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ORCIDNeural Networks, Volume 193
Volume 193, 2026
- Mingtao Xia, Qijing Shen, Philip K. Maini, Eamonn A. Gaffney, Alex Mogilner:
A new local time-decoupled squared Wasserstein-2 method for training stochastic neural networks to reconstruct uncertain parameters in dynamical systems. 107893 - Chayan Maitra, Rajat K. De:
G-NeuroDAVIS: A generative model for data visualization through a generalized embedding. 107948 - Jiahong Zhang, Kexin Wang, Man Yao, Han Xu, Peng Zhou, Bo Xu, Guoqi Li:
Enhancing robustness of spiking neural networks through retina-like coding and memory-based neurons. 107950 - Ziyang Zhang, Chang Mu, Kailing Guo, Xiang Tian, Xiangmin Xu:
Knowledge-distillation based personalized federated learning with distribution constraints. 107951 - Lin Xiong, Tao Wang, Fuqing Zhang, Kangwen Zhu, Hailing Xiong:
C3GAN: A brain-inspired memory consolidation for class-incremental learning. 107952 - Guang-Yu Zhang, Yan-Di Huang, Dong Huang, Chang-Dong Wang, Yang Liu, Enbo Huang:
Structure-preserving contrastive graph clustering with dual-channel label alignment. 107954 - Zhengzhe Zhang, Wenjia Meng, Haoliang Sun, Gang Pan:
CausalCOMRL: Context-based offline meta-reinforcement learning with causal representation. 107955 - Lin Deng, Borui Kang, Yuzhong Zhong, Maoning Wang, Jian-wei Zhang:
C3aptioner: Improving change captioning by leveraging momentum cross-view and cross-modality contrastive learning. 107957 - Zhendong Chen, Lejian Liao, Siu Cheung Hui, Heyan Huang:
Concept-enhanced heterogeneous graph network for fact verification. 107959 - Wenjie Pan, Jianqing Zhu, Xiaolin Cui, Huanqiang Zeng, Yibing Zhan:
Focusing on pedestrians like human for clothes changing person re-identification. 107960 - Zhongxing Peng, Bohui Guo, Shugong Xu:
Counting with ease: Class-agnostic counting via one-shot detection across diverse domains. 107961 - Tomohiro Mitsuhashi, Yusuke Kuniyoshi, Koji Ikezoe, Kazuo Kitamura, Tadashi Yamazaki:
A spiking network model of the cerebellum for predicting movements with diverse complex spikes. 107962 - Nana Bu, Zongtao Duan, Wen Dang, Jianxun Zhao:
Dynamic graph transformation with multi-task learning for enhanced spatio-temporal traffic prediction. 107963 - Chen-Yang Xu, Fei-Yi Fan, Li-Xuan Zhao, Li-Cheng Jin, Yong-Hui Zhang, Qing-Hao Meng:
Major depressive disorder detection via temporal-frequency-spatial transformer with sub-domain knowledge alignment using EEG. 107965 - Yi-Lin Chen, Yang Mei, Tao Lu, Lu Zou, Xiangyun Liao, Fazhi He:
Adaptive spatial feature extraction and graphical feature awareness for robust point cloud registration. 107966 - Tesfaye Fenta Boka, Zhendong Niu, Tekie Tsegay Tewolde, Ramadhani Ally Duma:
Domain-aware self-prompting for cross-domain sequential recommendations with natural language explanations. 107969 - Yining Xie, Wei Zhou, Jiayi Ma, Fengjiao Wang, Jing Zhao:
Multi-view parallel convolutional network for organ segmentation in mediastinal region on CT images. 107972 - Shilin Qu, Weiqing Wang, Yuan-Fang Li, Xin Zhou, Fajie Yuan:
Hypergraph node representation learning with one-stage message passing. 107973 - M. A. Ganaie, Vrushank Ahire:
Granular ball twin support vector machine with Universum data. 107974 - Zeyu Zhang, Lu Li, Xingyu Ji, Kaiqi Zhao, Xiaofeng Zhu, Philip S. Yu, Jiawei Li, Maojun Wang:
Enhancing signed graph neural networks through curriculum-based training. 107975 - Zhirong Huang, Shichao Zhang, Debo Cheng, Jiuyong Li, Lin Liu, Guangquan Lu, Guixian Zhang:
Learning instrumental variable representation for debiasing in recommender systems. 107977 - Mohammad Mahdi Abedi, David Pardo, Tariq Alkhalifah:
Gabor-enhanced physics-informed neural networks for fast simulations of acoustic wavefields. 107978 - Ge Jin, Qian Zhang, Yong Cheng, Ming Xu, Yingwen Zhu, De Yu, Yongqi Yuan, Juncheng Li, Jun Shi:
Enhancing feature discrimination with pseudo-labels for foundation model in segmentation of 3D medical images. 107979 - Decheng Liu, Xu Luo, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao:
Symmetrical bidirectional knowledge alignment for zero-shot sketch-based image retrieval. 107980 - Yiran Cai, Hangjun Che, Wei Guo, Baicheng Pan, Man-Fai Leung:
Tensorized anchor alignment for incomplete multi-view clustering. 107981 - Zheyu Wu, Huifang Ma, Bin Deng, Zhixin Li, Liang Chang:
Dual-channel hierarchical interactive learning for the prediction of Protein-Ligand binding affinity. 107982 - Sokratis J. Anagnostopoulos, Juan Diego Toscano, Nikolaos Stergiopulos, George Em Karniadakis:
Learning in PINNs: Phase transition, diffusion equilibrium, and generalization. 107983 - Yong Ouyang, Zhen Ye, Lingyu Chen, Huanwen Wang, Yawen Zeng:
DRG: A dual relational graph framework for course recommendation. 107984 - Jinglin Zhou, Tianyang Xu, Xuefeng Zhu, Xiao-Jun Wu, Josef Kittler:
SPD-Updater: Symmetric positive definite manifold geometry based temporal updating for visual object tracking. 107985 - Dianhui Wang, Gang Dang:
Recurrent stochastic configuration networks with block increments. 107986 - Chaojun Zhang, Jing Yang, Yuan Gao, Xiangli Yang, Shaojun Zou, Jieming Yang:
Multi-site brain disease identification based on tensor decomposition and personalized federated learning. 107987 - Yuchen Luo, Xinyu Li, Liuhua Peng, Mingming Gong:
Adapformer: Adaptive channel management for multivariate time series forecasting. 107988 - Qiang Wang, Dawei Feng, Xu Zhang, Ao Shen, Yang Xu, Bo Ding, Huaimin Wang:
Pay more attention to the robustness of LLMs on adversarial prompt for instruction data mining. 107989 - Adil Ahmad, Anwar Shah, Waleed S. Alnumay, Bahar Ali:
GraphGuard: An adaptive approach for restoring accuracy in backdoor-compromised GNNs. 107990 - Chao Yuan, Xiaoyuan Xu, Farshad Arvin, Huiyu Mu, Haiyang Li, Jigen Peng:
Joint noise detection and L2,p-norm metric in least squares twin SVM for robust multiclass classification. 107991 - Jae Hyun Yoon, Jong Won Jung, Seok Bong Yoo:
Unified auxiliary restoration network for robust multimodal 3D object detection in adverse conditions. 107992 - Bo Yu, Jiuman Song, Lele Cong, Xianling Cong, Jouke Dijkstra, Philip S. Yu, Hechang Chen:
A prompt-aware knowledge-tuning framework for histopathology subtype classification with scarce annotation. 107993 - Mateusz Gabor, Rafal Zdunek:
Reduced storage direct tensor ring decomposition for convolutional neural networks compression. 107994 - Rui Wang, Yuesheng Xu, Mingsong Yan:
Hypothesis spaces for deep learning. 107995 - Zhenyu Wang, Jianmin Wang, Zenan Lu, Fang You:
Large language modeling of hallucinatory problem mitigation based on the wheel of emotions. 107996 - Jiaqi Yue, Chunhui Zhao, Jiancheng Zhao, Biao Huang:
Enabling generalized zero-shot learning towards unseen domains by intrinsic learning from redundant LLM semantics. 107997 - Jianping Fu, Hu Yang:
A novel twin parametric-margin support vector machine with capped asymmetric elastic net loss. 107998 - Wen Liu, Degang Sun, Haitian Yang, Yan Wang, Weiqing Huang:
Manod: A multi-modal anomaly detection framework for distributed system. 107999 - Yonglin Li, Jing Zhang, Xiao Teng, Haoyu Zhang, Xinwang Liu, Long Lan:
RefSAM: Efficiently adapting segmenting anything model for referring video object segmentation. 108000 - Junming Zhang, Shuwen Xiong, Yugui Xu, Yongqing Zhang:
Prediction of cancer drug response based on heterogeneous graph neural networks and multi-omics data. 108001 - Wenda He, Xiangrui Cai, Yiying Yu, Yuping Lai, Xiaojie Yuan:
IDMM-IDS: An efficient and robust intrusion detection system for the IoT based on the inverted Dirichlet mixture model. 108002 - Si-Guo Fang, Dong Huang, Chang-Dong Wang, Jian-Huang Lai:
One-step bipartite graph cut: A normalized formulation and its application to scalable subspace clustering. 108003 - Yuting Cao, Linhao Zhao, Shiping Wen, Tingwen Huang:
Synchronization of neural networks with and without disturbance input via control Lyapunov function. 108004 - Omar Naifar:
Tempered fractional gradient descent: Theory, algorithms, and robust learning applications. 108005 - Fuyuan Ma, Yuhan Wang, Shixuan Ma, Yongzhen Li, Xin Wang, Ying Wang:
DyFiLM: A framework to handle the distribution shifts on dynamic graphs with hypernetworks. 108006 - Yilong Liu, Kai Sun, Yuan Liu, Junying Hu, Junmin Liu, Jiangshe Zhang:
Spatial-frequency domain aggregation upsampling for pan-sharpening. 108007 - Yimeng Chen, Bo Wang, Changshan Su, Ao Li, Gen Li, Yuxing Tang, An Wang:
AutoProfile: Automated profiling in deep learning-based side-channel analysis. 108009 - Guanlin Li, Ke Zhang, Ting Wang, Ming Li, Bin Zhao, Xuelong Li:
Semi-LLIE: Semi-supervised contrastive learning with Mamba-based low-light enhancement. 108010 - Pengshuai Yin, Jingqi Zhang, Huichou Huang, Ruirui Liu, Yanxia Liu, Qingyao Wu, F. Richard Yu:
Multimodal self-supervised retinal vessel segmentation. 108011 - Haochen Zou, Yongli Wang, Anqi Huang:
A novel span and syntax enhanced large language model based framework for fine-grained sentiment analysis. 108012 - Yanxiang Gong, Feiyang Sun, Xin Ma:
Multivariate distribution fitting for GANs via introducing variable correlations. 108013 - Wenjun Hu, Dingguo Zhang, Wanzhong Chen:
ITSEF: Inception-based two-stage ensemble framework for P300 detection. 108014 - Xiaochen Liu, Tao Zhang, Mingming Liu:
UTN: Unsupervised optical flow estimation network based on transformer. 108015 - Tongtong Yuan, Zixuan Xu, Bo Liu, Yinan Tang:
Adaptive metric for knowledge distillation by deep Bregman divergence. 108016 - Zheng Zhai, Jiali Zhang, Haiyu Wang, Mingxin Wu, Keshun Yang, Xiaoyan Qiao, Qiang Sun:
Rethinking softmax in incremental learning. 108017 - Yujia Zhang, Lin Li, Wei Wei, Jianguo Wu, Jiye Liang:
Pseudo-distribution elite critics: Enhancing accuracy in reinforcement learning value estimation. 108018 - Zehua Zang, Jiangmeng Li, Chuxiong Sun, Rui Wang, Lixiang Liu, Fuchun Sun:
Visual reinforcement learning via sequential consistency preserved policy contrast from optimal transport view. 108019 - Xinying Wang, Zhixiong Huang, Sifan Zhang, Jiawen Zhu, Paolo Gamba, Lin Feng:
GMSR: Gradient-integrated mamba for spectral reconstruction from RGB images. 108020 - Fuchao Wang, Huaici Zhao, Yuhuai Peng, Jian Fang, Pengfei Liu, Ronghua Zhang:
MIIGAN: Mambas make strong GAN for infrared image generation. 108021 - Rong Wang, Kun Sun:
DSPy-based neural-symbolic pipeline to enhance spatial reasoning in LLMs. 108022 - Dengfeng Xue, Wenjuan Li, Chunfeng Yuan, Haowei Liu, Man Yao, Wei Liu, Li Yang, Bing Li, Weiming Hu, Haoliang Sun, Zhetao Li:
MSFI: Multi-timescale spatio-temporal features integration in spiking neural networks. 108024 - Zuquan Peng, Jianming Fu, Lixin Zou, Li Zheng, Yanzhen Ren, Guojun Peng:
Backdoor samples detection based on perturbation discrepancy consistency in pre-trained language models. 108025 - Xiao Du, Wanli Shi, Xiaohan Zhao, Yang Cao, Bin Gu, Tieru Wu:
Raw event-based adversarial attacks for Spiking Neural Networks with configurable latencies. 108026 - Siavash Khodakarami, Vivek Oommen, Aniruddha Bora, George Em Karniadakis:
Mitigating spectral bias in neural operators via high-frequency scaling for physical systems. 108027 - Jiaxin Wu, Guangxiong Chen, Chenglong Pang, Jie Zhao, Eric Wing Kuen See-To:
Beyond single perspective bias: Fusing personalized and common preferences for comprehensive personal preference learning. 108028 - Giovanni Donghi, Luca Pasa, Michele De Filippo De Grazia, Alberto Testolin, Marco Zorzi, Alessandro Sperduti, Nicolò Navarin:
On the application of neural networks for structured domains to fMRI data. 108029 - Xianfeng Song, Yi Zou, Zheng Shi, Zheng Liu:
GIMS: Image matching system based on adaptive graph construction and graph neural network. 108030 - Jamie Steel, Ford Wagner, Edoardo Galli, Susant Acharya, Joshua B. Mallinson, Philip Bones, Matthew D. Arnold, Simon A. Brown:
Complexity of brain-like signals in self-organised nanoscale networks. 108031 - Yijing Wang, Lijie Wang, Tao Chen:
Broad learning system via adaptive maximum weighted correntropy. 108032 - Mingxin Wang, Song Zhu, Weiwei Luo, Zhen Zhang:
Finite-time and fixed-time self-triggered synchronization of stochastic memristive neural networks and applications in secure communication. 108033 - Shilin Qu, Weiqing Wang, Yuan-Fang Li, Quoc Viet Hung Nguyen, Hongzhi Yin:
Scalable and effective negative sample generation for hyperedge prediction. 108034 - Jing Shang, Jian Wang, Kailun Wang, Nan Jiang, Jiqiang Liu:
MSG: Stealing data from pruned neural networks via malicious sparsity guidance. 108036 - Junjie Li, Kaixiang Yan, Chuandong Guo:
PathTGSeg: The pathologic image segmentation of breast cancer via template matching and graphic calculation. 108037 - Zijian Li, Boyuan Li, Kunyu Zhang, Bingcai Wei, Hongbo Liu, Zihan Chen, Xinqiang Xie, Tony Q. S. Quek:
Heterogeneity-aware high-efficiency federated learning with hybrid synchronous-asynchronous splitting strategy. 108038 - Matteo Tiezzi, Michele Casoni, Alessandro Betti, Marco Gori, Stefano Melacci:
State-space modeling in long sequence processing: a survey on recurrence in the transformer era. 108039 - Daniel Matté, Cláudio Antônio Perottoni:
Exploring the mechanical behavior of friction material composites using artificial intelligence. 108040 - Yili Wang, Wu-Hua Chen, Shuning Niu, Xiaoyun Lu:
Stabilization of delayed stochastic reaction-diffusion Cohen-Grossberg neural networks via variable gain intermittent boundary control. 108041 - Xinya Gan, Sheng Zhu, Yuan Zhang, Zhiqiang Wang, Xiongjun Ye, Kai Hu, Xieping Gao:
Dual-perspective decoupling network for kidney tumor segmentation on CT images. 108042 - Bin Liu, Haolong Li, Linshuang Kang:
Tangency portfolios using graph neural networks. 108043 - S. A VaraPrasad, Tripti Goel, M. Tanveer:
Exploring the white matter disruptions for Schizophrenia based on convolutional ensemble kernel randomized network. 108044 - Long Xu, Honghui Chen:
FA-GCL: Feature-augmented graph contrastive learning method. 108045 - Mujtaba Asad, Waqar Azeem, Hafiz Tayyab Mustafa, Yuming Fang, Jie Yang, Yifan Zuo, Wei Liu:
Inter-modality feature prediction through multimodal fusion for 3D shape defect detection. 108057 - Xiaoliang Liu, Furao Shen, Jian Zhao:
Region-guided attack on the segment anything model. 108058 - Shu Tang, Hanwen Zhang, Xinbo Gao, Shuli Yang, Jiaxu Leng, Zengdan Pan, Hao Tian:
A spatial-frequency hybrid restoration network for JPEG compressed image deblurring. 108059 - Zhuoyi Li, Ning Zhu, Yifan Chen, Beibei Chen, Qiufeng Dong, Lin Gan, Shijie Zhao, Zhiqiang Yan, Tuo Zhang:
EpilepsyFM: A domain-specific foundation model for epileptic representation learning using EEG signals. 108060 - Deheng Zeng, Zhengyang Wu, Yunwen Chen, Zhenhua Huang:
Data-free knowledge distillation via text-noise fusion and dynamic adversarial temperature. 108061 - Jingqi Hu, Li Li, Hanzhou Wu, Huixin Luo, Xinpeng Zhang:
Dormant key: Unlocking universal adversarial control in text-to-image models. 108065 - Seyoung Ahn, Soohyeong Kim, Yongseok Kwon, Jiseung Youn, Joohan Park, Sunghyun Cho:
Auction-guided model diffusion for communication-efficient federated learning on non-IID data. 108066 - Wenkang Zhang, Tianyang Xu, Fei Xie, Jinhui Wu, Wankou Yang:
TATrack: Target-oriented adaptive vision transformer for UAV tracking. 108067 - Jiuzhou Chen, Xiangyang Huang, Shudong Zhang:
Large-margin Softmax loss using synthetic virtual class. 108068 - Le Xu, Jun Yin:
Dual aggregation based joint-modal similarity hashing for cross-modal retrieval. 108069 - Kejia Zhang, Juanjuan Weng, Yuanzheng Cai, Shaozi Li, Zhiming Luo:
Mitigating low-frequency bias: Feature recalibration and frequency attention regularization for adversarial robustness. 108070 - Yingxun Fu, Shulan Yin, Li Ma, Jie Liu:
Learning from history for personalized federated learning. 108071 - Kan Huang, Nannan Li, Zhijing Xu:
Learning global-view correlation for salient object detection in 3D point clouds. 108078 - Claudio Gallicchio, Miguel C. Soriano:
Hardware friendly deep reservoir computing. 108079 - Kwanhee Lee, Hyang-Won Lee:
Dynamic network compression via probabilistic channel pruning. 108080 - Mengxue Pang, Lina Zhou, Xueying Yao, Jun Yang, Jinshan Zhang, Yining Zhang, Limei Zhang, Lishan Qiao:
GoFormer: A GoLPP inspired transformer for functional brain graph learning and classification. 108081 - Zhihao Peng, Mang Hu, Xinyuan Qi, Sheng Wu, Qianqian Xia, Jianga Shang, Linquan Yang:
Lightweight local and global granularity selection optimization network for single image super-resolution. 108085
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