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ORCIDNeural Networks, Volume 198
Volume 198, 2026
- Yogesh Kumar
, Vrushank Ahire, Mudasir Ahmad Ganaie:
A unified framework for EEG seizure detection using universum-integrated generalized eigenvalues proximal support vector machine. 108520 - Yu Jiang, Mingmao Hu, Aihong Gong, Yanfei Lan, Qingshan Gong, Shuaiyu Li, Xu Wang, Zhenghao Yao:
Adaptive dynamic spatial-temporal graph convolutional neural network for traffic flow prediction. 108529 - Nina Cheng, Gai Li, Yu Liang, Yali Qiu, Xuegang Song, Huoyou Hu, Ee-Leng Tan, Tianfu Wang, Shuqiang Wang, Xiaohua Xiao, Shijie Zhao, Baiying Lei:
Early Alzheimer's disease classification via structure and feature-based graph attention network from multi-center data. 108530 - Lingxiao Qu, Yan Pei:
Kernelized linear principal component discriminant analysis. 108539 - Weiye Lu, Qian Gong, Yuna Chen, Shijun Qiu, Jie An:
Hippocampus-centered structural covariance network reorganization in Alzheimer's disease: An individualized graph-based biomarker validated by machine learning. 108542 - Hanxiao Fan, Hanle Zheng, Zikai Wang, Jiayi Mao, Huifeng Yin, Hao Guo, Lei Deng:
Temporal local attention with adaptive decoding: Enhancing spiking neural networks for temporal computing applications. 108558 - Pengzhan Jin:
Two-hidden-layer ReLU neural networks and finite elements. 108559 - Xin Qin, Xuan Guo, Jie Dong, Kaixiang Peng:
A novel cross-domain fault diagnosis method for multi-condition industrial processes based on meta-domain adaptation with progressive meta-learning. 108561 - Duy-Phuong Dao, Hyung-Jeong Yang, Soo-Hyung Kim, Sae-Ryung Kang:
AttCo: Attention-based co-Learning fusion of deep feature representation for medical image segmentation using multimodality. 108572 - Xuchao Liu, Qi Cao, Kaike Zhang, Du Su, Huawei Shen:
The answer lies within: Detecting Trojans from DNNs' inherent characteristics. 108573 - Qihong Wu, Ruizhe Ma, Yuan Cheng, Li Yan, Zong Min Ma:
Temporal knowledge graphs forecasting based on explainable temporal relation tree-graph. 108582 - Meihua Zhou, Tianlong Zheng, Baihua Wang, Xinyu Tong, Wai kin Fung, Li Yang:
Curriculum-guided divergence scheduling improves single-cell clustering robustness. 108592 - Bo Wang, Kai Chen, Shouwei Luo, Yanyang Xiao, Songting Li, Douglas Zhou:
Anatomical connectivity reconstruction of biological neuronal networks using Granger causality. 108528 - Lizao Zhang, Qiuhong Tian, Junxiao Ning, Yihan Yuan, Ziyu Yang, Yang Yu:
CocoAdapter: Efficient end-to-end temporal action detection via self-constrained multi-cognitive adapters. 108531 - Yifan Bo, Bowen Huang, Jinghan Feng, Shuo Zhang, Biao Leng:
Efficient multi-agent communication via entity-aware causal network. 108538 - Mengzhou Gao, Huangqian Yu, Pengfei Jiao:
MLGO: Multi-Layer graph neural ODEs for traffic forecasting. 108540 - Wei Zhou, Yining Xie, Fengjiao Wang, Jing Zhao, Jiayi Ma:
MT-IDS: A multi-task information decoupling strategy for identifying lymph node metastasis in the mediastinal region. 108541 - Paolo Conti, Jonas Kneifl, Andrea Manzoni, Attilio Frangi, Jörg Fehr, Steven L. Brunton, J. Nathan Kutz:
VENI, VINDy, VICI: A generative reduced-order modeling framework with uncertainty quantification. 108543 - Le Liang, Cheng Wang, Lefei Zhang:
MambaFPN: A SSM-based feature pyramid network for object detection. 108544 - Deqian Mao, Shanshan Gao, Faqiang Huang, Cai-Ming Zhang, Yuanfeng Zhou:
HDFLStyler: Hierarchical domain-invariant feature learning for source-free domain generalization. 108546 - Krishnendu Bera, Chinmay Chakraborty, Eva Kaslik, Urszula Forys, Sanjeev Kumar Sharma, Argha Mondal:
Uncovering various neuronal responses in a fractional-order generalized HR system. 108548 - Jangseop Park, Namwoo Kang:
Point-Deeponet: Predicting nonlinear fields on non-Parametric geometries under variable load conditions. 108560 - Lihao Zhou, Huawei Wang:
Attentional dual-stream interactive perception network for efficient infrared small aerial target detection. 108563 - Xiaoru Gao, Guoyan Zheng:
ReTri: Progressive domain bridging via representation disentanglement and triple-level consistency-driven feature alignment for unsupervised domain adaptive medical image segmentation. 108564 - Hao Yuan, Yakun Zhang, Xingyu Zhang, Changyan Zheng, Liang Xie, Erwei Yin:
Sequential viseme-driven visual speech recognition through dual-stream interactive neural architecture. 108565 - Zhiyu Chen, Bingliang Jiao, Wenxuan Wang, Peng Wang:
Lifelong person re-identification via dynamically knowledge adaptation and retention. 108566 - Sidharth S. Menon, Trishit Mondal, Shuvayan Brahmachary, Aniruddha Panda, Subodh M. Joshi, Kaushic Kalyanaraman, Ameya D. Jagtap:
On scientific foundation models: Rigorous definitions, key applications, and a comprehensive survey. 108567 - Zhou Zhou, Van-Hoan Trinh, Yuet Ming Joyce Yue, Dit-Yan Yeung, Ka-Hing Wong, Wai-Kin Wong:
An online forecasting-based fine-tuning pipeline for time-series anomaly prediction. 108568 - Jiawen Gong, Beihao Xia, Qinmu Peng, Bin Zou, Xinge You:
DH-MSVM: A hybrid algorithm for seeking quality support vectors in distributed learning. 108569 - Engin Cemal Mengüç, Alper Emlek, Danilo P. Mandic:
A novel backpropagation algorithm based on negated kurtosis loss for training shallow, convolutional, and deep neural networks. 108570 - Heng Hu, Hao-Zhe Wang, Si-Bao Chen, Jin Tang:
YOFOR : You only focus on object regions for tiny object detection in aerial images. 108571 - Xiaokang Li, Jin Liu, Yongqiang Tang, Zhiwen Xie, Yihe Wang, Xiao Yu, Long Zhao, Bo Huang:
CoT defender: Preemptive chain-of-thought occupation for jailbreak attack mitigation. 108574 - Yang Shao, Yueying Zhou, Xuyun Wen, Peiliang Gong, Qun Dai, Daoqiang Zhang:
Exploring cognitive workload recognition using CogRepLKNet with EEG-fMRI. 108575 - Haihua Luo, Xuming Ran, Zhengji Li, Huiyan Xue, Tingting Jiang, Jiangrong Shen, Tommi Kärkkäinen, Qi Xu, Fengyu Cong:
Key-value pair-free continual learner via task-specific prompt-prototype. 108576 - Xiaowei An, Shenghua Teng, Zhuopeng Wang, Quanquan Liang:
Implicit neural network-based coal SEM super-resolution for enhancing micro-pores measurement tasks. 108578 - Yaoqi Sun, Bin Wan, Haibing Yin, Yahong Chen:
DMDNet: Dual-branch multi-modal deep fusion network for V-D-T salient object detection. 108579 - Long Tang, Xin Si, Yingjie Tian, Panos M. Pardalos:
Taming polarized fitting: BLINEX-Pcomp with asymmetric risk penalty for robust Pcomp classification. 108580 - Zengbiao Yang, Yihua Tan:
Deep multi-view clustering based on instance-level adaptive structural contrastive learning. 108581 - Xiaoguang Chang, Teng Wang, Changyin Sun:
A modern look at simplicity bias in image classification tasks. 108583 - Xuanchi Chen, Yonghui Xu, Zhen Li, Mingzhe Zhang, Han Yu, Lizhen Cui, Xiangwei Zheng:
Self-supervised exceptional prototypical network for few-shot grading of gastric intestinal metaplasia. 108584 - Xiao Lin, Zeyu Rong, Yan Li, Qizhe Yang, Ping Li, Wei Huang:
A two-stage active cleaning strategy for long-tail label noise. 108585 - Mingrui Zhu, Fangzhou Wang, Xin Wei, Nannan Wang, Xinbo Gao:
AdaAlign: A unified solution for traditional and modern zero-shot sketch-based image retrieval. 108586 - Hongrui Liu, Yuanyuan Gui, Binglei Zhao, Hui Lu, Manhua Liu:
A causal bidirectional selective state space model for imaging genetics in neurodegenerative diseases. 108587 - Aobo Liang, Yan Sun, Xiaohou Shi, Ke Li:
RoGAtten: Rotary gated linear attention for multivariate time series forecasting. 108591 - Jin Song, Kenji Kawaguchi, Zhenya Yan:
PMNO: A novel physics guided multi-step neural operator predictor for partial differential equations. 108593 - Zhiyu Guo, Yang Liu, Xiang Ao, Yateng Tang, Xinhuan Chen, Xuehao Zheng, Qing He:
Graph-Agnostic Linear Transformers. 108595 - Xin Xiao, Bin Gao, Zelong Su, Linlin Li, Shutian Liu, Zhengjun Liu:
SAGCN: A syntactic aware multi-branch graph attention network with structural bias for aspect sentiment triplet extraction. 108596 - Kai Jiang, Shangkun Liu, Qingtian Zeng, Guiyuan Yuan, Hua Duan, Weijian Ni:
A novel movie scene detection method based on clue relationship and constrained shot description. 108597 - Sihang Zhang, Congqi Cao, Qiang Gao, Ganchao Liu:
Multi-Source Temporal-Depth fusion for robust end-to-End visual odometry. 108598 - Jinhui Zhu, Xiangfeng Luo, Xiao Wei, Xin Yao:
Adversarial contrastive with leveraging negative knowledge for point of interest sequence learning. 108599 - Wei Zhao, Hao Chen:
Learning frequency-aware graph fraud detection. 108600 - Wenjing He, Youqing Wang, Yukun Shi:
Adaptive performance control of switched nonlinear systems under false data injection attacks and input saturation constraints. 108602 - Shayan Alahyari, Shiva Mehdipour Ghobadlou, Mike Domaratzki:
Regression augmentation with data-driven segmentation. 108603 - Jie Hong, Xulun Ye, Jieyu Zhao:
Deep fine-grained clustering with model reusing. 108604 - Shuai Zhang, Shan Yang, Wenyu Zhang, Jiahao Nie, Shan Ji:
G2CL: Gradient-guided graph contrastive learning for eliminating the message contrastive conflict. 108605 - Shanzhi Gu, Zhaoyang Qu, Ruotong Geng, Mingyang Geng, Shangwen Wang, Chuanfu Xu, Haotian Wang, Zhipeng Lin, Dezun Dong:
Mitigating sensitive information leakage in LLMs4Code through machine unlearning. 108606 - Teng Feng, Junwei Xu, Tao Huang, Zhenyu Wang, Fangfang Wu, Weisheng Dong, Xin Li, Guangming Shi:
CoCoFR: Collaborative codebooks learning with soft matching strategy for blind face restoration. 108607 - Xi Fu, Weibang Jiang, Rui Liu, Gernot R. Müller-Putz, Cuntai Guan:
EEG-to-gait decoding via phase-aware representation learning. 108608 - Lu Zhang, Jisheng Dang, Shu Zhang, Wencheng Gan, Juan Wang, Bin Hu, Gang Feng, Hong Peng:
Graph-enhanced dual low-rank correlation embedding for spatio-temporal EEG fusion in depression recognition. 108609 - Huayue Chen, Yuanyuan Li, Bochuan Zheng, Tao Chen:
Hyperspectral remote sensing image classification based on domain-level complementarity of spatial-spectral component. 108610 - Xianhua Zeng, Yixin Xiang, Jian Zhang, Bowen Lu:
DSA-Diff: Dynamic schedule alignment for training-Inference consistent modality translation in x-prediction diffusion model. 108611 - Yi-Hong Lu, Wu-Dong Xi, Xing-Xing Xing, Wei Wan, Chang-Dong Wang:
ID-Guided Multimodal experts with contrastive diffusion for sequential recommendation. 108612 - Jingjing Liu, Nian Wu, Xianchao Xiu, Jianhua Zhang:
Robust orthogonal NMF with label propagation for image clustering. 108613 - Penglian Gao, Hongwei Ge, Shuzhi Su:
PHoM: Effective pan-sharpening via higher-order state-space model. 108616 - Shuran Wang, Hua Chen, Heng Xiong, Kai Wang, Xiaogang Zhang:
NAR Broad Learning System for dynamical systems prediction. 108617 - Xiaobo Li, Xiaodi Hou, Shilong Wang, Hongfei Lin, Yi-Jia Zhang:
Relation-aware pre-trained network with hierarchical aggregation mechanism for cold-start drug recommendation. 108618 - Chao Zeng, Jiaqi Zhao, Miao Zhang, Li Wang, Weili Guan, Liqiang Nie:
FRM-PTQ: Feature relationship matching enhanced low-bit post-training quantization for large language models. 108619 - Shufeng Zhou, Lina Zhou, Yueying Zhou, Hongyan Han, Hongxia Zheng, Lishan Qiao:
GIN-transformer based pairwise graph contrastive learning framework. 108621 - Mingyang Xie, Wei Yu, Huanyu Jin, Wei Li, Xin Chen:
CBAM-ST-GCN: An enhanced DRL-based end-to-end visual navigation framework for mobile robot. 108622 - Xinlong Chen, Jin Li, Yisong Huang, Jianzhi Zhuang, Chenjunhao Shi, Zuhao Xu, Yang-Geng Fu:
UniTrain: A universal iterative semi-supervised training framework for graph representation learning. 108623 - Wenjie Liu, Bohan Du, Weiwei Liu, Yifan Zhu:
Rotation equivariant quantum graph neural networks with trainable compression encoder and entanglement-enhanced aggregation. 108625 - Zongxin Liu, Jinhong Zhang, Yunyun Dong, Bingbing Song, Wei Zhou:
RWP: a robust watermarking plugin for attribution and protection in stable diffusion models. 108626 - Kunlun Wu, Donghai Zhai:
Cross-category spatiotemporal consensus and discriminative networks for weakly-supervised temporal action localization. 108627 - Daixun Li, Weiying Xie, Leyuan Fang, Yunke Wang, Zirui Li, Mingxiang Cao, Jitao Ma, Yunsong Li, Chang Xu:
MMFormer: Multi-Modality semi-Supervised vision transformer in remote sensing imagery classification. 108628 - Wenlan Kuang, Zhixin Li:
Multi-modal feature alignment networks for multi-label image classification. 108629 - Nianyi Wang, Shuai Zheng, Yu Chen, Hai Zhao, Zhou Fang:
FluidFormer : Transformer with continuous convolution for particle-based fluid simulation. 108631 - Xingru Huang, Shuaibin Chen, Huawei Wang, Tangsen Huang, Gaopeng Huang, Zhaoyang Xu, Wenbin Zhang, Jian Huang, Yihao Guo, Jin Liu, Zhiwen Zheng, Xiaoshuai Zhang, Shaowei Jiang, Huiyu Zhou, Yaoqi Sun:
TriFTM-Net: Tri-Path Fourier-Temporal Modulation Network for macular edema pathology segmentation and reconstruction in high-precision intraoperative navigation. 108692 - Haoran Jia, Xin Wang, Tongtai Cao, Songyue Yang, Yue Liu:
Focus-guided feature fusion network for lightweight image super-resolution. 108697 - Jiashuang Huang, Zhan Su, Shu Jiang, Tao Hou, Mingliang Wang, Weiping Ding:
Select then fusion: An effective multi-atlas brain network analysis method with sparse and uncertain mechanism. 108698 - Ke Wang, Yinghao Zhang, Hong-Yu Zhang, Lin Liu, Jiuyong Li, Zaiwen Feng, Debo Cheng:
Learning fair representation for fine-tuning pre-trained language models. 108701 - Bingxun Zhao, Xiao Han, Ruihao Sui, Yuan Chen:
TransUTD: Underwater cross-domain collaborative spatial-temporal transformer detector. 108705 - Hongchi Chen, Jifei Tang, Lanhua Xia, Yuanjin Bao:
Rethinking multivariate modeling in long-term forecasting: an efficient univariate framework with power decomposition and post-Calibration. 108710 - Nacira Agram, Giulia Pucci:
Deep BSVIEs parametrization and learning-based applications. 108712 - Shuo Han, Qibing Qin, Jinkui Hou, Wenfeng Zhang, Lei Huang:
Deep Softtriple hashing for Multi-Label cross-modal retrieval. 108713 - Xueyang Min, Jiali Yu, Zihan Fang, Weihong Lin, Shiping Wang:
Beyond local aggregation: Global graph contrastive learning for multi-view fusion. 108714 - Hanxiao Wu, Shengwu Xiong, Dong Yi, Lingxiang Wu, Jianqing Zhu, Guibo Zhu, Jinqiao Wang:
Adversarial discriminant attack on text-to-image diffusion models. 108716 - Rui Yang, Qindong Sun, Han Cao, Kai Lin, Chao Shen:
FeatureTrojan: Boosting stealthy and steady backdoor attacks with feature poisoning and fine-tuning injection. 108717 - Bolun Zheng, Yuhao Lin, Yao Zhu, Quan Chen, Canjin Wang:
Enhancing out-of-distribution detection with bilateral distribution score. 108718 - Yonghao Yan, Meijing Gao, Yang Bai, Xu Chen, Bingzhou Sun, Huanyu Sun, Sibo Chen:
SD2-ReID: A semantic-stylistic decoupled distillation framework for robust multi-modal object re-identification. 108719 - Jinhao Tian, Zuchao Li, Meng-Jia Shen, Lefei Zhang:
Generalized and group spherical linear interpolation for token-level context compression. 108720 - Jinzhao Su, Shiyu Liu, Shunzhi Yang, Chang-Dong Wang, Shengli Sun, Zhenhua Huang:
A unified framework for sequential recommendation with gated differential amplified attention and repetition-exploration intent modeling. 108721 - Langtao Zhou, Tianyu Fu, Xiaoxia Qu, Jiaoyang Wu, Yangrui Huang, Hong Song, Jingfan Fan, Danni Ai, Deqiang Xiao, Junfang Xian, Jian Yang:
Multimodal hybrid mamba classification model for tumor pathological grade prediction using magnetic resonance images. 108726 - Current Events. 108787
- INN/ENNS/JNNS - Membership Applic. Form. 108788
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