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ORCIDNeural Networks, Volume 192
Volume 192, 2025
- Gyeongmin Gu
, Minseo Jeon, Hyun-Je Song, Jinhong Jung:
Effective and lightweight representation learning for signed bipartite graphs. 107708 - Lin Sun, Hailong Huang, Yan Peng, Juntong Qi:
Detector-based boundary synchronization control of hidden Markov jump reaction-diffusion neural networks. 107710 - Jinshi Yu, Yuan Xie, Ge Ma, Xiaomeng Li:
Tensor wheel completion for visual data with sparsity and smoothness on latent space. 107713 - Kexin Bao, Fanzhao Lin, Zichen Wang, Yong Li, Dan Zeng, Shiming Ge:
PKI: Prior knowledge-infused neural network for few-shot class-incremental learning. 107724 - Hui Shen, Huifang Ma, Jiyuan Sun, Yuwei Gao, Zhixin Li:
Beyond Homophily: Class imbalance graph classification via Rewiring Graph of Graphs. 107738 - Ahmed Abdeljawad:
Uniform approximation with quadratic neural networks. 107742 - Michael W. Spratling:
A comprehensive assessment benchmark for rigorously evaluating deep learning image classifiers. 107801 - Amirhossein Mollaali, Gabriel Zufferey, Gonzalo Constante-Flores, Christian Moya, Can Li, Meng Yue, Guang Lin:
Conformalized prediction of post-fault voltage trajectories using pre-trained and finetuned attention-driven neural operators. 107809 - Nana Jia, Tong Jia, Zhiao Zhang, Yanchao Zhang, Liying Xing, Shuang Liu:
M3T-CKD: A multi-modal multi-teacher contrastive knowledge distillation framework for survival prediction of patients with carotid atherosclerosis. 107811 - Jiquan Wang, Sha Zhao, Zhiling Luo, Yangxuan Zhou, Shijian Li, Gang Pan:
EEGMamba: An EEG foundation model with Mamba. 107816 - Jiayu Zhang, Pengjie Tang, Yunlan Tan, Hanli Wang:
MGTR-MISS: More Ground Truth Retrieving based Multimodal Interaction and Semantic Supervision for video description. 107817 - Zelin Tao, Hao Deng, Mingqing Liu, Lijun Zhang, Shengjie Zhao:
PVBF: A framework for mitigating parameter variation imbalance in online continual learning. 107823 - Songming Zhang, Yuxiao Luo, Ziyu Lyu, Xiaofeng Chen:
ShiftKD: Benchmarking knowledge distillation under distribution shift. 107838 - Jie Ma, Chuanyan Zhou, Zhixuan Fan, Yongming Li, Yinghua Shen, Witold Pedrycz, Pin Wang:
DILC-ESAE: Data-Info envelope stacked autoencoder on correlation among samples rather than themselves. 107843 - Hongyu Chen, Weiming Zeng, Chengcheng Chen, Luhui Cai, Fei Wang, Yuhu Shi, Lei Wang, Wei Zhang, Yueyang Li, Hongjie Yan, Wai Ting Siok, Nizhuan Wang:
EEG Emotion Copilot: Optimizing lightweight LLMs for emotional EEG interpretation with assisted medical record generation. 107848 - Zhendong Wang, Kaikun Dong, Zongwei Du, Junheng Huang, Hongri Liu, Bailing Wang:
A novel model on improving Chinese dialogue summarization with multi-perspective information enhancement. 107850 - Xueying Fan, Liming Xu, Bochuan Zheng, Xianhua Zeng, Weisheng Li, Zhiwei Huang:
Pre- to post-contrast medical image synthesis with outline-guide accelerate diffusion model. 107851 - Xiaotong Zhu, Yudie Wang, Yuqing Ma, Zhange Zhang, Yujun Gao:
CognitMoE: A cognition-aware collaborative multi-expert network for bipolar disorder diagnosis. 107854 - Van Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen:
Singular values-driven automated filter pruning. 107857 - Ziyi Xiao, Cong Luo, Jiajia Hu, Guodong Sa, Yueyang Wang:
Exploring dual-view graph structures: Contrastive learning with graph and hypergraph for multivariate time series classification. 107859 - Junwei Chen, Zhenyu Zhang, Depeng Li, Zhigang Zeng:
Multiple semantic prompt for rehearsal-free continual learning. 107860 - Xinghang Lv, Jianming Fu, Yu Nie:
VDCRL: vulnerability detection with supervised contrastive code representation learning. 107861 - Yao Gou, Min Li, Yusen Zhang, Xianjie Zhang, Yujie He:
Multiple one-shot image generation via deep structure reshuffle. 107862 - Jing Peng, Shanshan Jia, Jiyuan Zhang, Yongxing Wang, Zhaofei Yu, Jian K. Liu:
Decoding natural visual scenes via learnable representations of neural spiking sequences. 107863 - Yanfen Cheng, Minghui Yuan, Fan He, Xun Shao, Jiajun Wu:
Aspect-based sentiment analysis based on multi-granularity graph convolutional network. 107864 - Rongjun Ge, Chong Wang, Yuxin Liu, Chunqiang Lu, Cong Xia, Yehui Jiang, Fangyi Xu, Yinsu Zhu, Daoqiang Zhang, Chengyu Liu, Yang Chen, Shuo Li, Yuting He:
Human gaze-based dual teacher guidance learning for semi-supervised medical image segmentation. 107865 - Nicolò Meneghetti, Atle E. Rimehaug, Gaute T. Einevoll, Alberto Mazzoni, Torbjørn V. Ness:
Kernel-based LFP estimation in detailed large-scale spiking network model of mouse visual cortex. 107866 - Hossein Aghagolzadeh, Mehdi Ezoji:
Contrastive Forward-Forward: A training algorithm of vision transformer. 107867 - Xiao Zhang, Peng Bao:
Multi-view contrastive learning for graph adversarial defense. 107868 - Zhaocan Yang, Yan Li, Yang Liu:
Continual source-free active domain adaptation for nasopharyngeal carcinoma tumor segmentation across multiple hospitals. 107869 - Jiazhou Jiang, Zhiyong Chen:
Experimental data-efficient reinforcement learning with an ensemble of surrogate models. 107870 - Jiajin Wu, Bo Yang, Qianyang Zhu, Runze Mao, Qing Li:
Price-aware debiased learning model for recommendation. 107872 - Yu Li, Yu Sun, Feng Wan, Zhen Yuan, Tzyy-Ping Jung, Hongtao Wang:
MetaNIRS: A general decoding framework for fNIRS based motor execution/imagery. 107873 - Linlin Wang, Tianqing Zhu, Wanlei Zhou, Philip S. Yu:
Linkage on security, privacy and fairness in federated learning: New balances and new perspectives. 107874 - Weiqiang Jin, Xingwu Tian, Ningwei Wang, Baohai Wu, Bohang Shi, Biao Zhao, Guang Yang:
Representation-driven sampling and adaptive policy resetting for improving multi-Agent reinforcement learning. 107875 - Shurui Li, Ren Xu, Xingyu Wang, Andrzej Cichocki, Jing Jin:
Dual branch neural network with dynamic learning mechanism for P300-based brain-computer interfaces. 107876 - Yanchun Li, Zemin Li, Long Huang, Lingzhi Hu, Li Zeng, Dongsu Shen:
Adversarial purification with one-step guided diffusion model. 107877 - Zhiqiang Wan, Yi-Fei Pu, Minghong Qin, Qiang Lai:
Robust full-parameter control method: Constructing multiscroll HNN via memristor. 107878 - Tamim Al Mahmud, Najeeb Jebreel, Josep Domingo-Ferrer, David Sánchez:
DP2Unlearning: An efficient and guaranteed unlearning framework for LLMs. 107879 - Ziye Zhang, Shuwen Lv, Runan Guo, Zhen Wang, Chong Lin:
Sampled-data control-based stabilization of fuzzy inertial quaternion-valued delayed neural networks with parameter uncertainties. 107880 - Jiyong Zhang, Zeyan Jin, Yiqian Xia, Xihua Yuan, Yifei Wang, Ning Li, Yinhui Yu, Deguang Li:
SS-KAN: Self-supervised Kolmogorov-Arnold networks for limited data remote sensing semantic segmentation. 107881 - Guokai Zhang, Jindian Lu, Yongyong Chen, Yuanhaonan Deng, Binghui Zhao, Hao Chen, Lixia Xue:
A lightweight dual-student mean teacher semi-supervised semantic segmentation method for skin lesions. 107882 - Benjamin C. Koenig, Suyong Kim, Sili Deng:
LeanKAN: a parameter-lean Kolmogorov-Arnold network layer with improved memory efficiency and convergence behavior. 107883 - Yamei Chen, Jianzhou Wang, Runze Li, Bo Zeng, Haiyan Lu:
Wind power generation forecasting system based on multi-model intelligent fusion strategy and probabilistic forecasting technology. 107884 - Haowei Lin, Weifeng Su, Runlin Huang, Bo Zhao, Jing Zhao, Wentao Fan:
Neuro-dynamic programming-based event-triggered fault tolerant control for nonlinear systems with multiple faults. 107885 - Yuling Li, Kui Yu, Fei Yang, Chunfeng Shen, Ji Chang, Zerui Li, Kang Liu:
Corrigendum to "Hierarchical Feature-guided Prototypical Network for Few-shot Knowledge Graph Completion" [Neural Networks Volume 191, November 2025, 107702/NN_107702]. 107886 - Senzhen Wu, Zhijin Wang, Xiufeng Liu, Yuan Zhao, Yue Hu, Yaohui Huang:
Temporal structure-preserving transformer for industrial load forecasting. 107887 - Ruigeng Zeng, Wentao Ma, Tongqing Zhou, Shan Zhao, Xinjun Mao, Jie Liu:
Hierarchical knowledge-guided reasoning for text-based person re-identification. 107888 - Liqun Zhou, Yongkang Zhang, Xinsong Yang, Jiapeng Han:
Global polynomial synchronization of neural networks with bidirectional proportional delays via adaptive pinning control and its application in image encryption. 107889 - Zhiping Wang, Peng Yao, Shuwei Shen, Pengfei Shao, Wei Ren, Liang Zeng, Mingzhai Sun, Ronald X. Xu:
DMCA-Net: Dual-branch multi-granularity hierarchical contrast and cross-attention network for cervical abnormal cell detection. 107890 - Lina Zhou, Xiao Jiang, Mengxue Pang, Jinshan Zhang, Shuai Zhang, Chris D. Nugent, Lishan Qiao:
GSAformer: Group sparse attention transformer for functional brain network analysis. 107891 - Shengbo Zhang, Guoqiang Ren:
RoSwish: A novel Rotating Swish activation function with adaptive rotation around zero. 107892 - Jiaxin Hu, Jie Lin, Xiangyuan Yang, Hanlin Zhang, Peng Zhao:
Enhancing adversarial transferability via transformation inference. 107896 - Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares:
Enhancing intelligent transportation systems with a more efficient model for long-term traffic predictions based on an attention mechanism and a residual temporal convolutional network. 107897 - Jonathan García, Philipp Petersen:
High-dimensional classification problems with Barron regular boundaries under margin conditions. 107898 - Chunlei Peng, Yinyin Chen, Decheng Liu, Nannan Wang, Xinbo Gao:
FairForensics: mitigating attribute bias in deepfake detection by integrating texture and attribute features. 107899 - Haining Li, Hong-Li Li, Tingwen Huang, Xinzhi Liu, Jinde Cao:
Quasi-synchronization of Caputo-Hadamard fractional-order memristive neural networks with time-varying delays. 107900 - Yazhou Zhang, Mengyao Wang, Youxi Wu, Prayag Tiwari, Qiuchi Li, Benyou Wang, Jing Qin:
DialogueLLM: Context and emotion knowledge-tuned large language models for emotion recognition in conversations. 107901 - Yicheng Wang, Feng Liu, Junmin Liu, Kai Sun:
Exclusive style removal for cross domain novel class discovery. 107902 - Xudong Jia, Defu Cao, Niangxi Zhuang, Wei Peng, Baokang Zhao, Peng Xun, Haojie Li, Chiran Shen:
MultiverseAD: Enhancing spatial-temporal synchronous attention networks with causal knowledge for multivariate time series anomaly detection. 107903 - Xiaoyu Fu, Shenshen Gu, Chee-Meng Chew:
Optimizing the multi-objective traveling salesman problem with a deep reinforcement learning algorithm using cross fusion attention networks. 107904 - Yifan Li, Xu Dong, Zhuang Wu, Jing Gao, Tianqi Zhang, Lina Yu:
Reinforcement learning with temporal and variable dependency-aware transformer for stock trading optimization. 107905 - Xiuze Li, Zhenhua Huang, Changdong Wang, Yunwen Chen:
Dominant preference decoupling and guided perturbed preference injection for cross-domain sequence recommendation. 107906 - Huibin Wei, Qi Li, Xindai Lin, Yuhao Lin, Shu Wang, Shengfeng He, Antoni B. Chan, Wenxi Liu:
Regional crowd flow estimation from aerial view. 107907 - Jingliang Gu, Xingjie Zhuang, Zhixin Li:
MSB-VQA: Overcoming multiple source biases for robust visual question answering. 107908 - Renshuai Tao, Hairong Chen, Yuzhe Guo, Jiakai Wang, Boying Wang, Rongrong Ni, Yao Zhao:
LS-PRISM: A layer-selective pruning method via low-rank approximation and sparsification for efficient large language model compression. 107909 - Jiayuan Yan, Bin Hu, Zhi-Hong Guan, Ding-Xue Zhang:
State bounding for discrete-time switched genetic regulatory networks with time delay and exogenous disturbances. 107910 - Yang Zeng, Cheng Hua, Bolin Liao, Zhan Li:
Design and analysis of gradient-based differential neural network for solving time-varying quadratic problems with inequality constraint. 107911 - Kaiyao Zhu, Jinhuan Liu, Xuemeng Song, Jianhua Yin, Shuhan Qi, Junwei Du:
Hierarchical fine-grained multi-behavior recommendation with behavior-aware contrastive learning. 107912 - Shaoqing Lv, Chichi Wang, Ju Xiang, Zhiqiang Bao, Min Li:
Boosting Knowledge Graph with Diverse-Aware Intent Inference for recommendations. 107914 - Rui Wang, Caijuan Shi, Weixiang Gao, Changyu Duan, Ao Cai, Fei Yu, Yunchao Wei:
Long-range diffusion for weakly camouflaged object segmentation. 107915 - Pan Wu, Jin Tang:
MHDBN: Mamba-based hybrid dual-branch network for multi-focus image fusion. 107916 - Qiuyue Zuo, Haibing Fan, Lin Xiao, Zhizhong Liu:
Two novel cold-start multistage neural solvers for constrained nonlinear equations with extended time horizons. 107917 - Yao Fan, Fuqiang Di, Minqing Zhang, Zichi Wang, Jia Liu:
Lossless steganographic network via model arithmetic operations. 107918 - Zhiyong Huang, Zhiyu Zhao, Zhi Yu, Mingyang Hou, Shiyao Zhou, Jiahong Wang, Yan Yan, Yushi Liu, Hans Gregersen:
SCFMUNet: A fusion architecture based on multi-scale state space model and channel attention for medical image segmentation. 107919 - Saeed Iqbal, Xiaopin Zhong, Muhammad Attique Khan, Zongze Wu, Dina Abdulaziz Alhammadi, Weixiang Liu:
Family-based continual learning for multi-domain pattern analysis in federated frameworks with GCN and ViT. 107920 - Qi Li, Zhenyu Zhang, Yong Zhang, Zhao Zhang, Lin Zhu, Xiaolei Hua, Renkai Yu, Xinwen Fan, Zhe Lei, Junlan Feng:
JCCMTM: Joint channel-independent and channel-dependent strategy for masked multivariate time-series modeling. 107922 - Yajing Guo, Xiujuan Lei, Zhengfeng Wang, Ling Guo, Fang-Xiang Wu, Yi Pan:
Nucleotide-level circRNA-RBP binding sites prediction based on hybrid encoding scheme and enhanced feature extraction. 107923 - Yadang Chen, Zhen Xu, Jin Wang, Zhi-Xin Yang:
Adaptive set-level metric for few-Shot image classification. 107924 - Pallabi Dutta, Soham Bose, Swalpa Kumar Roy, Sushmita Mitra:
Are Vision-xLSTM-embedded U-Nets better at segmenting medical images? 107925 - Xinxin Su, Zhen Huang, Menglong Lu, Sisi Dai, Biao Hu, Yong Dou, Yunxiang Zhao:
A cause fusion framework with information bottleneck for conversational causal emotion entailment. 107926 - Junseung Ryu, Seungtae Park, Hyung Ju Hwang:
A Physics-Informed Neural Network framework for solving PDEs on point clouds via surface reconstruction. 107928 - Qiuzhen Wan, Jiong Liu, Tieqiao Liu, Rou Zhou, Peng Qin:
Dual channel and dual feedback loop self-learning memristive neural network circuit and its application. 107929 - Jian Gao, Yuhe Zhang, Pengbo Zhou, Xinda Liu, Longquan Yan, Mingquan Zhou, Guohua Geng:
CMFF: Cross-modal feature fusion network for robust point cloud completion. 107930 - Jia Wu, Zixuan Xu, Siyao Qiao:
Fast Heterogeneous Graph Neural Network Generation via Meta Contrastive Learning. 107727 - Martin L. L. R. Barry, Wulfram Gerstner, Guillaume Bellec:
Context selectivity with dynamic availability enables lifelong continual learning. 107728 - Ruihao Gong, Yifu Ding, Zining Wang, Chengtao Lv, Xingyu Zheng, Jinyang Du, Yang Yong, Shiqiao Gu, Haotong Qin, Jinyang Guo, Dahua Lin, Michele Magno, Xianglong Liu:
A survey of low-bit large language models: Basics, systems, and algorithms. 107856 - Kun Yang, Liansong Zong, Mingwei Tang, Jie Hu, Yanxi Zheng, Yujun Chen, Mingfeng Zhao:
MPGM:Multi-prompt generation model with self-supervised contrastive learning for aspect sentiment triplet extraction. 107894 - Vatsanai Jaiton, Poramate Manoonpong:
Neural dynamics and synaptic plasticity in simple networks drive Lévy flight foraging and obstacle avoidance behaviors for bio-inspired autonomous flight. 107913 - Wenhao Dong, Yueyang Li, Weiming Zeng, Lei Chen, Hongjie Yan, Wai Ting Siok, Nizhuan Wang:
STARFormer: A novel spatio-temporal aggregation reorganization transformer of FMRI for brain disorder diagnosis. 107927 - Xinyu Han, Ziqi Yang, Yi Zhao:
Interpreting reservoir computing through the equivalent visualization of its loss landscape. 107931 - Deepak Gupta, Barenya Bikash Hazarika, Umesh Gupta:
A functional iterative approach for twin bounded support vector machine with squared pinball loss (Spin-FITBSVM). 107942 - Shijie Xu, Yufeng Chen, Xiaoqian Zhang, Feng Sun, Siyu Chen, Yanchi Ou, Chao Luo:
X-UNet:A novel global context-aware collaborative fusion U-shaped network with progressive feature fusion of codec for medical image segmentation. 107943 - Eiman, Kamal Shah, Muhammad Sarwar, Thabet Abdeljawad:
Study of fractional order epidemic compartmental model by using artificial deep neural networks. 107944 - Yu Yang, Pingan He, Xiaoling Peng, Qiaolin He:
A novel number-theoretic sampling method for neural network solutions of partial differential equations. 107945 - Minting Dai, Xi Yang, Wenjiao Dong, Nannan Wang:
GAE-Net: A gait-assisted enhancement network for video-based person re-identification. 107946 - Tao Wang, Xiangfeng Luo, Zhenyu Zhang, Shaorong Xie:
Efficient offline-to-online reinforcement learning with pre-reduced out-of-distribution Q-values. 107947 - Hengbin Liu, Xin Wang, Changsheng Li, Ning Tan:
Liquid state machines Gaussian process. 107949 - Zhigang Cen, Ningyan Guo, Wenjing Xu, Zhiyong Feng, Danlan Huang:
Static-dynamic class-level perception consistency in video semantic segmentation. 107953 - Seunghwan An, Sungchul Hong, Jong-June Jeon:
Variational autoencoder for distributional learning via quantile function estimation. 107956 - Tingting Zhai, Wei Liu:
Online kernel selection for online multi-label classification. 107958 - Jingkai Wang, Xiangkun Wang, Jiafen Liu, Xiaocao Ouyang, Yanhua Li, Jie Zhang, Xin Yang:
Robust open intent classification in many-shot and few-shot scenarios. 107964 - Ruidong Han, Xiaofeng Wang, Ningning Bai, Jianpeng Hou, Wenshuo Zhang, Jianghua Li:
HSFF-Net: Hierarchical spectral-feature fusion network for deepfake detection and localization. 107967 - Xin Wu, Yuqi Bu, Yi Cai, Yifei Chen, Ho-Fung Leung:
Type-agnostic and form-oriented deductive conclusion generation. 107968 - Haseena Rahmath P, Kuldeep Chaurasia, Abhay Bansal:
Strategies at a glance: A comparative analysis of training techniques for optimizing early-exit deep neural networks. 107970 - Sunghong Park, Dong-gi Lee, Juhyeon Kim, Dokyoon Kim, Yonghyun Nam, Bumhee Park, Narae Kim, Seulgi Lee, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Hyun Goo Woo, Hyunjung Shin:
Explainable multiplex graph propagational network with multimodal neuroimage integration for dementia subtype diagnosis. 107971 - Fan Zhang, Xiangxu Cao, Yuqian Zhao:
Adaptively trigger memory network with temporal consistency for semi-supervised long video object segmentation. 107976
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