号: 0, 页码: 0
Authors:  Zhida, Ren;  Yongqiang, Tang;  Zewen, He;  Lei, Tian;  Yang, Yang;  Wensheng, Zhang
Adobe PDF(3882Kb)  |  Favorite  |  View/Download：54/6  |  Submit date：2022/04/22
Deep learning  ship detection  saliency detection  high-resolution optical images  remote sensing  
Highly sensitive magnetic particle imaging of vulnerable atherosclerotic plaque with active myeloperoxidase-targeted nanoparticles (vol 11, pg 506, 2021) 期刊论文
THERANOSTICS, 2022, 卷号: 12, 期号: 17, 页码: 7641-7641
Authors:  Tong, Wei;  Hui, Hui;  Shang, Wenting;  Zhang, Yingqian;  Tian, Feng;  Ma, Qiang;  Yang, Xin;  Tian, Jie;  Chen, Yundai
Favorite  |  View/Download：3/0  |  Submit date：2023/03/20
Metabolic detection and systems analyses of pancreatic ductal adenocarcinoma through machine learning, lipidomics, and multi-omics 期刊论文
SCIENCE ADVANCES, 2021, 卷号: 7, 期号: 52, 页码: 13
Authors:  Wang, Guangxi;  Yao, Hantao;  Gong, Yan;  Lu, Zipeng;  Pang, Ruifang;  Li, Yang;  Yuan, Yuyao;  Song, Huajie;  Liu, Jia;  Jin, Yan;  Ma, Yongsu;  Yang, Yinmo;  Nie, Honggang;  Zhang, Guangze;  Meng, Zhu;  Zhou, Zhe;  Zhao, Xuyang;  Qiu, Mantang;  Zhao, Zhicheng;  Jiang, Kuirong;  Zeng, Qiang;  Guo, Limei;  Yin, Yuxin
Favorite  |  View/Download：60/0  |  Submit date：2022/03/17
Constrained Tensor Representation Learning for Multi-View Semi-Supervised Subspace Clustering 期刊论文
IEEE Transactions on Multimedia, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Yongqiang, Tang;  Yuan, Xie;  Chenyang, Zhang;  Wensheng, Zhang
Adobe PDF(8530Kb)  |  Favorite  |  View/Download：63/9  |  Submit date：2022/04/01
Multi-view learning  pairwise constraint  semi-supervised clustering  subspace learning  tensor singular value decomposition (t-SVD)  
Gene signatures predict biochemical recurrence-free survival in primary prostate cancer patients after radical therapy 期刊论文
CANCER MEDICINE, 2021, 页码: 11
Authors:  Su, Qiang;  Liu, Zhenyu;  Chen, Chi;  Gao, Han;  Zhu, Yongbei;  Wang, Liusu;  Pan, Meiqing;  Liu, Jiangang;  Yang, Xin;  Tian, Jie
Favorite  |  View/Download：74/0  |  Submit date：2021/11/03
biochemical recurrence-free survival  gene signature  LASSO-Cox regression  primary prostate cancer  radical therapy  
Tensor Multi-Elastic Kernel Self-Paced Learning for Time Series Clustering 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 3, 页码: 1223-1237
Authors:  Tang, Yongqiang;  Xie, Yuan;  Yang, Xuebing;  Niu, Jinghao;  Zhang, Wensheng
Favorite  |  View/Download：93/0  |  Submit date：2021/03/29
Kernel  Time series analysis  Time measurement  Clustering algorithms  Optimization  Task analysis  Time series clustering  multiple kernels clustering  self-paced learning  tensor optimization