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ORCIDNeural Networks, Volume 191
Volume 191, 2025
- Jie Zhang, Boqiang Bao, Chao Wang, Feng Zhu:
Shapley value-driven multi-modal deep reinforcement learning for complex decision-making. 107650 - Yuting Chu, Fujiao Ju
, Yanfeng Sun, Shaofan Wang, Junbin Gao, Baocai Yin:
Multi-scale signed graph convolutional network based on framelet. 107693 - Yuanshuo Cheng, Mingwen Shao, Yecong Wan, Yuanjian Qiao, Wangmeng Zuo, Deyu Meng:
Degradation-Guided cross-consistent deep unfolding network for video restoration under diverse weathers. 107700 - Yuling Li, Kui Yu, Fei Yang, Chunfeng Shen, Ji Chang, Zerui Li, Kang Liu:
Hierarchical feature-guided prototypical network for few-shot knowledge graph completion. 107702 - Xinyu Liu, Jinxia Guo, Qirui Hao, Hongliang Wang, Zhongjing Yu, Qinli Yang, Junming Shao:
Bridging the gap between ratings and true user opinions with dynamic review alignment for personalized recommendation. 107706 - Khwaja Mutahir Ahmad, Qiao Liu, Abdullah Aman Khan, Renning Pang, Tingting Dai, Yanglei Gan:
sEntIMeldCL: Enhancing explicit knowledge via Uniform-based Implicit Contrastive Mechanism for Aspect-Level Sentiment Analysis. 107711 - Ang Chen, Feng Xu, Xin Lyu, Tao Zeng, Xin Li:
Foster noisy label learning by exploiting noise-induced distortion in foreground localization. 107712 - Xiangjun Wu, Shuo Ding, Ning Zhao, Huanqing Wang, Ben Niu:
Neural-network-based event-triggered adaptive secure fault-tolerant containment control for nonlinear multi-agent systems under denial-of-service attacks. 107725 - Zhihao Li, Jingyu Li, Kaiming Kuang, Baoyu Jing, Bo Du, Fei Liao, Jiancheng Yang:
SimTA++: Simple attention neural network for clinical asynchronous time series. 107735 - Yongzhen Wang, Xuefeng Yan, Yanbiao Niu, Lina Gong, Yanwen Guo, Mingqiang Wei:
Rethinking mixture of rain removal via depth-guided adversarial learning. 107739 - Qiuyi Chen, Panagiotis Tsilifis, Mark D. Fuge:
Bayesian inverse problems with conditional Sinkhorn generative adversarial networks in least volume latent spaces. 107740 - Herui Zhang, Haoran Wang, Jiayu An, Shitao Zheng, Dongrui Wu:
A lightweight spiking neural network for EEG-based motor imagery classification. 107741 - Jin Fan, Jiajun Yang, Zhangyu Gu, Huifeng Wu, Danfeng Sun, Feiwei Qin, Jia Wu:
Path-aware multi-scale learning for heterogeneous graph neural network. 107743 - Jinrong Cui, Bang Liufu, Yulu Fu, Meihua Wang, Zhihui Lai:
Nonlinear multi-view clustering for non-negative matrix factorization. 107744 - Kun Dai, Fuyuan Qiu, Hongbo Gao, Tao Xie, Chuqing Cao, Ruifeng Li, Lijun Zhao, Ke Wang:
CTFS: A consolidated transformer framework for instance and semantic segmentation tasks. 107745 - Sathiyamoorthi Arthanari, Jae Hoon Jeong, Young Hoon Joo:
Learning multi-regularized mutation-aware correlation filter for object tracking via an adaptive hybrid model. 107746 - Simin Li, Jun Guo, Jingqiao Xiu, Yuwei Zheng, Pu Feng, Xin Yu, Jiakai Wang, Aishan Liu, Yaodong Yang, Bo An, Wenjun Wu, Xianglong Liu:
Attacking cooperative multi-agent reinforcement learning by adversarial minority influence. 107747 - Ruizi Wu, Liming Pan, Linyuan Lü:
RIVA: Efficient relational inference with variate attention. 107748 - Zanxi Ruan, Nan Pu, Jiangming Chen, Songqun Gao, Yanming Guo, Qiuyu Kong, Yuxiang Xie, Yingmei Wei:
Few-shot event-based action recognition. 107750 - Raju Dahal, Indrani Kar:
Event-triggered ADP-based tracking controller for partially unknown nonlinear uncertain systems with input and state constraints. 107752 - Linhan Huang, Jianqing Zhu, Yutao Chen, Qianqian Zhao, Huanqiang Zeng:
A federated vehicle re-identification benchmark and performance optimization using dual-phase contrastive dynamic aggregation. 107753 - Jianqi Gao, Hang Yu, Yiu-ming Cheung, Jian Cao, Raymond Chi-Wing Wong, Yonggang Zhang:
Shaping pre-trained language models for task-specific embedding generation via consistency calibration. 107754 - Jie Zhu, Jianan Liu, Shufang Wu, Feng Zhang:
Unified semantic space learning for cross-modal retrieval. 107756 - Youjia Shao, Changshuo Wang, Qihang Jia, Wencang Zhao:
Comprehensive disentanglement with fine-grained feature mitigation for domain generalization. 107757 - Tiantao Xian, Zhiheng Zhou, Wenlve Zhou, Zhipeng Zhang:
Refining visual token sequence for efficient image captioning. 107759 - Eduardo Lobo Lustosa Cabral, Larissa Driemeier:
Neural networks with low-resolution parameters. 107763 - Kai Xiong, Xiao Ding, Yixin Cao, Yang Zhao, Ting Liu, Bing Qin:
Think straight or think again? Continual joint learning of deduction, abduction and induction. 107768 - Yongbo Yu, Weizhong Yu, Feiping Nie, Zongcheng Miao, Ya Liu, Xuelong Li:
PRformer: Pyramidal recurrent transformer for multivariate time series forecasting. 107769 - Chang Liu, Donghai Guan, Weiwei Yuan, Çetin Kaya Koç:
ITS2Graph: Graph-based generative adversarial learning for imbalanced time series classification. 107770 - Zenglong Wang, Xuan Liu, Zheng Liu, Yu Weng, Chaomurilige:
A link prediction method for multi-modal knowledge graphs based on Adaptive Fusion and Modality Information Enhancement. 107771 - Lili Hao, Fei Chu, Tao Chen, Mingxing Jia, Fuli Wang:
Operating performance assessment of industrial process based on MIC-graph convolutional networks with local slow feature analysis. 107773 - Chengxuan Tong, Yi Ding, Aung Aung Phyo Wai, Hui Xin Joanna Chua, Xiaorong Wu, Kevin Junliang Lim, Cuntai Guan:
Decoding olfactory response from neurophysiological signal with a multi modal deep learning framework. 107775 - Ji Guo, Wenbo Jiang, Rui Zhang, Wenshu Fan, Jiachen Li, Guoming Lu, Hongwei Li:
Backdoor attacks against Hybrid Classical-Quantum Neural Networks. 107776 - Zhe Chen, Mingzhi Zhu, Hui Li, Tianyang Xu:
Anchor Graph Learning with Double Noise Removal for Multi-View Clustering. 107779 - Guang Yang, Xiong Yang:
Data-based decentralized control of nonlinear-constrained interconnected systems using reinforcement learning. 107780 - Haoran Wang, Yaoru Sun, Zeshen Tang, Haibo Shi, Chenyuan Jiao:
HG2P: Hippocampus-inspired high-reward graph and model-free Q-gradient penalty for path planning and motion control. 107781 - Jinghan Wu, Xingwei An, Yakun Zhang, Changyan Zheng, Xingyu Zhang, Liang Xie, Erwei Yin:
MsDUNE: A multi-scale masked temporal fusion framework for speaker-independent lipreading via Dirichlet uncertainty estimation. 107783 - Yige Zhang, Xiaoyan Zhang, Jian Sun, Ying Li, Jiaquan Gao:
HTS-LB: Hypergraph tree search for learning branch. 107784 - Chengzhuo Lu, Huilin Du, Wenjie Wei, Qian Sun, Yuchen Wang, Dingyi Zeng, Wenyu Chen, Malu Zhang, Yang Yang:
ESTSformer: Efficient spatio-temporal spiking transformer. 107786 - Baoxian Liang, Lihong Xu, Zhichao Deng:
Learning generalizable agents via self-supervised exploration. 107787 - Guanhua An, Jichang Guo, Chunle Guo, Yudong Wang, Chongyi Li:
Semantic segmentation in adverse scenes with fewer labeled images. 107788 - Hangming Zhang, Alexander G. Sboev, Roman B. Rybka, Qiang Yu:
Combining aggregated attention and transformer architecture for accurate and efficient performance of Spiking Neural Networks. 107789 - Wujian Ye, Shaozhen Chen, Haoxian Liu, Yijun Liu, Yuehai Chen, Youfeng Cui, Wenjie Lin:
The architecture design and training optimization of spiking neural network with low-latency and high-performance for classification and segmentation. 107790 - Minghong Wu, Jihua Zhu, Wenbiao Yan, Bin Chen, Qinghai Zheng:
Relationship completion for incomplete multi-view clustering. 107791 - Irfan Ganie, Sarangapani Jagannathan:
Online lifelong optimal tracking control of uncertain nonlinear continuous-time strict-feedback systems using deep neural networks. 107793 - Jia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi:
Embeddings hidden layers learning for neural network compression. 107794 - Wei Chen, Yichuan Wang, Cheng Shi, Guanglei Sheng, Mengyang Li, Yu Liu, Xinhong Hei:
Flexible visually secure image encryption with meta-learning compression and chaotic systems. 107799 - Shuaishi Liu, Wenkai Ji, Qiye Zhou, Xiaoqin Duan, Jiang Yi, Changxian Xu, Zaixiang Pang, Zhongbo Sun:
CosELU: An improved activation deep neural network for EEG signal recognition in stroke patients. 107800 - Andjela Markovic, Lorena R. R. Gianotti, Mirjam Studler, Daria Knoch:
Intracortical functional connectivity during deep sleep reveals prosocial preferences. 107803 - Chao Wen, Yongbo Wang, Yuhua Qian:
Foreground-aware Universe Graph Matching for Domain Adaptive Object Detection. 107804 - Heng Yan, Zilu Wang, Junhua Li:
MSC-transformer-based 3D-attention with knowledge distillation for multi-action classification of separate lower limbs. 107806 - Djamel Bouchaffra, Fayçal Ykhlef, Bilal Faye, Mustapha Lebbah, Hanene Azzag:
Redesigning deep neural networks: Bridging game theory and statistical physics. 107807 - Shanshan Xu, Lixia Tian:
DiffCNN: A collaborative framework of diffusion model and CNN for semi-supervised medical image segmentation. 107813 - Jingxuan Zhang, Zhihua Chen, Lei Dai, Ping Li, Bin Sheng:
Gradient amplification for gradient matching based dataset distillation. 107819 - Guang Lin, Zerui Tao, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao:
Adversarial guided diffusion models for adversarial purification. 107705 - Daowu Yang, Ying Liu, Qiyun Yang, Ruihui Li:
Decoupling upper and lower face transformers for binary interactive video generation. 107714 - Ying Wang, Xianglin Zuo, Xinglin Liu, Fuyuan Ma, Junhe Zhang, Bo Yang:
Event prediction model combining ordinary differential equation and hypernetworks. 107731 - Kamil Ksiazek, Przemyslaw Spurek:
HyperMask: Adaptive hypernetwork-based masks for continual learning. 107736 - Shilin Chen, Xingwang Wang, Yafeng Sun, Kun Yang, Xiaohui Wei:
EAAR: Efficient and Accurate Action Recognition model with enhanced spatio-temporal perception. 107737 - Zhongquan Jian, Jiajian Li, Meihong Wang, Junfeng Yao, Qingqiang Wu:
Aspect sentiment learning for Aspect-Level Sentiment Classification. 107758 - Wei Cai, Zhihong Zheng, Xuan Zhang, Weiyi Shang, Yubin Ma, Wenjie Gao, Zhi Jin:
Neighborhood structure enhancement and denoising method for multi-behavior recommendation. 107760 - Adam Ponzi, Keisuke Suzuki:
Multisensory integration in chaotic networks. 107766 - Zhiyu Jiang, Jie Chen, Yuan Yuan:
Structural consistency learning for unsupervised domain adaptive object detection. 107767 - Xiaoyan Yu, Jiaqian Ren, Lei Jiang, Hao Peng, Zhifeng Hao, Li Sun, Kun Peng, Liehuang Zhu, Philip S. Yu:
PromptSED: An evolving topic-enhanced prompting framework for incremental social event detection. 107772 - Xinrui Wang, Zhuoru Li, Xuanyu Yin, Xiao Zhou, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo:
Real-time data-efficient portrait stylization via geometric alignment. 107774 - Yushi Feng, Tsai Hor Chan, Guosheng Yin, Lequan Yu:
Democratizing large language model-based graph data augmentation via latent knowledge graphs. 107777 - Kang Zhou, Yuning Qiu, Yuhang Li, Qibin Zhao, Guoxu Zhou:
Gradient aware adaptive quantization: Locally uniform quantization with learnable clipping thresholds for globally non-uniform weights. 107778 - Zengnan Wang, Feng Yan, Liejun Wang, Yabo Yin, Jiahuan Lin:
S-YOLO: An enhanced small object detection method based on adaptive gating strategy and dynamic multi-scale focus module. 107782 - Senhui Qiu, Saugat Bhattacharyya, Damien Coyle, Shirin Dora:
Deep predictive coding with bi-directional propagation for classification and reconstruction. 107785 - Qi Zhang, Yanfeng Sun, Shaofan Wang, Junbin Gao, Baocai Yin:
BiFormer: A Bipartite-stream Information Fusion framework for large-scale graph representation learning. 107792 - Guoqing Cai, Yiyi Chen, Bolun Yang, Yanwu Yang, Ting Ma, Yilong Wang:
CGNet: A Complex-valued Graph Network for jointly learning amplitude-phase information in EEG-based brain-computer interfaces. 107795 - Yang Liu, Yuhao Dang, Huaizhou Qi, Jungong Han, Ling Shao:
Zero-shot sketch-based remote sensing image retrieval based on cross-modal fusion. 107796 - Shuanghong Shen, Qi Liu, Zhenya Huang, Linbo Zhu, Junyu Lu, Kai Zhang:
Practicing in quiz, assessing in quiz: A quiz-based neural network approach for knowledge tracing. 107797 - Weilin Shen, Junmin Liu, Xiangyu Chang:
Learned low-rank representation and its theoretical convergence analysis. 107798 - Zhixiang Li, Zhiwen Luo, Nizar Bouguila, Weifeng Su, Wentao Fan:
Disentangled representation learning for multi-view clustering via von Mises-Fisher hyperspherical embedding. 107802 - Xiaodong Zhu, Junqi Yang, Yuhong Yang, Weiping Tu, Zhongyuan Wang:
Lightweight real-time speech enhancement: State-space models and multi-spectral scanning techniques. 107805 - Yu-Bang Zheng, Xi-Le Zhao, Heng-Chao Li, Chao Li, Ting-Zhu Huang, Qibin Zhao:
Tensor network decomposition for data recovery: Recent advancements and future prospects. 107808 - Chenyu Zhou, Yabin Peng, Wei Huang, Xinyuan Miao, Yi Cao, Xinghao Wang, Xianglong Kong:
A dynamic ensemble learning model for robust Graph Neural Networks. 107810 - Hanxiao Wu, Yutao Chen, Yi Xie, Jianqing Zhu, Liu Liu, Huanqiang Zeng:
Memory-augmented shuffled meta learning for visible-infrared person re-identification. 107812 - Wencai Zhu, Zetao Jiang, Xu Wu:
Key features-guided Multi-View Collaborative Network for image captioning. 107814 - Li Liu, Pengyu Wan, Feiyan Zhang, Youmin Zhang, Qun Liu, Guoyin Wang:
Learning model-level explanations of graph neural networks via subgraph order embedding space. 107815 - Hongqi Yu, Xiaoqin Zhang, Xiaolong Zhou, Sixian Chan:
CIDRA-Net: Cross-modal interaction fusion network with distribution-relation awareness for robust 3D object detection. 107818 - Xiaotong Li, Kefeng Li, Guangyuan Zhang, Zhenfang Zhu, Peng Wang, Zhenfei Wang, Chen Fu, Yongshuo Zhang, Zhiming Fan, Yongpeng Zhao:
SREGS: Sparse-view Gaussian radiance fields with geometric regularization and region exploration. 107820 - Mengxi Chen, Jiangchao Yao, Linyu Xing, Yu Wang, Ya Zhang, Yanfeng Wang:
Redundancy-Adaptive Multimodal Learning for imperfect data. 107821 - Yanqun Ye, Xu Chen, Shuyang Wang, Yongjun Jing:
Hyperbolic Bernstein Neural Networks: Enhancing graph convolutions in non-Euclidean spaces. 107822 - Yuan Guo, Zhuojia Fu, Jian Min, Shiyu Lin, Xiaoting Liu, Youssef F. Rashed, Xiaoying Zhuang:
Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks. 107825 - Keqing Du, Xinyu Yang, Hang Chen:
Enhancing multivariate spatio-temporal forecasting via complete dynamic causal modeling. 107826 - Senyu Hou, Maolong Xu, Gaoxia Jiang, Yaqing Guo, Wenjian Wang:
Outlier-trimmed dual-interval smoothing loss for sample selection in learning with noisy labels. 107827 - Xvhao Xiao, Zhong Wang, Junping Yao, Jing Wei, Bo Zhang, Wenyang Chen, Zuhan Geng, Enmin Song:
Att-BrainNet: Attention-based BrainNet for lung cancer segmentation network. 107828 - Xin Yao, Enlang Li, Yimin Chen, Jiawei Guo, Kecheng Huang, Fengxiao Tang, Ming Zhao:
Stealthy and efficient adversarial example attack on video retrieval systems. 107829 - Lijuan Duan, Zichen Zhang, Zhaoying Liu, Fengjin Xiao:
A weakly-supervised oriented object detector : Knowledge-based dropblock and unified regression network. 107830 - Juan Diego Toscano, Li-Lian Wang, George Em Karniadakis:
KKANs: Kurková-Kolmogorov-Arnold networks and their learning dynamics. 107831 - Ruimin Sun, De Ma, Gang Pan:
Post-training quantization for efficient ANN-SNN conversion. 107832 - Hao Xiong, Zhiyong Wang, Roneel V. Sharan, Shlomo Berkovsky:
Uncertainty-guided attention learning for malaria parasite detection in thick blood smears. 107833 - Vishnu Mohan, Reuben Rideaux:
Energy efficiency and sensitivity benefits in a motion processing adaptive recurrent neural network. 107834 - Zhan Zhou, Yanjie Chen, Fengxiang Zhang, Hanjie Liu, Hamid Reza Karimi, Jinde Cao:
Multimodal prediction of catheter ablation outcomes in patients with persistent atrial fibrillation. 107835 - Zhuowen Li, Hongmei Chen, Biao Xiang, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li:
An incomplete multiview clustering approach considering missing data recovery based on consistency. 107836 - Chao Zhou, Jun Sun, Vasile Palade, Xiaojun Wu:
Similarity-based prototype reconstruction and feature reorganization for non-exemplar class incremental learning. 107837 - Jiexing Li, Yongji Guan, Tiantai Deng, Long Jin:
Periodic-noise-tolerant neurodynamic approach for kWTA operation applied to opinions evolution. 107839 - Xiao Ma, Xuan Wen, Jiangfeng Zeng, Ping Xiong, Xingyu Han:
KGFedRS: Knowledge Graph enhanced Federated Recommender System. 107840 - Yabin Zhang, Liang-Jian Deng:
Loss-driven dynamic weight and residual transformation in physics-informed neural network. 107841 - Yimo Ren, Jinfa Wang, Zhihui Zhao, Hui Wen, Hong Li, Hongsong Zhu:
Automated tactics planning for cyber attack and defense based on large language model agents. 107842 - Jiwen Zhou, Yue Xu, Zinan Liu, Fabien Pfaender, Wanyu Liu:
A confidence-guided Unsupervised domain adaptation network with pseudo-labeling and deformable CNN-transformer for medical image segmentation. 107844 - Yao Xiao, Youshen Xia:
Pixel adaptive deep-unfolding neural network with state space model for image deraining. 107845 - Yewang Gao, Ticao Jiao, Yuxia Li, Bo Li, Haibin Sun, Xuening Xing:
Output contraction analysis of discrete-time nonlinear systems with an application to RNNs. 107846 - Mohammad Ghiasvand Mohammadkhani, Niloofar Ranjbar, Saeedeh Momtazi:
E2TP: Element to tuple prompting improves aspect sentiment tuple prediction. 107847 - Zhong Dai, Shutang Liu:
Exponential stability of state-dependent impulsive Hopfield neural networks with beating phenomena. 107849 - Lulu Zhang, Huaguang Zhang, Xiaohui Yue, Tianbiao Wang:
Data-driven optimal tracking control for nonlinear systems with performance constraints via adaptive dynamic programming. 107852 - Dongyuan Tian, Yucheng Wang, Peiliang Gong, Zhewen Xu, Zhenghua Chen, Xiaohui Wei, Min Wu:
ACCNet: Adaptive cross-frequency coupling graph attention for EEG emotion recognition. 107853 - Yufei Guo, Zecheng Hao, Jiahang Shao, Jie Zhou, Xiaode Liu, Xin Tong, Yuhan Zhang, Yuanpei Chen, Weihang Peng, Zhe Ma:
PT-BitNet: Scaling up the 1-Bit large language model with post-training quantization. 107855 - Ziyue Chen, Tongya Zheng, Mingli Song:
Curriculum negative mining for temporal networks. 107858 - Xiang Shen, Chongqing Chen, Dezhi Han, Yangshuyi Xu, Xiuying Wang, Huiyu Zhou:
A triple-branch hybrid dynamic-static alignment strategy for vision-language tasks. 107871
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