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ORCIDNeural Networks, Volume 202
Volume 202, 2026
- Kyungeun Lee
:
MultiTabPFN: Codebook-based extensions of TabPFN for high-class-count tabular classification. 108932 - Pudu Liu, Wei Lu, Jiajun Su, Simin Zhan, Jianqing Zhu, Huanqiang Zeng:
UDD: Unsupervised denoising diffusion for noisy multi-focus image fusion. 108933 - Si-Ping Zhang, Wei-Guo Jiang, Xu Deng, Yi-Hao Gu, Nan Yao, Xiao-Long Liang, Zi-Gang Huang:
Multi-neurotransmitter synergistically regulated basal ganglia reinforcement learning model. 108941 - Mushir Akhtar, Abdul Quadir, Muhammad Tanveer, Mohd. Arshad:
Dual-center RAPID-LSSVM: Radius-adaptive, probability and imbalance driven weighting for Alzheimer's diagnosis. 108956 - Jiongzhi Qiu, Yixuan Ye, Liang Peng, Dan Yang, Jiajun Xian, Man-Fai Leung, Hangjun Che, Cheng Liu:
Self-supervised semantic graph propagation for multi-view clustering. 108973 - Hongxing Peng, Shuxia Jiang, Jianji Ren, Haiqing Liu, Yongliang Yuan, Yun Xin, Yunfeng Chen:
PeriodPatch: A frequency-aware modular framework with patch-based embedding and periodic bias for multivariate time series forecasting. 108979 - Songyu Ke, Chenyu Wu, Yuxuan Liang, Huiling Qin, Junbo Zhang, Yu Zheng:
GeoMAE : Masking representation learning for spatio-temporal graph forecasting with missing values. 108986 - Yucheng Zhang, Lin Chai:
MDM: Modality decoupling for visible and infrared Mamba-based object detection. 108988 - Xuepu Zeng, Jinlong Fan, Zhekang Dong, Jing Zhang, Yuxiang Yang:
Urban scene reconstruction using Geometry-aware Gaussian primitives. 108990 - Xueyi Zhang, Yuan Liao, Siqi Cai, Mingrui Lao, Haizhou Li:
Closed-loop correction reprogramming for fine-grained visual prompting. 108991 - Nastaran Saadati, Zhanhong Jiang, Joshua R. Waite, Shreyan Ganguly, Aditya Balu, Chinmay Hegde, Soumik Sarkar:
DeCAF: Decentralized consensus-and-factorization for low-rank adaptation of foundation models. 108992 - Junghwan Lee, Youngshin Kang, Yusang Nam, Hyuntae Lee, Danilo P. Mandic, Cheolsoo Park:
Quaternion-based CNN for heart rate prediction from PPG. 108993 - Baiya Li, Boheng Zhang, Yang Liu, Haorui Huang, Cailing Lin, Rui Fan, Mingjian Sun:
FDPMambaFuse: A frequency-domain and parallel Mamba-based model for multimodal medical image fusion. 108994 - Minghui Zhu, Yushan Pan, Nan Xiang, Zuhe Li, Di Wu, Zhiyang Zhao, Yuanping Xu, Zhijie Xu:
A text-guided cross-hierarchical fusion and multi-task learning framework for multimodal sentiment analysis. 108995 - Zhiqiang Hao, Hongming Fei, Chang Liu, Xiao Fu, Bin Luo:
Aligning large language models across the lifecycle: A survey on safety-usability trade-offs from pre-training to post-training. 108996 - Herong Qi, Xuanyu Xiang, Hui Qin, Yuan Tai, Yihua Tan:
Cross-modal transformer fusion via local sampling for drone RGB-infrared object detection. 108997 - Cheng Qin, Zhiquan He:
Attribute affinity coordination debiasing for generalized zero-shot learning. 108999 - Jingbin Wang, Zhibo Zheng, Yuhong Deng, Zeyuan Lin, Jinsong Lai, Jinfan Yuan, Kun Guo:
FIT: Enhancing multimodal knowledge graph completion via fine-grained interaction and TriConvTransformer. 109000 - Hang Yang, Le Hui, Yun Zhu, Jianjun Qian, Yigong Zhang, Jin Xie:
Discriminative region learning for point cloud-based place recognition. 109001 - Kai Zhang, Peng Zhang, Ludan Sun, Feng Zhang, Wenbo Wan, Jiande Sun:
Task-driven infrared and visible image fusion via detail and semantic dual injection. 109003 - Yu Chen, Shengwei Wang, Hongwei Lin:
Topology structure optimization of reservoirs using GLMY homology. 109004 - Yongqing Zhang, Chenpeng Wu, Tianhao Li, Zhigan Zhou, Zhengxiao Huang, Aochen Zhang, Zixuan Wang:
Deep generative framework for modeling single-cell drug perturbation response. 109005 - Xingyu Chen, Junxiu An, Jun Guo, Li Wang, Jingcai Guo:
KG -augmented executable CoT for mathematical coding. 109006 - Yu Lei, Cheng Deng, Yu Duan, Quanxue Gao, Junping Wang:
Discriminative and noise-robust embedding for zero-shot learning. 109007 - Yanmei Jiang, Xiong Li, Chaohong Yang:
Cognitive prototype learning: Towards self-supervised and semantic-aware few-shot open-set sound recognition. 109008 - Yali Fu, Jindong Li, Jiahong Liu, Qianli Xing, Qi Wang, Irwin King:
HC-GLAD: Dual hyperbolic contrastive learning for unsupervised graph-level anomaly detection. 109009 - Xin-Mei Lv, Shu-Xin Miao:
A predefined-time neurodynamic model for solving absolute value equation. 109010 - Yang-Geng Fu, Pan Liu, Zuhao Xu, Yuxi Lin, Li Tang:
Graph contrastive learning with virtual nodes for few-shot semi-supervised classification. 109012 - Giuseppe Alessio D'Inverno, Zhiyuan Hu, Leo Davy, Michael Unser, Gianluigi Rozza, Jonathan Dong:
Revisiting deep information propagation: Fractal frontier and finite-size effects. 109013 - Yong Yang, Ting Ting Yang, Shao Shuai Gao, Jiahong Ning, Ling Zheng Kong:
Optimizing speculative decoding via dynamic multi-path and dual-stream networks. 109014 - Jinshan Bian, Hongbing Xia, Chaoxu Mu, Chenyi Si:
SACI framework-based fixed-time learning control for nonlinear systems with asymmetric constraints. 109015 - Lina Qiu, Minjin Wu, You Hu, Baiqiang Long, Tianjian Chen, Jiahui Pan:
PDGCN: A progressive dual-branch graph convolution network for EEG emotion recognition. 109016 - Da Li, Junping Yin, Jin Xu, Xinxin Li, Juan Zhang:
ViSymRe: Vision multimodal symbolic regression. 109017 - Clemens Hutter, Valentin Abadie, Helmut Bölcskei:
A quantifier-reversal approximation paradigm for recurrent neural networks. 109018 - Yongyan Wen, Siyuan Li, Mingjian Fu, Yiqin Yang, Xun Wang, Peng Liu:
Curriculum reinforcement learning with measurable task representation learning. 109019 - Zhaoyu Chen, Zhengyang Shan, Jingwen Chang, Kaixun Jiang, Dingkang Yang, Yiting Cheng, Jinglun Li, Wenqiang Zhang:
Delving into the adversarial robustness of semantic segmentation with decision-based black-box attacks. 109020 - Minda Yu, Xulun Ye:
Semantic clustering under resource constraints via Bayesian low-rank adaptation. 109021 - Siyu Zhu, Haisheng Fu, Yuchen Zou, Guohe Zhang, Jie Liang:
Spike-hammer: An efficient spike-driven hybrid architecture for multi-modal emotion recognition with physiological signals. 109022 - Weiguo Gao, Ming Li:
Toward theoretical insights into diffusion trajectory distillation via operator merging. 109023 - Zhonggai Wang, Guangyu Gao, Zhuoshu Li, Alex Kai Qin:
SynerNet: Broad-to-precise CAM synergy for weakly supervised semantic segmentation. 109024 - Jinlu Wang, Yanfeng Sun, Junbin Gao, Shaofan Wang, Qi Zhang, Yachao Yang, Baocai Yin, Jipeng Guo:
Hybrid graph attention learning with pseudo-label guided adaptive evolution. 109025 - Rubayyi T. Alqahtani, Theodore E. Simos, Spyridon D. Mourtas, Vasilios N. Katsikis:
Handling uncertainty in portfolio optimization: A neutrosophic logic adaptive neural network solver for quadratic programming. 109026 - Yumin Yang, Xueyi Zhang, Bo Yan, Yanming Guo:
Towards few-shot deepfake detection with an enhanced CLIP model. 109027 - Xiaoyang Zhao, Zhuo Wang, Zhongchao Deng, Hongde Qin, Zhongben Zhu:
Differential feature guidance and compressed cost volume for large disparity stereo network. 109028 - Zilin Chen, Lei Zhang, Jiaqiang Chen, Linfeng Li, Jianwei Zhang:
A multi-scale patch transformer for cross-sequence forecasting: Application to EMG-respiration prediction. 109029 - Xiaoming Pan, Shaobo Sun, Shuang Qi, Jun Gao:
Knowledge-enhanced multi-task learning via prompt LLM for financial news recommendation. 109030 - Yunong Guo, Yang Wu, Jing Liu:
AIIT: An adjustable integration adversarial attack based on image transformation. 109032 - Tianchi Yu, Jingwei Qiu, Jiang Yang, Ivan V. Oseledets:
Sinc Kolmogorov-Arnold network and its application for solving PDEs with singularities. 109033 - Chunmao Jiang, Wei Wu, Qiaoping Zhong:
Self-supervised multi-scale cloud workload prediction with time series data augmentation. 109034 - Shu-Xun Yang, Yanzhe Zhou:
TWT: Textual white-box transformer for natural language understanding. 109035 - Houda Bourezaz, Ilhem Laroussi, Ghania Idiou:
Weighted neural network and weighted least square estimators under censorship. 109036 - Kunfeng Chen, Luyao Zhuang, Fei Liao, Juhua Liu, Jian Wang, Bo Du:
Tool retrieval bridge: Aligning vague instructions with retriever preferences via bridge model. 109037 - Fanghai Zhang, Yang Zhou, Hao Tang, Tingwen Huang, Zhigang Zeng:
Finite/fixed-time synchronization of complex-valued switched coupled neural networks via unified control strategy. 109038 - Shengjun Liu, Yu Yu, Chenxiang Fan, Ting Zhang, Hanchao Liu, Xinru Liu:
Multi-particle neural operator transformer for solving partial differential equations. 109040 - Canmiao Zhou, Han Huang, Xueming Yan, Zhifeng Hao, Chunguo Wu:
Contrastive diffusion model for exploring mathematical expressions from data. 109041 - Junxi Kang, Bowen Zheng, Yang Guo, Xinyan Li, Jie Tao, Yujia Zhou, Qiang Wei, Qianjin Feng, Renquan Lu:
ProMA-Net: MR-TRUS prostate registration via a dual-stream Swin Transformer-based network with mixed attention. 109042 - Yu-Feng Yu, Hong Yi, Jianjun Xu, Weiping Ding, Chuanbin Zhang:
FRE-GAN : Full-resolution efficient convolutional generative adversarial network for retinal vessel segmentation. 109044 - Linghao Feng, Dongcheng Zhao, Sicheng Shen, Yi Zeng:
Biologically inspired spiking diffusion model with adaptive lateral selection mechanism. 109045 - Yilong Chen, Zongyi Xu, Xiaoshui Huang, Shanshan Zhao, Xinbo Gao:
Non-target divergence hypothesis: Toward understanding modality differences in cross-modal knowledge distillation. 109050 - Youcheng Zong, Runda Jia, Kang Li, Dazhan Xue, Liqiang Zhang, Dakuo He:
LLM-driven human-AI collaborative decision support system for complex industrial processes: A case study in metallurgy. 109055 - Yuanfu Ding, Xiufang Xu, Sen Xu, Xuesheng Bian, Shanliang Yao, Naixuan Guo, Wei Wang, Tian Zhou, Yuyang Shen:
Contrastive graph clustering with Structure-Robust learning and stable prototype guidance. 109056 - Zijian Kang, Yueyang Li, Shengyu Gong, Weiming Zeng, Hongjie Yan, Lingbin Bian, Zhiguo Zhang, Wai Ting Siok, Nizhuan Wang:
Hypergraph multi-modal learning for EEG-based emotion recognition in conversation. 109057 - Beijin Zhou, Jiang-Wen Xiao, Yan-Wu Wang, Tian-Hao Lu:
Probingformer: Modeling cross-dimension dependencies via pretraining-probing for long-term time series forecasting. 109059 - Yue Qiu, Min Xiao, Yang Liu, Jun Ma, Zheng Gao, Jinling Liang, Haijun Jiang, Tingwen Huang:
The role of hyperedge overlap in reshaping dynamics of neural networks with higher-order interactions. 109062 - Huilin An, Zefan Zhang, Shijie Jiang, Kehua Zhu, Tian Bai:
TDP-DETR: Temporal dynamics perception framework for video moment retrieval and highlight detection. 109063 - Yu Song, Sichao Fu, Hongquan Xin, Wuli Wang, Peng Ren, Baodi Liu, Weihua Ou, Dapeng Tao:
Evolving classifiers with background suppression transformer for open-set long-tailed class-incremental remote sensing scene classification. 109064 - Huining Cui, Wei Liu:
SecReEvalBench: A real-world scenario-based security resilience benchmark for large language models. 109065 - Jan P. Williams, J. Nathan Kutz, Krithika Manohar:
Reservoir computing for system identification and model predictive control. 109031 - Suruchi Kumari, Pravendra Singh:
Integrating orthogonal supervision for sparse semi-supervised 3D medical image segmentation. 109039 - Yangboyu Liu, Zilu Wang, Zibo Chen, Kai Lin, Hongyu Xu, Sen Zhang, Xiaoping Wang, Zhigang Zeng:
Coupled gradient-evolutionary learning in sparse memristive neuromorphic networks for robust edge intelligence. 109043 - Shiwen Gong, Guanbo Feng, Qiong Liu, Runzhou Li, Hang Sun:
Global-local uncertainty-contrastive physics-guided inversion network for unsupervised cloud removal. 109046 - Guoxiang Tong, Hao Shen, Shixin Liu:
Coverage-constrained multi-objective evolutionary recommendation algorithm for balancing accuracy, diversity, and novelty. 109047 - Weibo Zhong, Shichao Hu, Wei Lin, Haimei Zhao:
WA-SAND: Wavelet attention diffusion with spatially adaptive noising for multi-view face generation. 109048 - Bojin Wu, Jing Chen:
VGLD: Visually-guided language disambiguation for monocular depth scale recovery. 109049 - Weixing Zhang, Minlan Jiang, Shupeng Gao, Weifeng Gao, Mohammed A. A. Al-qaness:
Real-time soybean pest detection system integrating UAV and Jetson based on improved YOLO. 109051 - Zicheng Zhang, Shan Lin, Hongke Xu, Zhanwen Liu, Dejun Li, Longguang Wang:
Not all regions are equal: Spatially adaptive representation learning for efficient visual object tracking. 109052 - Bingyu Li, Da Zhang, Zhiyuan Zhao, Yuan Yuan, Junyu Gao, Xuelong Li:
Quantum-inspired interpretable deep learning architecture for text sentiment analysis. 109053 - Hui Yang, Dazhong Mu, Ru Zeng, Yan Song:
MB-GLOM: An attentive GLOM with multi-head projection and bottleneck residual. 109054 - Qi Si, Xiangrui Chen, Bo Wang, Zhao Zhang, Mingbo Zhao, Yun Yang, Haijun Zhang:
Object-centric image editing via position-structure guided diffusion. 109058 - Shangcheng Yang, Chong Huang, Kedong Yin, Hongshuo Zhang:
GTGCN: A gated temporal-graph coupling network model based on contrastive learning for traffic prediction. 109060 - Fan Gao, Yuanbo He, Han Jiang, Peng Yu, Siyuan Du, Chenglin Liu, Shuai Li, Aimin Hao:
MedSAM-guided geometry-aware 2D-3D feature fusion for medical image registration. 109066 - Xujun Yang, Lu Wang, Ju H. Park:
Stability analysis of impulsive systems with impulse-dependent varying delay: A MDI-based looped functional approach. 109068 - Abdelkarim Smaili, Hamidaoui Meryem, Weiqiang Kong, Mohamed Zakariya Talhaoui:
Transfer learning strategies for vulnerability detection in software binaries. 109069 - Weidong Shi, Xudong Yan, Jiazheng Yuan, Hong Lu, Songhe Feng:
Learning forward-compatible and domain-invariant representations for cross-domain few-shot class-incremental learning. 109070 - Yongsheng Huang, Peibo Duan, Yujie Wu, Kai Sun, Zhipeng Liu, Changsheng Zhang, Bin Zhang, Mingkun Xu:
CogniSNN: Enabling neuron-expandability, pathway-reusability, and dynamic-configurability in spiking neural networks. 109071 - Mohammad Hosein Houshmand, Boshra Pishgoo:
Real-time emotion recognition based on EEG signals using a hybrid batch-stream architecture. 109072 - Kalp Patel, Rishi Ajith, Surendrabikram Thapa, Surabhi Adhikari, M. Tanveer, Usman Naseem:
A comprehensive review of use cases, misuses, and potential mitigation techniques in generative artificial intelligence. 109073 - Canran Xiao, Chuangxin Zhao, Zong Ke, Fei Shen, Li Shen:
Curiosity-driven cooperation for long-tailed multi-label learning. 109075 - Junshi Cheng, Ruisheng Ran, Bin Fang:
SPD-DANN: An SPD manifold unsupervised domain adaptation method for cross subject motor imagery EEG decoding. 109076 - Minghua Tang:
Are LLMs qualified evaluators and generators of one-liner jokes. 109077 - Jiayu An, Ruimin Peng, Xinyao Yang, Dongrui Wu:
fastSeizureNet: Accurate and efficient knowledge-data fusion for semi-supervised seizure detection. 109078 - Benet Manzanares-Salor, David Sánchez, Pierre Lison:
Unsupervised utility evaluation of text anonymization methods via neural language models. 109079 - Yajun Pi, Ming Zheng, Fanhao Ma:
Fed-DiTTab: Diffusion transformer for tabular data generation in federated learning. 109080 - Pranav Singh Chib, Pravendra Singh:
Dual-view diffusion for pedestrian trajectory imputation. 109084 - Wenzheng Liu, Hongtao Li, Haina Zhang, Shaolong Sun, Wuzhi Xie, Xiaoyan Jia:
C2F-LGNet: A coarse-to-fine framework with local-global differential modeling for traffic prediction. 109086 - Yifei Ma, Ze Wang, Xianjie Qiu, Wenlong Liu, Ji Zhang:
STMamba-GC: Spatiotemporal Mamba with graph contrastive learning for next POI recommendation. 109087 - Chao Yang, Xinwen Zhang, Zihao Li, Yakun Chen, Zhongwen Guo:
WEANet: Bridging wavelet inductive bias with network parameter initialization for time series modeling. 109088 - Dehui Wang, Yingqian Zhang, Shuang Zhou, Yumei Xue:
A simultaneous dual watermarking scheme for deep learning models. 109089 - Qianhui Xu, Ke Niu, Jun Li, Shunzhe Zhu, Yihang Lu:
MIRA: Multi-scale invertible dual-attention redundancy-aware network for high-capacity video steganography. 109090 - Yi Pan, Yujia Zhang, Michael Kampffmeyer, Xiaoguang Zhao:
ProPy : Building interactive and efficient prompt pyramids upon CLIP for partially relevant video retrieval. 109092
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