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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[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2025/01/22
Neural Topic Model  Graph Neural Networks  Wasserstein Autoencoder  Graph Attention Networks  
Hyper-relational interaction modeling in multi-modal trajectory prediction for intelligent connected vehicles in smart cites Journal article
Lu, Yuhuan, Wang, Wei, Bai, Rufan, Zhou, Shengwei, Garg, Lalit, Bashir, Ali Kashif, Jiang, Weiwei, Hu, Xiping. Hyper-relational interaction modeling in multi-modal trajectory prediction for intelligent connected vehicles in smart cites[J]. Information Fusion, 2025, 114, 102682.
Authors:  ; et al.
Favorite | TC[WOS]:11 TC[Scopus]:15  IF:14.7/16.1 | Submit date：2025/01/22
Hypergraph Attention Networks  Intelligent Connected Vehicles  Interaction Modeling  Multi-modal Trajectory Prediction  
Joint Optimization of Compression, Transmission and Computation for Cooperative Perception Aided Intelligent Vehicular Networks Journal article
Lu, Binbin, Huang, Xumin, Wu, Yuan, Qian, Liping, Zhou, Sheng, Niyato, Dusit. Joint Optimization of Compression, Transmission and Computation for Cooperative Perception Aided Intelligent Vehicular Networks[J]. IEEE Transactions on Vehicular Technology, 2025.
Authors:  Lu, Binbin;  Huang, Xumin;  Wu, Yuan;  Qian, Liping;  Zhou, Sheng; et al.
Favorite | TC[Scopus]:0  IF:6.1/6.5 | Submit date：2025/01/22
Cooperative Perception  Deep Reinforcement Learning  Task Offloading  Vehicular Networks  
Feature aggregation and connectivity for object re-identification Journal article
Han, Dongchen, Liu, Baodi, Shao, Shuai, Liu, Weifeng, Zhou, Yicong. Feature aggregation and connectivity for object re-identification[J]. Pattern Recognition, 2025, 157, 110869.
Authors:  Han, Dongchen;  Liu, Baodi;  Shao, Shuai;  Liu, Weifeng;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2025/01/22
Object Re-identification  Graph Convolutional Networks  Feature Aggregation  
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  
Learning Disentangled Representation for One-Shot Progressive Face Swapping Journal article
Li, Qi, Wang, Weining, Xu, Chengzhong, Sun, Zhenan, Yang, Ming Hsuan. Learning Disentangled Representation for One-Shot Progressive Face Swapping[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46(12), 8348-8364.
Authors:  Li, Qi;  Wang, Weining;  Xu, Chengzhong;  Sun, Zhenan;  Yang, Ming Hsuan
Favorite | TC[WOS]:1 TC[Scopus]:6  IF:20.8/22.2 | Submit date：2024/06/05
Generative Adversarial Networks  Disentangled Representation Module  Semantic-guided Fusion Module  One-shot  Progressive Face Swapping