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ORCIDNeural Networks, Volume 194
Volume 194, 2026
- Hu Fu, Yihua Tan, Hao Chen, Pengyi Li:
Tailoring knowledge for empowered cooperative actions in multi-agent reinforcement learning. 108023 - Jihong Wang, Yuxin Bai, Chunqiang Zhu, Hao Qian, Ziqi Liu, Minnan Luo:
Dynamic graph representation learning with disentangled information bottleneck. 108056 - Zelin Yao, Mukun Chen, Chuang Liu, Xianke Meng, Yibing Zhan, Jia Wu, Shirui Pan, Huiting Xu, Wenbin Hu:
DA-MoE: Addressing depth-sensitivity in graph-level analysis through mixture of experts. 108064 - Zhengyao Song, Yongqiang Li, Danni Yuan, Li Liu, Shaokui Wei, Baoyuan Wu:
WPDA: frequency-based backdoor attack with wavelet packet decomposition. 108074 - Lei Jia, Tiandong Zheng, Yujie Wu, Yiwei Li:
Design, analysis and verification of noise-tolerant and overshoot-free recurrent neural network. 108075 - Haoke Xiao, Lv Tang, Bo Li, Zhiming Luo, Shaozi Li:
Disentangled self-supervised video camouflaged object detection and salient object detection. 108077 - Cristiano Capone, Luca Falorsi:
Adaptive behavior with stable synapses. 108082 - Ruizhu Chen, Rong Fei, Junhuai Li, Aimin Li, Yalin Miao, Lili Wu, Zhiming Chen:
Dual-driven optimization of collaborative multi-agent via case learning and curiosity. 108083 - Ruixiang Wang, Chunxia Zhang, Chunhong Pan:
Graph convolutional network with adaptive grouping aggregation strategy. 108086 - Weibin Chen, Ying Zou, Zhiyong Xu, Li Xu, Shiping Wang:
Multi-view learning meets state-space model: A dynamical system perspective. 108088 - Md. Mithun Hossain, Md Shakil Hossain, M. F. Mridha, Nilanjan Dey:
A vision-language model for multitask classification of memes. 108089 - Long Xu, Yongquan Chen, Shanghong Li, Junkang Chen, Ziyuan Tang:
ClickAttention: Click region similarity guided interactive segmentation. 108090 - Yumiao Zhao, Bo Jiang, Yuan Chen, Ye Luo, Jin Tang:
Multi-modal orthogonal fusion network via cross-layer guidance for Alzheimer's disease diagnosis. 108091 - Lars Keuninckx, Matthias Hartmann, Paul Detterer, Ali Safa, Wout Mommen, Ilja Ocket:
On training networks of monostable multivibrator timer neurons. 108092 - Dianlei Gao, Fei Zhu:
HMT-DTI: Hierarchical meta-path learning with transformer for drug-target interaction prediction. 108093 - Zefan Zhang, Yanhui Li, Weiqi Zhang, Tian Bai:
Dual-level dynamic heterogeneous graph network for video question answering. 108094 - Jiancheng Gu, Jiabin Yuan, Jiyuan Cai, Xianfa Zhou, Lili Fan:
La-LoRA: Parameter-efficient fine-tuning with layer-wise adaptive low-rank adaptation. 108095 - Hu Gao, Xiaoning Lei, Depeng Dang:
Enhancing image restoration through learning context-rich and detail-accurate features. 108096 - Jianhua Ma, Mingfeng Jiang, Xian Fang, Jiatong Chen, Yaming Wang, Guang Yang:
Hybrid aggregation strategy with double inverted residual blocks for lightweight salient object detection. 108097 - Sijia Gu, Fei Zhu:
Weakly supervised multi-modal imitation learning from incompletely labeled demonstrations. 108098 - Yaping Bai, Jinghua Li, Dehui Kong, Suqiao Yang, Baocai Yin:
EKDSC: Long-tailed recognition based on expert knowledge distillation for specific categories. 108099 - Guici Chen, Houxuan Zhang, Shiping Wen, Junhao Hu, Leimin Wang:
Fixed/prescribed-time synchronization of state-dependent switching neural networks with stochastic disturbance and impulsive effects. 108100 - Zhihao Yao, Bo Li, Yufei Liao:
Discriminative representation learning via attention-enhanced contrastive learning for short text clustering. 108101 - Xiu-Long Yi, You Fu, Enxu Bi, Jianguo Liang, Hao Zhang, Jianzhi Yu, Qianqian Li, Rong Hua, Rui Wang:
Radiology report generation via visual-semantic ambivalence-aware network and focal self-critical sequence training. 108102 - Wenjie Yang, Shengzhong Zhang, Zengfeng Huang:
Cross-level graph contrastive learning for community value prediction. 108103 - Xiao Yang, Xuejiao Zhao, Zhiqi Shen:
A unified gradient regularization method for heterogeneous graph neural networks. 108104 - Jiyao Li, Mingze Ni, Yongshun Gong, Wei Liu:
Deceiving question-answering models: A hybrid word-level adversarial approach. 108105 - Bo Kong, Shengquan Liu, Liruizhi Jia, Yi Liang, Dongfang Han, Xu Zhang:
MINIGE-MNER: A multi-stage interaction network inspired by gene editing for multimodal named entity recognition. 108106 - Jie Song, Xing Wu, Junfeng Yao, Qi Zhang, Chenhao Shang, Quan Qian, Jun Song:
SPC: Self-supervised point cloud completion. 108107 - Wen Liu, Shihua Fu, Jianjun Wang, Renato De Leone, Jianwei Xia:
Stability of large-scale probabilistic Boolean networks via network aggregation. 108108 - Xinrong Yang, Haitao Li:
State-flipped control design for the stabilization of probabilistic Boolean control networks. 108109 - Qiulei Han, Hongbiao Ye, Miaoshui Bai, Lili Wang, Yan Sun, Ze Song, Jian Zhao, Lijuan Shi, Zhejun Kuang:
MAN-GNN: An interpretable biomarker architecture for neurodevelopmental disorders. 108110 - Giulia Salzano, Paolo Paradisi, Enrico Cataldo:
A biologically plausible model of astrocyte-neuron networks in random and hub-driven connectivity. 108111 - Giannis Nikolentzos, Dimitrios Kelesis, Michalis Vazirgiannis:
On the theoretical expressive power of graph transformers for solving graph problems. 108112 - Zsigmond Benko, Marcell Stippinger, Attila Bencze, Fülöp Bazsó, András Telcs, Zoltán Somogyvári:
Inference of hidden common driver dynamics by anisotropic self-organizing neural networks. 108113 - Yurong Wang, Min Lin, Qitu Hu, Shuangcheng Bai, Yanling Li, Longjie Bao:
A domain-specific cross-lingual semantic alignment learning model for low-resource languages. 108114 - Wei Li, Zhixin Li, Fuyun Deng, Kun Zeng, Canlong Zhang:
Counterfactual causal inference for robust visual question answering. 108115 - Xiang Li, Long Lan, Husam Lahza, Shaowu Yang, Shuihua Wang, Yong Liang, Hudan Pan, Wenjing Yang, Hengzhu Liu, Yu-Dong Zhang:
LCA-Med: A lightweight cross-modal adaptive feature processing module for detecting imbalanced medical image distribution. 108116 - Yuqing Xing, Haodong Chen, Quan Zheng:
ToBaFu: Topology-based fusion model for classification of two-dimensional cancer images. 108117 - Bo Liu, Yu-Dong Zhang, Shuihua Wang, Siyue Li, Jin Hong:
DGSSA: Domain generalization with structural and stylistic augmentation for retinal vessel segmentation. 108118 - Yu Xie, Yu Chang, Ming Li, A. K. Qin, Xialei Zhang:
AutoSGRL: Automated framework construction for self-supervised graph representation learning. 108119 - Jun Zheng, Runda Jia, Shaoning Liu, Ranmeng Lin, Dakuo He, Fuli Wang:
Offline-to-online reinforcement learning with efficient unconstrained fine-tuning. 108120 - Shiqing Yao, Jiajun Chai, Haixin Yu, Yongzhe Chang, Tian-Tian Zhang, Yuanheng Zhu, Xueqian Wang:
Tacit mechanism: Bridging pre-training of individuality to multi-agent adversarial coordination. 108121 - Hongjia Xu, Sheng Zhou, Zhuonan Zheng, Ning Ma, Jiawei Chen, Jiajun Bu:
Contrastive learning unlocks geometric insights for dataset pruning. 108122 - Qinghang Su, Dayan Wu, Chenming Wu, Bo Li, Weiping Wang:
Planning forward: Deep incremental hashing by gradually defrosting bits. 108123 - Haijia Bi, Lu Liu, Hai Cui, Shengyue Liu, Ridong Han, Jiayu Han, Tao Peng:
Improving few-shot relation classification with multi-scale hierarchical prototype learning. 108124 - Shuangjie Li, Baoming Zhang, Jianqing Song, Gaoli Ruan, Chongjun Wang, Junyuan Xie:
TGSL: Trade-off graph structure learning via multifaceted graph information bottleneck. 108125 - Yan Wang, Ling Guo, Hao Wu, Tao Zhou:
Energy-based diffusion generator for efficient sampling of Boltzmann distributions. 108126 - Siqi Cai, Zheyuan Lin, Xiaoli Liu, Wenjie Wei, Shuai Wang, Malu Zhang, Tanja Schultz, Haizhou Li:
Spiking neural networks for EEG signal analysis: From theory to practice. 108127 - Nana Jia, Zhiao Zhang, Tong Jia:
MDSFD-Net: Alzheimer's disease diagnosis with missing modality via disentanglement learning and feature distillation. 108128 - Ke Liu, Mengxuan Li, Jiajun Bu, Hongwei Wang, Haishuai Wang:
CSTSINR: improving temporal continuity via convolutional structured implicit neural representations for time series anomaly detection. 108129 - Zhinan Peng, Xingyu Zhang, Zhuo Xia, Lin Hao, Linpu He, Hong Cheng:
Fixed-time learning-based optimal tracking control for robotic systems with prescribed performance constraints. 108130 - Rodolfo Valiente, Praveen K. Pilly:
Metacognition for Unknown Situations and Environments (MUSE). 108131 - Xiuding Cai, Yaoyao Zhu, Linjie Fu, Dong Miao, Yu Yao:
Self identity mapping. 108132 - Yao Zhang, Lang Qin, Zhongtian Bao, Hongru Liang, Jun Wang, Zhenglu Yang, Zhe Sun, Andrzej Cichocki:
Adaptive knowledge selection in dialogue systems: Accommodating diverse knowledge types, requirements, and generation models. 108133 - Fang Wan, Jianhang Zhang, Tianyu Li, GuangBo Lei, Li Xu, Zhiwei Ye:
AAC-GS: Attention-aware adaptive codebook for Gaussian splatting compression. 108134 - Lu Shi, Gaoyun An, Yigang Cen, Yansen Huang, Fei Gan:
DePoint: Improving rotation robustness of 3D point cloud analysis via decreasing entropy. 108135 - Changjian Deng, Jian Cheng, Yanzhou Su, Zeyu An, Zhiguo Yang, Ziying Xia, Yijie Zhang, Shiguang Wang:
WideTopo: Improving foresight neural network pruning through training dynamics preservation and wide topologies exploration. 108136 - Jingye Tang, Tianqing Zhu, Wanlei Zhou, Wei Zhao:
Graph neural networks for fMRI functional brain networks: A survey. 108137 - Weimin Yuan, Cai Meng, Xiangzhi Bai:
Image restoration driven by dual-scale prior. 108138 - Meixiu Long, Jiahai Wang, Junxiao Ma, Jianpeng Zhou, Siyuan Chen:
LLM-augmented entity alignment: an unsupervised and training-free framework. 108139 - Chunyi Hou, Yongchuan Yu, Jinquan Ji, Siyao Zhang, Xumeng Shen, Jianzhuo Yan:
Graph-patchformer: Patch interaction transformer with adaptive graph learning for multivariate time series forecasting. 108140 - Yueyao Li, Bin Wu:
Joint generative and alignment adversarial learning for robust incomplete multi-view clustering. 108141 - Thiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral:
Towards out-of-distribution detection using gradient vectors. 108142 - Yueyang Pi, Yang Huang, Yongquan Shi, Fuhai Chen, Shiping Wang:
Implicit graph neural networks with flexible propagation operators. 108143 - Jin Hu, Keying Zhou, Jun Wang:
A one-layer recurrent neural network for robust linear programming subject to l∞ norm uncertainty. 108144 - Dazhi Zhao, Haiyan Li, Qin Luo, Wenguang Hu:
Hölder network for improved adversarial robustness. 108145 - Jiao Huang, Qianli Xing, Jinglong Ji, Bo Yang:
Reinforcement learning with formation energy feedback for material diffusion models. 108146 - Penglei Gao, Rui Zhang, Xi Yang, Zhuang Qian, Kaizhu Huang:
Lena-TRNN: Exploring energy flow for time series prediction. 108147 - Ruochi Zhang, Haoran Wu, Chang Liu, Huaping Li, Yuqian Wu, Kewei Li, Yifan Wang, Yifan Deng, Jiahui Chen, Fengfeng Zhou, Xin Gao:
PepHarmony: a multi-view contrastive learning framework for integrated sequence and structure-based peptide representation. 108148 - Yun Zhou, Yuqiang Wu, Qiaoyun Wu, Chunyu Tan, Shu Zhan, Richang Hong:
Dual-head prediction and reconstruction with coarse-to-fine masks for visual reinforcement learning. 108149 - Jie Sun, Zhilin Sun, Zhongshan Chen, Mengyang Dong, Xiaozheng Wang, Changwei Chen, Hao Zheng, Xiangjun Zhao:
MSA-LR: Enhancing multi-scale temporal dynamics in multivariate time series forecasting with low-rank self-attention. 108150 - Tongtong Li, Kai Li, Ziyang Zhao, Qi Sun, Xinyan Zhang, Zhijun Yao, Jiansong Zhou, Bin Hu:
Deep adaptive fusion network with multimodal neuroimaging information for MDD diagnosis: an open data study. 108151 - Mingzhu Tai, Zhenqiu Shu, Songze Tang, Zhengtao Yu:
Spatial-spectral multi-order gated aggregation network with bidirectional interactive fusion for hyperspectral image classification. 108152 - Kunbo Han, Hongyan Yin, Junpeng Tan, Chongzhi Gao, Chunmei Qing:
Progressive multi-branch video style transfer network via confidence reweighted projection. 108153 - Abdulrahman Noman, Beiji Zou, Chengzhang Zhu, Mohammed Alhabib, Ahmed Alasri:
Cascading size-dependent deep propagation (CADP): Addressing over-smoothing in graph few-shot dermatology classification. 108154 - Huyu Wu, Bowen Jia, Xue-Ming Yuan:
LLM-led vision-spectral fusion: A zero-shot approach to temporal fruit image classification. 108155 - Dianlong You, Chuan Lu, Zhijuan Wu, Xiaoyi Ge, Di Wu:
Counterfactual generation with joint causal representation for generative adversarial networks. 108156 - Jongmin Han, Seokho Kang:
Consistency-regularized graph neural networks for molecular property prediction. 108157 - Hexuan Liu, Xiao Li, Yitian Xu:
Small sphere and large margin support tensor machines for imbalanced tensor data classification. 108158 - Xuejian Gao, Fang'ai Liu, Xuqiang Zhuang, Yujuan Zhang, Xiaohui Tian, Yuyu Dong, Hongda Yang:
A unified dual-view knowledge-guided sentiment interaction networks for aspect-based sentiment analysis. 108159 - Yalan Jiang, Zhongliang Li, Bin Song:
Fine-tuning large language models in federated learning with fairness-aware prompt selection. 108160 - Xiaoqi Jiao, Heng Lian, Jiamin Liu, Yingying Zhang:
Linear convergence of proximal gradient method for linear sparse SVM. 108162 - Yifan Liang, Fangkun Liu, Andong Li, Xiaodong Li, Chengyou Lei, Chengshi Zheng:
NaturalL2S: End-to-end high-quality multispeaker lip-to-speech synthesis with differential digital signal processing. 108163 - Peng Wang, Xiao Ding, Kai Xiong, Bing Qin, Ting Liu:
Necessary and sufficient knowledge enhanced collaborative logical reasoning in LLMs. 108164 - Qinchen Yang, Fukai Zhang, Cong Wang:
Pattern-based learning and control for a class of sampled-data nonlinear systems. 108165 - Ling Huang, Zhe-Yuan Li, Xiao-Dong Huang, Yuefang Gao, Chang-Dong Wang, Philip S. Yu:
Autoencoder-based contrastive learning for next basket recommendation. 108166 - Xuhao Cao, Peiliang Gong, Liying Zhang, Daoqiang Zhang:
EEG-CLIP: A transformer-based framework for EEG-guided image generation. 108167 - Wenbing Zhang, Atitalla Abuzar Hussein Mohammed, Luyang Yu, Tingwen Huang:
Output-based sampled-data control of signed networks via parametric Lyapunov equations approach. 108169 - Guizheng Guan, Bin Liu:
High-speed olfactory perception with adaptive load balancing based on a laser array reservoir computing architecture. 108173 - Xinmiao Gao, Miao Yang, Zhuoran Xie:
Domain adaptive underwater object detection via complementary style-aware learning. 108174 - Wenhua Dong, Xiao-Jun Wu, Bo Fan:
Anchor point segmentation based multi-view clustering. 108175 - Zhenghan Gao, Chengming Liu, Yucheng Shi, Xin Guo, Jing Xu, Hong Zhang, Lei Shi:
FTA2C: Achieving superior trade-off between accuracy and robustness in adversarial training. 108176 - Shunyong Li, Kun Liu, Mengjiao Zheng, Liang Bai:
Multi-view spectral clustering algorithm based on bipartite graph and multi-feature similarity fusion. 108177 - Jeremy Diamzon, Daniele Venturi:
Uncertainty propagation in feed-forward neural network models. 108178 - Jinzhou Wu, Baoping Tang, Yi Wang, Cheng Li, Qichao Yang:
A multi-level teacher assistant-based knowledge distillation framework with dynamic feedback for motor imagery EEG decoding. 108180 - Elena Agliari, Andrea Alessandrelli, Adriano Barra, Martino Centonze, Federico Ricci-Tersenghi:
Networks of Hebbian networks: more is different. 108181 - Sneha Shukla, Puneet Gupta:
Elevating adversarial robustness by contrastive multitasking defence in medical image segmentation. 108182 - Jiemei Zhao, Fenglin Wang:
Synchronization of reaction-diffusion delayed inertial memristive neural networks via adaptive pinning control. 108183 - Chengyu Li, Debo Cheng, Guixian Zhang, Yi Li, Shichao Zhang:
Toward fair graph neural networks via dual-teacher knowledge distillation. 108184 - Junyao Li, Yahao Lu, Xingyuan Guo, Xiaoyu Xian, Tiantian Wang, Yukai Shi:
Exploiting Gaussian agnostic representation learning with diffusion priors for enhanced infrared small target detection. 108185 - Dongyi Li, Xiyu Liu, Yuzhen Zhao:
Autonomous spiking neural P systems with coupled neurons. 108186 - Jun Wang, Chunman Yan:
CEVG-RTNet: A real-time architecture for robust forest fire smoke detection in complex environments. 108187 - Shengcai Zhang, Huiju Yi, Fanchang Zeng, Xuan Zhang, Zhiying Fu, Dezhi An:
DiffMixer: A prediction model based on mixing different frequency features. 108188 - Jilan Cheng, Guoli Long, Zeyu Zhang, Zhenjia Qi, Hanyu Wang, Libin Lu, Shuihua Wang, Yu-Dong Zhang, Jin Hong:
WaveNet-SF: A hybrid network for retinal disease detection based on wavelet transform in spatial-frequency domain. 108189 - Jiayi Mao, Hanle Zheng, Huifeng Yin, Hanxiao Fan, Lingrui Mei, Hao Guo, Yao Li, Jibin Wu, Jing Pei, Lei Deng:
Adaptive dendritic plasticity in brain-inspired dynamic neural networks for enhanced multi-timescale feature extraction. 108191 - Jinghui Tian, Yue Yu, Hamid Reza Karimi, Fei Gao, Jing Lin:
A continual test-time domain adaptation method for online machinery fault diagnosis under dynamic operating conditions. 108192 - Xudong Jia, Niangxi Zhuang, Wei Peng, Baokang Zhao, Peng Xun, Haojie Li, Chiran Shen:
Corrigendum to "MultiverseAD: Enhancing Spatial-Temporal Synchronous Attention Networks with Causal Knowledge for Multivariate Time Series Anomaly Detection" [Neural Networks 192 (2025) 107903]. 108193 - Jun Wan, Hui Xi, Yuanzhi Yao, Hang Sun, Zhihui Lai, Jie Zhou:
Interpretable facial landmark detection by multi-expert collaborative uncertainty-aware deep networks. 108195 - Chengqing Liang, Lei Liu, Jinde Cao, Xiaodi Li:
Autonomous collision-avoiding for multi-UAVs in complex dynamic environments: An event-triggered PPO approach with LSTM-attention integration. 108196 - Fakhar Abbas, Araz Taeihagh:
Improved latent diffusion-based IC-DGAN framework for high-resolution multi-feature and expression manipulation. 108199
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