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Neural Networks, Volume 200
Volume 200, 2026
- Yuwen Ge

, Guoliang Wei
, Junke Wu
:
Decoupling geometry and appearance in Gaussian splatting for reflective surface reconstruction: A glossy image prior-guided approach. 108653 - Guowei Wang

, Tongtong Li
, Qi Sun
, Hong Peng
, Taowen Ren, Yu Fu
, Zhijun Yao
, Bin Hu
:
Multimodal graph fusion-based GCN for Alzheimer's disease diagnosis using fMRI and T1-weighted MRI. 108748 - Yang Liu

, Xiang Feng
, Huiqun Yu
:
A Multi-Agent Continual reinforcement learning framework with multi-Timescale replay and dynamic task classification. 108752 - Yiqi Wu

, Changliang Li
, Jiale He, Feng Cao, Cuilian Lei, Yilin Chen
, Dejun Zhang
:
Temporal and spatial context aware voxel transformer for semantic scene completion. 108754 - Yujie Fan

, Jing Chen
, Wenqiang Xu
, Weimin Peng
:
DADiffNet: Delay-aware diffusion networks with adaptive subgraphs for large scale traffic forecasting. 108756 - Atsushi Takagi

, Sho Ito
, Hiroaki Gomi:
Minimizing command timing variability is a key factor in skilled actions. 108759 - Haoyuan Chen, Nuobei Shi, Ling Chen, Raymond S. T. Lee

:
Locally adaptive compensation for analytic class-incremental learning. 108761 - Kaifu Long

, Junchang Xin
, Luxuan Qu
, Mingcan Wang
, Jiani Li
, Zhiqiong Wang
:
Inferring gene regulatory networks via adversarially regularized directed graph autoencoder. 108762 - Wenhui Liu

, Kangyang Luo
, Zhijian Wu
, Shanfeng Hao
, Dingjiang Huang
:
Mitigating OOD overoptimism via in-sample value function in offline reinforcement learning. 108763 - Md. Iqbal Hossain

, Neeresh Kumar Perla, Afia Sajeeda, Siyu Xia, Ming Shao:
A survey of recent advances in adversarial attack and defense on vision-language models. 108764 - Siyuan Xu

, Yujie Wu
, Jibin Wu
, Lei Deng
, Mingkun Xu
, Qinghao Wen
, Guoqi Li
:
Advancing the forward-forward algorithm towards high-performance deep local learning. 108765 - Yongjian Zhou

, Wei Zhou
, Luwen Huangfu
, Jun Zeng
, Tingyue He
, Junhao Wen
:
Multi-granularity preference enhancement with hierarchical feature extraction for session-based recommendations. 108766 - Shaoqian Zhou

, Wen You
, Ling Guo, Xuhui Meng:
Scalable physics-informed deep generative model for solving forward and inverse stochastic differential equations. 108770 - Shangge Liu

, Lei Wang
, Rui Yan
, Jing Huo
, Wenbin Li
, Yang Gao
:
A continual learning framework with long-term and multiple short-term memory networks. 108774 - Ke-Jia Chen

, Yusheng Chen
, Ziyue Wang
, Linfeng Liu
:
GMN-Zoomer: Learning graph similarity via hierarchical parsing, pooling and matching. 108778 - Yuanyuan Zhao

, S. L. Zhao
, Minghu Wang
:
Continual few-shot named entity recognition against catastrophic forgetting and overfitting. 108793 - Zihan Peng, Yang Xu

, Sicong Zhang, Yuanlei Yang:
C/R-PMGAN: A dual-path self-supervised and patch-masked generative adversarial network for transferable black-box attack. 108709 - Haixiao Wang

, Jian Wang:
Image segmentation algorithm based on the Allen-Cahn energy function. 108753 - Dat Tran-Anh

, Thang Vu Ba, Ngan Dao Hoang, Bao Bui-Quoc
, Nam Vu Hoai
, Ngo Quoc Tao, Quynh Nguyen Huu:
RAC : Few-shot fruit recognition through CLIP-based ambiguity reduction. 108760 - Wei Zhang, Haichuan Song, Zhizhong Zhang

, Xin Tan
, Lizhuang Ma, Yuan Xie
:
From sparse semantics to rich instances: Empowering label-efficient LiDAR panoptic segmentation via geometric priors. 108767 - Narges Saeedizadeh

, Seyed Mohammad Jafar Jalali
, Burhan Khan
, Shady M. K. Mohamed
:
WEViT: weight-entangled vision transformers with class-specific attention for weakly supervised semantic segmentation. 108768 - Rui Huang, Mengjia Hao

, Hechuan Wang, Yan Xing, Yuxiang Zhang:
MFBD : Model-free backdoor defense based on vision-language pre-trained models. 108772 - Shaochun Li

, Junzhi Cui, Jingli Ren
:
Single-qubit graph classifier with classical feature aggregation. 108775 - Changjiu Li

, Wei Han, Haixu Li, Jie Liu, Xinwei Wang, Yong Zhang, Xichao Su
:
Deep reinforcement learning for carrier-based aircraft flight deck operations scheduling problem. 108776 - Junyi Shi

, Huidong Cheng, Fang Wang:
Predefined-time consensus control for multiagent systems with input and output quantization. 108777 - Chao Yang, Deshui Miao, Chao Tian, Guoqing Zhu, Zhenyu He:

SGAFuse: Semantic-guided adaptive fusion for RGB-thermal images via dynamic gating. 108779 - Xiaoyu Dong, Fang Xu

, Ying Lyu, Rui Zhao
, Yajing Zheng
:
VISTA-3D : Training-free unfolding for vision-based 3D object detection. 108790 - Salah A. Faroughi, Farinaz Mostajeran

, Amin Hamed Mashhadzadeh
, Shirko Faroughi:
Kolmogorov-Arnold networks for data-driven, physics-informed, and deep-operator learning: a review, synthesis, and new analysis. 108791 - Dayu Guo

, Zhiwen Luo
, Nizar Bouguila
, Wentao Fan
:
Neural topic modeling on hyperspheres: Spherical representation learning with von Mises-Fisher mixtures. 108792 - Jie Zhang, Junda Li, Liang Feng, Beini Zhang

, Xiao Luo
, Weijia Wen:
Freezing pre-trained parameters of encoders for denoisers: Expanding pixel involvement and filtering out high-frequency noise. 108794 - Cheng Liang, Wenchao Zang

, Daoyuan Wang
, Fei Guo:
High-order correlation and consistency-aware multi-view clustering via anchor graph learning. 108795 - Grzegorz Dudek

, Tomasz Rodak:
HKAN: Hierarchical Kolmogorov-Arnold network without backpropagation. 108796 - Anastasis Kratsios

, Bum Jun Kim
, Takashi Furuya
:
Approximation rates in Besov norms and sample-complexity of Kolmogorov-Arnold networks with residual connections. 108797 - Mia-Katrin Kvalsund

, Kai Olav Ellefsen
, Kyrre Glette, Sidney Pontes-Filho
, Mikkel Elle Lepperød:
Sensor movement drives emergent attention and scalability in active neural cellular automata. 108798 - Lian Duan, Jiawen Zhang, Chongxin Li

, Hanzhang Wang
:
Stabilizing iterative pruning with local adjustments and global scaling learning rate. 108799 - Riccardo Bravin

, Massimo Pavan
, Hazem Hesham Yousef Shalby, Fabrizio Pittorino
, Manuel Roveri
:
EmbBERT: Attention under 2 MB memory. 108800 - Wenchuan Zhang

, Wentao Fan
, Yewang Chen
:
Dual generative adversarial graph networks: Unsupervised and semi-supervised learning with spherical graph embeddings. 108801 - Junshuang Zhou, Guici Chen, Song Zhu, Yin Sheng, Leimin Wang

, Mouquan Shen:
Dual-mechanism adaptive control for finite/fixed-time synchronization of fuzzy inertial neural networks under parameter uncertainty. 108802 - Xue Luo, Jiale Huang, Li'an Shen, Hang Wang, Ziqiang Shi:

Physics-informed neural networks for constitutive modeling and multiphysics coupling in viscoelastic materials: Applications to asphalt pavement mechanics. 108803 - Yiheng Lu

, Zhihui Zhang, Ziyu Guan, Wei Zhao
, Yaming Yang, Cai Xu
, Maoguo Gong:
SSA-KD: Self-structure-aware knowledge distillation for convolutional neural networks. 108804 - Wentao Liu

, Zhiwei Ni, Xuhui Zhu, Qian Chen
, Liping Ni, Pingfan Xia:
Decomposition based curriculum-style self-training for source-free universal domain adaptation in computational pathology. 108805 - Yanlin Chen

, Yuhan Zhang, Ruobing Huang, Ao Chang, Jian Wang, Jianhua Zhou, Dong Ni:
Projection-based tokenization with Pseudo feature learning for ovarian lesion segementation in ultrasound images. 108806 - Zhilei Xu

, Wenwen Zhang, Wei Huang
, Jiaqian Bi:
A delay-Adaptive neural network for querying TOP-k critical vertices on time-Dependent shortest paths. 108807 - Lin Xi

, Yingliang Ma
, Xiahai Zhuang:
Few-shot video object segmentation in X-ray angiography using local matching and spatio-temporal consistency loss. 108808 - Saptarshi Bej

, Muhammed Sahad E, Gouri Lakshmi
, Harshit Kumar, Pritam Kar
, Bikas C. Das:
Fast agreement-driven device-calibrated local learning paradigms for spiking neural networks. 108809 - Guopeng Chen

, Lizhen Shao, Fangyuan Zhao:
Learning convex set boundaries via primal-dual neural approximation with application to reachable set computation. 108810 - Shiqi Fan

, Quanming Yao
, Hongyi Nie, Wentao Ma
, Zhen Wang, Wen Hua:
Bridging graph structure and knowledge-guided editing for interpretable temporal knowledge graph reasoning. 108811 - Bingtao Guan, Shangde Gao

, Dawei Zheng, Haoxiang Xia, Zhiyuan Wu, Jian Wu, Hongxia Xu
:
LLM-SDaT: A knowledge-informed LLM framework for syndrome differentiation in TCM. 108812 - Wuyang Shan, Xiaoyu Lu, Yan Wang, Yijie Xie

, Xiaoqin Yu:
RIFoL: A robust image forgery localization network for noisy images. 108813 - Srinivasa Raghavan Vangipuram

, Giridhar A V:
Integrating large language models into Peer-to-Peer energy management for multi-tenant buildings: A guardrail approach to ensuring resilience. 108814 - Tianshun You, Ming Liu, Liquan Dong, Peng Yang:

Bio-inspired small target detecting visual neural network with motion direction decoding compensation in large scene. 108815 - Wenqiang Xu, Junwen Liu, Xutao Sun, Yonggong Ren

:
CSM-Net: Relation embedding for few shot learning optimized by cross memory attention. 108816 - Jie Zhang, Yanhua Li, Xiaocao Ouyang

, Linbo Xiong
, Xiangkun Wang
, Jingkai Wang, Xin Yang, Tianrui Li
:
Federated open intent classification via granular-ball knowledge representation. 108817 - Yuan Tian

, Jing Li, Ning Chen, Guangqiang Li, Zhangyong Xu
, Hongqing Zhu
, Yu Li, Zhiying Zhu
:
Heterogeneity-aware multi-modal physiological signal fusion strategy based on combined contrastive learning for emotion recognition. 108818 - Martin Gillis, Isaac Xu, Benjamin Misiuk, Craig J. Brown

, Thomas Trappenberg
:
Last-layer committee machines for uncertainty estimations of benthic imagery. 108819 - Wenju Yang

, Peng Cao, Yang Wang, Jie Yang, Fei Wang:
DisNet : Learning interpretable depression representations in speech. 108820 - Zhaolu Zheng

, Gang Liu
, Min Dang
, Jinpeng Luo:
Black-box physical adversarial stripes for hiding from infrared detectors at multiple views. 108821 - Yilin Wu, Weihong Lin

, Hongyang Dong, Jinbo Li, Shiping Wang:
Diffusion-Guided graph generation for multi-view semi-Supervised classification. 108822 - Mingwen Shao, Chang Liu

, Xiang Lv, Lingzhuang Meng
, Yecong Wan, Zhengyi Gong
:
FreeMD: Training-free multi-domain text-to-image generation with any control. 108823 - Wenkang Zhang, Tianyang Xu

, Fei Xie, Mu Nie
, Wankou Yang
:
LoongTrack: Exploring long-sequence modeling for visual tracking. 108824 - Yueyue Fang

, Haipeng Xiao, Wenyi Zhou, Lixin Guan, Mengshan Li, Fanyang Meng
, Jihong Zhu
:
DBML-Font :Double-branch multi-level feature fusion based on diffusion model for few-shot font generation. 108825 - Qizhe Fan

, Xiaoqin Shen, Yuanbo Chen, Shihui Ying, Jue Jiang, Juan Wang, Shaoyi Du
:
SCADA: Sparse cross attention for domain adaptive semantic segmentation. 108826 - Chao Zhang

, Xinyu Chen
, Wensheng Li, Naizhe Wang, Xingwu Liu, Dacheng Tao:
MD-LSM: an enabling tool for real-time monitoring linear separability of hidden-layer outputs of deep networks. 108827 - Xiaodan Chen

, Alexandre Pitti
, Mathias Quoy
, Nancy F. Chen
:
Structure from rank: Rank-order coding as a bridge from sequence to structure. 108828 - Yumeng Ren, Ye Zhao, Long Chen, Qihang Jiang

, Yue Xu, Jiali Wang, Xun Huang, Ziang Wang, Hang Ran
, Yumei Zhou, Shushan Qiao:
A bio-inspired spiking neural network with adaptive spatiotemporal filtering and depth-modulated synaptic plasticity for robust collision detection. 108829 - Xiang Wei

, Xiaohan Zhou, Xinjun Liu, Yunliang Zang, Qiang Yu:
Recurrent spiking neural networks with bimodal neuronal time scales for learning performance enhancement. 108830 - Chen Li

, Guoyan Huang
, Shanshan Feng
, Zhu Sun
:
A user trajectory simulation framework for next POI recommendation with uncertain check-ins. 108831 - Shijia Wang

, Bowen Zhou
, Tianyi Liu
, Siyuan Yang, Hamid Reza Karimi:
Hierarchical game interaction augmenter: Enhancing multi-agent trajectory prediction in competitive and cooperative sports. 108832 - Yi Zhong, Zhenzhu Chen

, Rui Zhang, Lei Zhou
, Anmin Fu:
SEEK: A simple defense to model hijacking attack. 108833 - Fang Liu

, Witold Pedrycz, Qi Xu
, Lijun Liu
, Jialin Xu, Jie Yang, Wei Wu:
A complex-valued widening spiking neural network. 108834 - Yifan Lu, Bailing Zhang, Haolan Zhang

, Xin Yu, Chaoyi Pang
, Lang Wang
, Min Tang:
PDCFMO: Probabilistic dense correspondence of human body via fusion meta-optimization. 108835 - Hongming Li, Chi Ding, José C. Príncipe:

Training sparse convolutional deep predictive coding networks with attention. 108836 - Junwei Sun, Yujie Wu, Linhao Zhao, Yanfeng Wang, Zicheng Wang:

Memristor-based neural network for dual-channel and temporal order memory with application in fault detection. 108837 - Alfio Borzì:

Geometric perspectives on multi-input reservoir computing. 108838 - Haoming Han

, Shuai Zhang, Yan Liu:
Stability of stochastic impulsive coupled systems with impulse-disturbed links and Markov switching via dynamic event-triggered control. 108839 - Siqi Li

, Jingyang Xiang, Jiateng Wei, Chengrui Zhu
, Jiandang Yang, Jun Chen, Jian Yang, Xiaobin Wei, Yunliang Jiang, Yong Liu:
WLR: Well-conditioned linear reconstruction for retraining-free pruning of LLMs. 108840 - Hrushikesh N. Mhaskar, Efstratios Tsoukanis, Ameya D. Jagtap

:
An approximation theory perspective on machine learning. 108841 - Laixiang Xu

, Zihan Shang, Xiangjun Chen, Tiwei Zeng, Wenhao Dai, Junmin Zhao
:
Deep learning algorithms for license plate recognition: A review. 108842 - Sudha S. K.

, S. Aji
:
Spiking neural networks for video analysis: An in-depth review of models and architectures. 108844 - Zifan Liu, Yuan Cao, Xue Xu, Peng Luan, Yanwei Yu:

Object-guided multi-granularity unsupervised hashing for image retrieval. 108846 - Bin Yang

, Tinghuai Ma
, Jialong Sun
, Xuejian Huang
, Yuan Tian
, Li Jia
, Xin Yu
, Qiaoqiao Yan
, Jiahao Cui:
M-Net: Multiscale hierarchical fusion with dual natural patch attention for spatial-Temporal time series forecasting. 108847 - Haibing Li, Yaoliang Ye, Zongye Ding, Quanbin Lu, Wenbo Zhu, Zhongbo Zhang, Chao Dong:

Shapley value optimized differentiable architecture search for lightweight neural networks in resource-constrained environments. 108848 - Zhengyan Liu, Huiwen Wang, Qing Zhao, Lihong Wang:

Self-weighted low-rank representation for multivariate compositional data. 108851 - Shitong Cao

, Yao Zhang, Xuejie Zhang
, Jin Wang, Xiaobing Zhou:
EfficientLoRA: Rethinking the efficiency of low-rank adaptation in pre-trained language models. 108853 - Chao Li, Yafei Zhang, Runshuo Liu, Qianyu Song, Zhongying Zhao, Qingtian Zeng

:
Handling distribution shifts on dynamic graphs via causal invariance principles. 108854 - Pengfei Jiao

, Peng Yan
, Jilin Zhang
, Zhidong Zhao, Fangfang Su, Wang Zhang
:
Mining user features with hyperbolic representations for diffusion prediction. 108855 - Dongrui Gao

, Liu Deng, Zongyao Peng, Qinghua Wang, Haokai Zhang, Shihong Liu
, Dingming Wu
, Pengrui Li:
An efficient brain-heart coupling learning system for emotion recognition. 108856 - Fanyu Bu, Kai Ye, Jianan Ma

, Tianyi Chen
, Zhen Wang
:
DesInsert: Strategic descriptive term insertion fools text-to-image generation. 108857 - Siwei Xia

, Yuehan Yang
:
Coefficient pairing with centralized regularization for structured sparsity. 108858 - Wensheng Wu

, Zheming Lu
, Ziqian Lu
, Zewei He, Xuecheng Sun
, Zhao Wang
, Jungong Han, Yunlong Yu:
Improving anomaly detection with foundation-model synthesis and wavelet-domain attention. 108859 - Himanshu Pandey

, Anshima Singh
, Ratikanta Behera
:
An efficient wavelet-based physics-informed neural network for multiscale problems. 108860 - Hanna Zubkova

, Ji-Hoon Park
, Seong-Whan Lee:
Leveraging contextual confidence for smarter retrieval in large language models. 108862 - Yuanliang Kan, Yao Hu, Li Zhang:

Task-adaptive sparse graph structure learning with error-edge pruning and anti-smoothing mechanism. 108864 - Xinwei Cao, Yiguo Yang, Shuai Li, Vasilios N. Katsikis

:
A novel stock investment strategy based on distributed k-WTA dynamic neural network. 108866 - Hao Shu, Wangli Hao, Meng Han

, Fuzhong Li:
WARGM-PDPG: A dual-phase policy gradient graph mamba neural network for device placement algorithms. 108867 - Corina Catarau-Cotutiu

, Esther Mondragón
, Eduardo Alonso:
A representational framework for learning and encoding structurally enriched trajectories in complex agent environments. 108868 - Asela Hevapathige

, Qing Wang:
Permutation-Invariant graph partitioning: How graph neural networks capture structural interactions? 108869 - Wuzhida Bao

, Guangyang Tian, Yuting Cao, Yin Yang
, Shiping Wen:
A heterogeneous encoding disentangled representation network for financial time series forecasting. 108870 - Qi Zhang

, Huamin Wang
, Hangchi Shen:
Multi-scale chunked residual encoding and temporal stochastic interpolation padding in SNNs for enhanced speech classification. 108873 - Haohang Jian, Yuhao Xiao, Xiongwu Xiao

, Jianguo Yan, Zhigang Tu:
AstroHSP: A hybrid supervision framework for robust monocular astronaut pose estimation. 108875 - Donghao Luo, Xue Wang

:
AnomalyTCN: Efficient contrastive-based time series anomaly detection with pure convolution structure. 108879 - Boqun Li, Boyu Dong, Jihan Li, Guangtao Fan, Feng Yu

, Jin Zhang
:
Medium-term prediction of atmospheric PM2.5 concentration based on the VG-TCABI hybrid architecture. 108881

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