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A fully value distributional deep reinforcement learning framework for multi-agent cooperation Journal article
Fu, Mingsheng, Huang, Liwei, Li, Fan, Qu, Hong, Xu, Chengzhong. A fully value distributional deep reinforcement learning framework for multi-agent cooperation[J]. Neural Networks, 2025, 184.
Authors:  Fu, Mingsheng;  Huang, Liwei;  Li, Fan;  Qu, Hong;  Xu, Chengzhong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2025/01/22
Deep Reinforcement Learning  Multi-agent Cooperation  Distributional Reinforcement Learning  Neural Networks  
Advancements in exponential synchronization and encryption techniques: Quaternion-Valued Artificial Neural Networks with two-sided coefficients Journal article
Li, Chenyang, Kou, Kit Ian, Zhang, Yanlin, Liu, Yang. Advancements in exponential synchronization and encryption techniques: Quaternion-Valued Artificial Neural Networks with two-sided coefficients[J]. Neural Networks, 2025, 183, 106982.
Authors:  Li, Chenyang;  Kou, Kit Ian;  Zhang, Yanlin;  Liu, Yang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2025/01/22
Quaternion-valued Artificial Neural Networks  Exponential Synchronization  Controllers  Encryption Of Image  Two-sided Coefficient  
A novel approach to enhancing biomedical signal recognition via hybrid high-order information bottleneck driven spiking neural networks Journal article
Wu, Kunlun, E, Shunzhuo, Yang, Ning, Zhang, Anguo, Yan, Xiaorong, Mu, Chaoxu, Song, Yongduan. A novel approach to enhancing biomedical signal recognition via hybrid high-order information bottleneck driven spiking neural networks[J]. Neural Networks, 2025, 183, 106976.
Authors:  Wu, Kunlun;  E, Shunzhuo;  Yang, Ning;  Zhang, Anguo;  Yan, Xiaorong; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2025/01/22
Spiking Neural Networks (Snns)  Biomedical Signal Processing And Recognition  Hybrid High-order Information Bottleneck  
Analytical selection of hidden parameters through expanded enhancement matrix stability for functional-link neural networks and broad learning systems Journal article
Li, Yuchen, Vong, Chi Man, Chen, C. L.Phillip, Wang, Shitong. Analytical selection of hidden parameters through expanded enhancement matrix stability for functional-link neural networks and broad learning systems[J]. Knowledge-Based Systems, 2025, 310, 112923.
Authors:  Li, Yuchen;  Vong, Chi Man;  Chen, C. L.Phillip;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2025/01/22
Functional-link Neural Networks  Broad Learning Systems  Generalization  Expanded Enhancement Matrix Stability  Hidden Parameter Selection  
Cycling topic graph learning for neural topic modeling Journal article
Liu, Yanyan, Gong, Zhiguo. Cycling topic graph learning for neural topic modeling[J]. Knowledge-Based Systems, 2025, 310.
Authors:  Liu, Yanyan;  Gong, Zhiguo
Favorite | TC[Scopus]:0  IF:7.2/7.4 | Submit date：2025/01/22
Neural Topic Model  Graph Neural Networks  Wasserstein Autoencoder  Graph Attention Networks  
一种基于量子神经网络的负载预测方法 Patent
专利类型: 发明专利Invention,
Authors:  CHEN MING;  YE KEJIANG;  XU CHENGZHONG
Favorite |  | Submit date：2022/08/29
Workload Prediction  Quantum Neural Networks  
Face Omron Ring: Proactive defense against face forgery with identity awareness Journal article
Dai, Yunshu, Fei, Jianwei, Huang, Fangjun, Xia, Zhihua, Dai, Yunshu, Fei, Jianwei, Huang, Fangjun, Xia, Zhihua. Face Omron Ring: Proactive defense against face forgery with identity awareness[J]. Neural Networks, 2024, 180, 106639.
Authors:  Dai, Yunshu;  Fei, Jianwei;  Huang, Fangjun;  Xia, Zhihua;  Dai, Yunshu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2024/09/03
Deep Neural Networks  Face Forgery  Identity Awareness  Proactive Defense  Celebrities Protection  
Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning from Various Width-Resolution Configurations Journal article
Qin, Lutong, Zhang, Lei, Li, Chengrun, Song, Chaoda, Cheng, Dongzhou, Wang, Shuoyuan, Wu, Hao, Song, Aiguo. Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning from Various Width-Resolution Configurations[J]. IEEE Transactions on Artificial Intelligence, 2024, 5(12), 6723-6738.
Authors:  Qin, Lutong;  Zhang, Lei;  Li, Chengrun;  Song, Chaoda;  Cheng, Dongzhou; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/12/05
Activity Recognition  Collaborative Learning  Convolutional Neural Networks  Dynamic Budgets  Sensor  Wearables  
GraKerformer: A Transformer With Graph Kernel for Unsupervised Graph Representation Learning Journal article
Xu, Lixiang, Liu, Haifeng, Yuan, Xin, Chen, Enhong, Tang, Yuanyan. GraKerformer: A Transformer With Graph Kernel for Unsupervised Graph Representation Learning[J]. IEEE Transactions on Cybernetics, 2024, 54(12), 7320-7332.
Authors:  Xu, Lixiang;  Liu, Haifeng;  Yuan, Xin;  Chen, Enhong;  Tang, Yuanyan
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:9.4/10.3 | Submit date：2024/12/05
Graph Kernel  Graph Neural Networks (Gnns)  Structural Encoding Method  Transformer  
Adversarial Constraint Learning for Robust Dispatch of Distributed Energy Resources in Distribution Systems Journal article
Chen, Ge, Zhang, Hongcai, Song, Yonghua. Adversarial Constraint Learning for Robust Dispatch of Distributed Energy Resources in Distribution Systems[J]. IEEE Transactions on Sustainable Energy, 2024.
Authors:  Chen, Ge;  Zhang, Hongcai;  Song, Yonghua
Favorite | TC[Scopus]:0  IF:8.6/8.6 | Submit date：2024/12/26
Distributed Energy Resources  Robust Optimization  Adversarial Attack  Distribution Networks  Neural Networks