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ORCIDNeural Networks, Volume 203
Volume 203, 2026
- Zehao Tang, Yuxuan Luo, Shuo Zhang, Biao Leng:
Scattering center guided mono-static radar cross section prediction. 109061 - Yangyang Zheng, Huayi Wei, Shuhao Cao, Ruchi Guo:
Solver-in-the-loop joint operator learning: Fractional Laplace-Beltrami features for interface reconstruction. 109067 - Beatrix Benko:
Quadratic effects of linear interpolation between permutation-aligned neural networks. 109074 - Bowen Liu, Junhang Hu, Yucong Lin, Hong Song, Yaqing Nie, Hongmin Xiao, Zichao Lin, Jingtao Li, Xutao Weng, Zhaoli Su, Jinfu Li, Jian Yang:
KAB: A knowledge-aligned benchmark for reproducible evaluation of distantly supervised relation extraction. 109081 - Wenyang Chen, Zhanxuan Hu, Yonghang Tai, Feiping Nie:
Unsupervised fine-tuning of vision-language models by fusing classifier tuning and visual prompt tuning. 109082 - Zhi-Hua Li, Xue-Yan Wang, Si-Bao Chen, Chris H. Q. Ding, Bin Luo:
Dynamic adaptive multi-view contrastive learning for unsupervised person re-identification. 109083 - Rui He, Zhenyang Zhu, Xiaoyang Mao:
Memory-efficient divide-and-conquer attention for lightweight image super-resolution. 109085 - Yi Liu, Qi Xie, Yu Guo, Guoqing Chen, Boying Wu, Deyu Meng, Jean-Michel Morel, Qiyu Jin, Michael Kwok-Po Ng:
QMSANet: A quaternion multi-scale attention network for robust color image denoising. 109091 - Suneung Kim, Seong-Whan Lee:
Negative prompt-guided optimization: Enhancing soft prompt generalization in vision-language models. 109093 - Ye Yao, Junxi Li, Xiong Chen:
VPAF-FSCIL: Virtual prototype calibration and parameter-adaptive freezing for few-shot class-incremental learning. 109094 - Cheng Guo, Moyan Tian, Xueguang Li, Hui Sun, Yingmo Jie:
DDFL: dual defense against poisoning attacks in privacy-preserving federated learning. 109095 - Shuai Guo, Yongchao Yang, Lifeng Zhang, Chunge Cao, Yazhou Hu:
Cross attention-based prior deformation for category-level 6D pose estimation. 109096 - Mei Guo, Yaoyao Zi, Lixin Liu, Jikang Liu, Qiye Yang, Jingzhi Xu, Gang Dou, Lihua Wang, Da Chen:
A bio-inspired neuromorphic system for fusing visual features and autonomous learning. 109097 - Erland Brandser Olsson, Zhirong Yang:
Stochastic approximation to contrastive learning. 109098 - Lei Cheng, Daikun Liu, Lingquan Meng, Teng Wang, Changyin Sun:
Window-to-window BEV representation learning for limited FoV cross-view geo-localization. 109099 - Wenting Yan, Ding Wang, Xinrui Ma, Junfei Qiao:
Adaptive critic designs for event-based multi-agent systems with asymmetric constraints. 109100 - Zhenxue Lu, Shiqin Ou, Zhenyuan Guo, Xiaobing Nie, Shiping Wen:
Multi-μ-stability and fixed-time multistability of switched fuzzy neural networks with discontinuous activation functions. 109101 - Runqi Zan, Tao Yao, Yuxin Yu, Guorui Sheng, Zongchao Huang:
Cross-modal recipe retrieval via multi-granularity alignment. 109102 - Changdong Zhou, Ruofan Hu, Naiyao Wang, Ke Song, Hongbo Liu:
HIVE: A hypergraph-based game-theoretic interactive value decomposition engine for multi-lateral agents collaboration. 109103 - Xiaoyang Liu, Xu Xie, Banghu Yin, Rusheng Ju:
Memristor-based reconfigurable architecture for binarized neural networks: Implementation and robustness analysis. 109104 - Saravanakumar Chandrasekaran, Srinivasan Chandran, Immaculate Joy Selvam:
Efficient FPGA accelerator for low-power high-speed BCI motor imagery classification using novel deep learning. 109105 - Shi Peng, Si Liu, Dapeng Zhi, Peixin Wang, Min Zhang:
MaskCtrl: Training mask networks as self-explainable and performant controllers via deep reinforcement learning. 109107 - Zhouqing Yan, Ziping Ma, Jinlin Ma, Huirong Li:
Unsupervised feature selection via anomaly-aware fuzzy graph fusion and diffusion multi-centroid learning. 109108 - Xing Hu, Xiangcheng Liu, Qianqian Duan, Lian Zhang, Huiliang Shang, Linhua Jiang, Haima Yang, Dawei Zhang:
Diffusion models for hyperspectral image analysis: A comprehensive review. 109109 - Kai Xu, Zhenyu Wang, Yangyang Zhao, Bopeng Fang:
Collective reflection-based multi-agent reinforcement learning framework for task-oriented dialogue policy learning. 109110 - Mahbub E. Sobhani, Anika Tasnim Rodela, Chowdhury Mofizur Rahman, Dewan Md. Farid, Swakkhar Shatabda:
TextEconomizer: Enhancing lossy text compression with denoising transformers and entropy coding. 109111 - Junyu Ren, Wensheng Gan, Guangyu Zhang, Wei Zhong, Philip S. Yu:
Global-focal adaptation with information separation for noise-robust transfer fault diagnosis. 109112 - Denggao Qin, Xianghong Tang, Jianguang Lu, Jing Yang, Philip S. Yu:
Subgraph-Mamba: Subgraph Mamba model with positional encoding. 109113 - Tangjun Ruan, Nanjun Yu, Shangshang Zhao, Feiyu Chen, Yi Huang:
DGVAC: Disentangled Gaussian-vMF alignment for deep clustering. 109114 - Junda Wang, Minghui Hu, Ning Li, Abdulaziz Khalid Al-Ali, Ponnuthurai Nagaratnam Suganthan:
Randomized neural network with adaptive forward regularization for online task-free class incremental learning. 109115 - Miao Miao, Haoyan Liu, Shurui Fan, Kewen Xia:
Lightweight spiking transformer towards neurodynamic integration framework. 109127 - Yukun Qian, Wenjie Zhang, Zehua Zhang, Lianyu Zhou, Xuyi Zhuang, Mingjiang Wang:
OACodec: Audio attribute disentanglement via orthogonal disentanglement and mutual information minimization. 109128 - Yunfang Niu, Dong Yi, Lingxiang Wu, Jie Peng, Jinqiao Wang:
AnyDesign: Versatile area fashion editing via mask-free diffusion. 109129 - Haoran Yang, Ruiqiang Ma, Gang Wang, Jien Kato:
NSFF: Noise and semantic features fusion for AI-generated image detection. 109130 - Hanzhe Liang, Chenxi Hu, Yejin Tang, Linlin Shen, Jinbao Wang, Can Gao:
MFF-M3AD: A unified reconstruction method with multi-scale feature fusion for multi-category 3D anomaly detection. 109131 - Chao Yang, Shiyuan Wang, Ying Huang, Mingqiang Guo:
URSMamba: Universal remote sensing image steganography using state space model. 109132 - Juxiang Zeng, Pinghui Wang, Yangchao Qian, Tingqing Liu, Jing Tao, Xiaohong Guan:
Mapp: A model-agnostic privacy-preserving framework for two-party graph neural network inference. 109133 - Lei Zhang, Fan Yang, Jie Xia, Kaibiao Lin, Zhaori Guo:
Asymmetric drug-drug interaction prediction based on diffusion-augmented graph attention network. 109134 - Idowu Paul Okuwobi, Jingyuan Liu, Olayinka Susan Raji, Funsho Olusola Abiodun:
SGNet: Spectral-geometric neural network for structured representation learning. 109135 - Mingxiao Sun, Qiang Zhao, Qiuyu Zhang, Tiantian Luan:
Pose-guided YOLO-CED: A two-stage framework for robust SMD-PCB defect detection in mobile manipulators. 109136 - Ming Han, Hui Yin, Aixin Chong, Hua Huang:
MGCFI-Net: Multi-scale globally aware feature learning with cross-view feature interaction for multi-view stereo. 109137 - Aoxiang Ning, Minglong Xue, Senming Zhong, Palaiahnakote Shivakumara, Mingliang Zhou:
Better utilization of illumination prior via KANs for nighttime flare removal. 109138 - Nicolás Bello, Fuli Wang, Daniel L. Lau, Gonzalo R. Arce:
HyperNATE: Scaling tensor-based hypergraph neural networks through attention. 109139 - Jiaji Pan, Zehui Liu, Xuanzhi Li, Xianwu Luo, Fengming Huang, Miaolei He, Wei Qin, Yaoyi Cai, Jun Xiao, Yu Li, Hao Feng:
An end-to-end dual backbone framework for UAV fish disease detection using optimized GateHCO feature fusion mechanism. 109140 - Xinning Yao, Bo Liu, Bojian Li, Jingjing Wang, Jinghua Yue, Fugen Zhou:
EndoUFM: Utilizing foundation models for monocular depth estimation of endoscopic images. 109141 - JiangNan Li, Xiaowen Yan, Linqing Huang, Jinfu Fan:
Robust zero-shot learning with ambiguous labels via visual-semantic alignment and dynamic disambiguation. 109142 - Jing-Xiao Liao, Chao He, Jipu Li, Xiao-Cong Zhong, Jinwei Sun, Yiu-ming Cheung, Feng-Lei Fan, Shiping Zhang, Xiaoge Zhang:
Heterogeneous neural blind deconvolution: A signal processing-empowered foundation feature extractor for bearing fault diagnosis. 109143 - Yingrong Wang, Anpeng Wu, Haoxuan Li, Weiming Liu, Baohong Li, Qiaowei Miao, Ruoxuan Xiong, Fei Wu, Kun Kuang:
Pareto-optimal estimation and policy learning for balancing short-term and long-term outcomes. 109144 - Junnan Li, Xiaosheng Su, Leo Wang, Jicheng Ma, Yingjun Xia, Yuqing Gu, Shun Fu, Wenli Xu, Ziqiang He:
Self-training framework based on multi-granularity local cores for class-imbalanced semi-supervised classification in business applications. 109145 - Xin Gao, Changjian Zhao, Xueyuan Li, Ao Li, Zhaoyang Ma, Zirui Li:
Omni-domain energy-efficient decision-making for large-scale heterogeneous platoons with dual-level graph reinforcement learning. 109148 - Qianyao Qiang, Bin Zhang, Chen Zhang, Chaodie Liu, Feiping Nie:
Projection with mixed-size anchor graphs. 109149 - Tao Fan, Chenyang Liu, Qiuyang Dai, Fang Fang:
AADFNet: An adaptive asymmetric dual-branch fusion network for background-robust grasping. 109150 - Junfeng Lu, Denghai Wang, Dandan Kong, Kunying Meng, Rui Zhang, Hong Wan, Mingming Chen:
Identifying the seizure onset zone with phase-amplitude coupling. 109151 - Wenhui Shi, Jiangang Yang, Yangbin Xu, Xiaoran Xu, Wenyue Chong, Jian Liu:
Robust network pruning for enhanced accuracy under perturbations via structural and distributional consistency. 109152 - Jih-Jeng Huang, Chin-Yi Chen:
MoST: A monotone set transformer for scalable and verifiable neuro-fuzzy aggregation. 109153 - Kun Zeng, Zhixin Li:
Focus on the essentials: Learning to attend to the most critical information for visual question answering. 109154 - Jie Li, Farong Liu, Haoyang Lv, Sheng Ren, Xin Gao, Bin Yu:
ConMGIN: Interpretable multilayer GIN-Bayesian framework for spatial domain analysis. 109155 - Yunong Zhang, Jiashuang Huang, Weiping Ding, Min Xu:
JointRel: Joint semantic embedding with relational message passing for knowledge graph completion. 109156 - Adil Ahmad, Anwar Shah, Muhamamd Adnan, Chau Yuen:
XAI-DTBD: Explainable dynamic threshold-based backdoor detection in graph neural networks. 109157 - Xueting Li, Shaoqing Wang, Yan Wang, Haoran Yang, Fuzhen Sun:
Cross-domain sequential recommendation via interest-guided knowledge migration. 109158 - Sai Yang, Bin Hu, Xiaoxin Wu, Fan Liu, Wanzhi Wen:
Image restoration model compression via mamba-oriented heterogeneous knowledge distillation. 109159 - Pancheng Zhang, Zhe Chen, Yihui Hu:
In-vehicle low-light face image enhancement with physical-semantic constrained diffusion and gated selective state-space scanning. 109161 - Haitong Luo, Xuying Meng, Suhang Wang, Tianxiang Zhao, Fali Wang, Yujun Zhang:
Enhance graph alignment for large language models. 109162 - Hyoyoung Jang, Sangmin Lee:
Diffusion model with Rician-Gaussian priors for robust MR image synthesis. 109163 - Vaibhav Agrawal, Ahindra Sarkar, Subir Das, Vineet Kumar Singh:
Projective and functional projective synchronizations in quaternion-valued inertial neural networks with interaction term through novel generalized time-varying delay lemma and one-norm method: Application in secure communication. 109164 - Hu Xu, Ju He, Haoran Hu, Guoqing Xie, Yang Yu:
Hybrid Mamba-CNN network for forward-looking sonar image segmentation with acoustic background suppression mechanism. 109165 - Wencheng Cui, Yuezhan Cui, Hong Shao:
HFC-UAVDet: Lightweight small object detection network for UAV with high-frequency perception and cross-layer semantic fusion. 109166 - Haiyan Cheng, Hao Huang, Haiyan Wang, Jinrong Cui:
ESIMCE: Efficient and simple incomplete multi-view clustering via ensembles. 109167 - Xiaobo Li, Xiaodi Hou, Simiao Wang, Shilong Wang, Xiaokun Zhang, Yi-Jia Zhang:
Debiased medication recommendation through fusing frequent pattern and temporal medical records. 109168 - Yuyao Ke, Rui Yao, Kunyang Sun, Hancheng Zhu, Xixi Li, Jiaqi Zhao, Bing Liu:
A unified multi-stream diffusion framework for robust video camouflaged object detection. 109169 - Yaogang Geng, Hong Yu, Guoyin Wang, Yongfang Xie:
GRLT: Learning more from teachers by rethinking knowledge distillation from GNNs to MLPs. 109170 - Donghai Guan, Junqiong Nie, Weiwei Yuan:
Graph knowledge distillation with high frequency in homophily and heterophily graphs. 109171 - Lixian Chen, Jingchao Wang, Zhaorong Dai, Hanqian Liu, Danxiang Ai, Yang Shi:
When task performance deceives: Task-geometry decoupling in learnable-curvature hyperbolic GNNs. 109172 - Yingming Jiang, Haiyan Guo:
GAFGCN: A graph augmented fusion network for enhanced deep clustering in attributed graphs. 109173 - Reshma Rastogi, Ankush Bisht, Sanjay Kumar, Suresh Chandra:
Robust and efficient learning with granular ball support vector regression. 109174 - Wanchen Li, Junlin Xu, Yajie Meng, Xunkun Cheng, Li Ye, Yinhui Jiang, Shuting Jin:
CollDTI: Dual-encoder collaborative learning for drug-target interaction prediction. 109175 - Nguyen-Huu An, Dung-Cam Quang, Van-Vang Le:
Hypergraph mixer WaveNet: A lightweight spatio-temporal framework utilizing hypergraphs for high-order spatial modeling in traffic forecasting. 109176 - M. Tanveer, Akshat Mishra, Abdul Quadir, M. Sajid:
EDA-OCBLS: An error-distribution aware one-class broad learning system for anomaly detection. 109177 - Haochen Zou, Yongli Wang:
Large language model augmented framework with domain-specific knowledge integration for medical named entity recognition. 109178 - Abudukelimu Abulizi, Junxiang Ye, Mayilamu Musideke, Gengrong Zhang, Youli Su, Yajun Zhang, Halidanmu Abudukelimu:
FNE-RTDETR: A lightweight end-to-end model for small-area tomato leaf disease detection and fine-grained classification. 109179 - Jiayi Cai, Jianwen Feng, Jingyi Wang, Chengbo Yi, Guanrong Chen:
Fuzzy reinforcement learning synchronization of stochastic dynamic networks: An adaptive event-triggered strategy. 109180 - Yuanyun Wang, Pengcheng Sha, Shenmiao Jin, Yichao Li, Jun Wang:
CWITrack: Transformer tracking via local-global cross-window interaction. 109181 - Famiao Mou, Zhineng Lv, Xuesong Jin, Lijun Yun, Zaiqing Chen:
ESTGFormer: A spatio-temporal graph transformer with embedding and structure-aware loss for traffic forecasting. 109182 - Shiqi Wang, Weiying Xue, Shuyi Hu, Haowen Li, Qi Liu:
SAGE: Semantic-guided framework with decoupled optimization for open-vocabulary video visual relationship detection. 109183 - Qingfeng Chen, Wujie Wei, Debo Cheng, Chuxun Liu, Jinyi Jie, Jiangzhang Gan, Shichao Zhang:
Learning fair graph representation through graph information disentanglement. 109184 - Hailiang Ye, Xinyi Fang, Ming Li, Feilong Cao:
ED-SAM: Sharpness-aware minimization with energy-adjusted perturbations and direction-corrected updates. 109185 - Jiyong Kim, Sunwoong Yang, Namwoo Kang:
Point-wise conditional diffusion models for physical systems with shape variations: Applications to spatio-temporal and large-scale systems. 109186 - Ziting Wen, Zili Zhang, Kemi Ding, Xiaoqiang Ren:
Auto-labeling for single-photon LiDAR semantic understanding under varying acquisition conditions. 109188 - Zeshan Pang, Yuyuan Sun, Rongtao Liao, Xuehu Yan, Shasha Guo, Yuliang Lu:
DPC: Dynamic purification chain for adaptive adversarial defense. 109189 - Haider A. Alwzwazy, Laith Alzubaidi, Zehui Zhao, Ross Crawford, Omar Alnaseri, Raja Jurdak, Yuantong Gu:
BigOrthoATD.Net: A scalable and adaptable distributed deep learning framework for multi-class orthopedic classification across imaging modalities in low-resourced settings. 109190 - Lingxiao Zheng, Yajing Zheng, Rui Zhao, Tie-Jun Huang:
S2E: Spatio-temporal filtering of spike streams for motion-selective event generation. 109191 - Qidong Chen, Vasile Palade, Zihao Yu, Ruixiang Deng, Jun Sun, Hao Wu:
Fine-grained hierarchical multi-round iterative semantic optimization attack method for RAG systems. 109192 - Jiayu Wang, Jinyan Wang, Zeming Gan, Xianxian Li, De Li:
FedEBM: Robust graph federated learning via energy-based model. 109193 - Jinjie Zhou, Senlin Luo, Songling Wu, Xiaonan Yang, Limin Pan, Deshan Yang:
Attentive pre-training question embeddings for knowledge tracing with semantically-enhanced knowledge structure and concept label-guided heterogeneous graph representation. 109194 - Matteo Ciferri, Matteo Ferrante, Nicola Toschi:
R&B - rhythm and brain: Cross-subject decoding of music from human brain activity. 109195 - Shan He, Hai Da, Jun Jiang, Jiayang Li, Fugui Chen:
Different direction adversarial sample for diffusion model. 109196 - Peichao Lai, Kexuan Zhang, Yi Lin, Linyihan Zhang, Feiyang Ye, Jinhao Yan, Yanwei Xu, Conghui He, Wentao Zhang, Yilei Wang, Bin Cui:
SAS-bench: A fine-grained benchmark for evaluating short answer scoring with large language models. 109199 - Delong Kong, Shichao Zhang, Xiang Yu, Yanshuang Lu, Shanshan Yang, Jiahua Zhang:
Ultralightweight progressive feature disentanglement and recomposition network for hyperspectral image classification. 109200 - Jiahui Wang, Zhen Peng, Xujing Jia, Qika Lin, Lan Ma, Bin Shi:
Revisiting weakly supervised tabular anomaly detection from a cell-level perspective. 109202 - Yangding Li, Jiawei Chai, Wenjie Zhang, Changwei Li, Xiangchao Zhao, Bingbing Xu, Shichao Zhang:
HetDualCL: Dual-encoder contrastive learning for heterogeneous graphs. 109205 - Süleyman Yildiz, Konrad Janik, Peter Benner:
Symplectic convolutional neural networks. 109208
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