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Adversarial Caching Training: Unsupervised Inductive Network Representation Learning on Large-Scale Graphs Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 12,Page: 7079-7090
Authors:  Chen, Junyang;  Gong, Zhiguo;  Wang, Wei;  Wang, Cong;  Xu, Zhenghua;  Lv, Jianming;  Li, Xueliang;  Wu, Kaishun;  Liu, Weiwen
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date：2023/01/30
Adversarial learning  graph neural network  inductive learning  negative sampling (NS)  network embedding  
Self-Training Enhanced: Network Embedding and Overlapping Community Detection With Adversarial Learning Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 11,Page: 6737-6748
Authors:  Chen, Junyang;  Gong, Zhiguo;  Mo, Jiqian;  Wang, Wei;  Wang, Wei;  Wang, Cong;  Dong, Xiao;  Liu, Weiwen;  Wu, Kaishun
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date：2022/12/01
Adversarial Learning  Network Embedding (Ne)  Overlapping Community Detection  Self-training  
Noise Robust Face Hallucination Based on Smooth Correntropy Representation Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 10,Page: 5953-5965
Authors:  Liu, Licheng;  Feng, Qiying;  Chen, C. L.P.;  Wang, Yaonan
Favorite |  | TC[WOS]:1 TC[Scopus]:3 | Submit date：2022/05/13
Correntropy-induced Metric (Cim)  Faces  Fused Lasso Penalty  Image Reconstruction  Manifolds  Noise Measurement  Noise Robustness  Smooth Representation  Sparse Regression.  Superresolution  Training  
Face Sketch Synthesis Using Regularized Broad Learning System Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 10,Page: 5346-5360
Authors:  Li, Ping;  Sheng, Bin;  Chen, C. L.P.
Favorite |  | TC[WOS]:5 TC[Scopus]:6 | Submit date：2022/05/13
Bayesian Estimation  Computational Modeling  Face Recognition  Face Sketch Synthesis  Faces  Feature Extraction  Incremental Learning  Learning Systems  Regularized Broad Learning System (Rbls).  Robustness  Training  
A Hybrid Structural Sparsification Error Model for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 9,Page: 4451-4465
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Favorite |  | TC[WOS]:18 TC[Scopus]:18 | Submit date：2022/05/13
Analytical Models  Data Models  Dictionaries  Hybrid Structural Sparsification Error (Hsse)  Image Denoising  Image Restoration  Image Restoration  Minimization  Nonlocal Self-similarity (Nss)  Structural Sparse Representation (Ssr).  Transforms  
Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 9,Page: 4712-4726
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Hua, Zhongyun;  Zhou, Yicong
Favorite |  | TC[WOS]:17 TC[Scopus]:15 | Submit date：2022/05/13
Adaptive Learning  Clustering Methods  Complexity Theory  Computational Modeling  Learning Systems  Low-rank Representation (Lrr)  Markov Chain  Multiview Clustering  Sparse Matrices  Spectral Clustering.  Task Analysis  Tensors  
Neural Networks Enhanced Optimal Admittance Control of Robot-Environment Interaction Using Reinforcement Learning Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 9,Page: 4551-4561
Authors:  Peng, Guangzhu;  Chen, C. L.P.;  Yang, Chenguang
Favorite |  | TC[WOS]:22 TC[Scopus]:20 | Submit date：2022/05/13
Adaptive Control  Admittance  Admittance Control  Artificial Neural Networks  Impedance  Learning Systems  Manipulators  Neural Networks (Nns)  Reinforcement Learning (Rl)  Robot-environment Interaction.  Trajectory  Uncertainty  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 8,Page: 3675-3777
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu;  Xiao Dong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date：2021/03/09
Collaboration  Collaborative Representation Learning (Crl)  Context Modeling  Correlation  Data Models  Electronic Mail  Global And Local Contexts  Learning Systems  Network Embeddings  Network Representation Learning (Nrl)  Network Topology  Topic Modeling.  
PID Controller-Guided Attention Neural Network Learning for Fast and Effective Real Photographs Denoising Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 7,Page: 3010–3023
Authors:  Ma, Ruijun;  Zhang, Bob;  Zhou, Yicong;  Li, Zhengming;  Lei, Fangyuan
Favorite |  | TC[WOS]:11 TC[Scopus]:5 | Submit date：2022/05/13
Attention Neural Network  Awgn  Image Denoising  Image Denoising  Learning Systems  Neural Networks  Noise Measurement  Noise Reduction  Pd Control  Proportional-integral-derivative (Pid) Controller  Real Photograph.  
Accurate and Efficient Large-Scale Multi-Label Learning With Reduced Feature Broad Learning System Using Label Correlation Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Huang, Jintao;  Vong, Chi Man;  Chen, C. L.P.;  Zhou, Yimin
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date：2022/05/17
Broad Learning System (Bls)  Computational Modeling  Deep Learning  Feature Reduction  Kernel  Large-scale Data  Learning Systems  Multi-label Classification.  Support Vector Machines  Task Analysis  Training