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Neurocomputing, Volume 682
Volume 682, 2026
- Shangwu Jiang

, Ruochen Wang, Renkai Ding, Qing Ye, Yingfeng Cai:
Semi-supervised driving style recognition via deep metric learning and liquid time-constant networks. 133275 - Yuze Dong

, Jinsong Wu
:
Rethinking Adam for time series forecasting: A simple heuristic to improve optimization under distribution shifts. 133279 - Rongshun Juan, Yang Li, Shoufu Liu, Tian Wang, Zhongke Gao

:
UUV autonomous control for terrain tracking problem through distributional reinforcement learning. 133308 - Jiyue Guo, Lei Zou, Yuman Li, Yun Chen:

Iterative learning observers for IoT-enabled time-delay systems with periodic disturbances: Random-access-aware H ∞ estimation. 133329 - Jianyong Zhu

, Kun Chen
, Jingwen Wang, Hui Yang, Feiping Nie:
A novel semi-supervised clustering algorithm based on ridge regression with optimal scaling. 133359 - Haiyan Gao

, Gaigai Zhou:
Robust hypergraph-regularized non-negative matrix factorization with label discrimination for image clustering. 133364 - Huachao Yan, Kailing Guo

, Shiwei Song, Xiaofen Xing, Xiangmin Xu:
Random graph construction-based hierarchical attention multi-task graph convolution network for sEEG SOZ identification. 133367 - Jie Wu, Zhi Liu, Kaixin Lu:

Event-triggered inverse optimal neural learning control for nonlinear systems. 133370 - Jingliang Hu

, Jintao Fan, Yanping Chen, Ruizhang Huang, Yongbin Qin:
A two-stage contrastive learning method for nested named entity recognition. 133382 - Xingzhi Xu

, Lihua Tian
, Chen Li, Shuhui Wang:
Force everything to one: Targeted output redirection against diffusion-based customization. 133393 - Lucas Kook

, Andrea Götschi, Philipp F. M. Baumann
, Torsten Hothorn, Beate Sick:
Deep interpretable ensembles. 133394 - Inam Ullah

, Sumaira Hussain
, Shahid Ali Khan
, Mukhtiar Khan
, Kashif Shaheed
, Muhammad Qasim Khan
, Irfan Ali Khan
:
EA-ACCM: Edge-anchored RGB-D saliency detection via adjacent context coordination model. 133406 - Daeyoung Han

, Hyung Rok Jung, Tianhong Li, Dina Katabi, Jeany Son, Hong Kook Kim, Moongu Jeon
:
Revisiting data imbalance in token-based self-supervised learning. 133408 - Haipeng Liu

, Xiaoming Chen, Zhangyan Zhao, Yuhang Zou, Jiajun Xu:
Dual-prototype alignment network with prototype batch updating for few-shot semantic segmentation. 133409 - Yangyang Liu, Fei Yin, Cheng-Lin Liu:

Confident classification via template representation learning. 133411 - Difei Cheng

, Ruinan Jin, Bo Zhang:
Convergence analysis of the last iterate in distributed stochastic gradient descent with momentum. 133413 - Jiayi Cao, Jianzhong Chen:

KG-SA-GE: A knowledge graph-enhanced structure-attribute graph embedding for traffic flow forecasting. 133415 - Eva Cherian

, Mrinal Kanti Das
:
Modeling task uncertainty for neural processes to meta-learn with fewer tasks. 133417 - Genevieve Claire Fahey

, Samuel J. Ippolito
, Glenn Ian Matthews
:
A linear self-normalizing spike-timing-dependent plasticity rule for online learning in spiking neural networks. 133419 - Qiao Yuan

, Boxuan Zhu
, Sheng-Uei Guan
, Ka Lok Man
, Prudence W. H. Wong
:
Class-incremental continual graph learning with adversarial graph condensation. 133420 - Dawei Zhao, Likang Hong

, Hong Li, Qingwei Gao, Dong Sun, Yixiang Lu, De Zhu:
Robust semantic reconstruction for weakly supervised multi-label learning. 133422 - Hao Zhang

, Maode Yan, Lei Zuo, Yunchao Qi:
Global and multi-subgraph graph convolutional generative adversarial network for heterogeneous traffic data imputation. 133423 - Bo He, Hao Han

, Ruoyu Zhao:
MMCGR: A multimodal cascaded gated fusion RWKV-based model for emotion recognition in conversations. 133424 - Xingguo Zhang

, Li Xu
, Weikuan Jia
:
EGBDPM: Efficient granular ball density peaks clustering for manifold data. 133427 - Shariq Bashir

:
Visual pattern-based watermarking for large language model generated text. 133429 - Xiangwen Wang

, Xun Li, Yikai Xu, Li Zou, Shunchang Su, Xianghong Lin
:
A synaptic weight-delay synergistic learning algorithm for deep spiking neural networks. 133430 - Matthieu Dabrowski

, José Mennesson, Jérôme C. Riedi
, Chaabane Djeraba
:
Double-task physics-informed neural network for the prediction of PM2.5 concentration. 133436 - Yang Zhou

, Siying Wang
, Wenyu Chen
, Ruoning Zhang, Zhitong Zhao
, Zixuan Zhang, Zijun Ma:
Double distillation network for multi-agent reinforcement learning. 133438 - Guoping Xu

, Jayaram K. Udupa
, Yajun Yu, Hua-Chieh Shao, Songlin Zhao, Wei Liu
, You Zhang:
Segment anything for video: A comprehensive review of video object segmentation and tracking from past to future. 133439 - Junru Tang

, Shuai Wang:
A multi-objective evolutionary algorithm for constructing robust and influential networks. 133442 - Zhiqiang Liu, Gengjia Zhang, Jisun Hong

, Jihun Lee, Daegil Choi, Jaehyo Jung
, Meina Li:
DepSTDSAM: Spatio-temporal dual-sparse attention model for depression prediction based on facial behavioral structure representations. 133449 - Jin Ren, Ding Wang

, Mingming Zhao, Junfei Qiao:
Data-driven fast optimal regulation with adjustable convergence for asymmetric constrained systems. 133452 - Yaping He

, Hao Wu
, Weibo Liu
, Xin Luo
:
A survey of latent factorization of tensor-based model compression: Algorithms, toolboxes and future directions. 133455 - Chao Li, Ailian Wang

, Bolin Li, Zishuo Gao:
A dual-phase overlapping community attraction model based on seeded similarity fusion and boundary node walk. 133456 - Binbin Qiu, Yusheng Zeng, Jinjin Guo

, Yu Han, Guangfeng Cheng
:
A novel fuzzy-power robust RNN model for tracking control of mobile robot manipulators. 133459 - Soumick Chatterjee

, Hadya Yassin
, Florian Dubost, Andreas Nürnberger
, Oliver Speck
:
Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification. 133460 - Mingchao Ge, Haotian Chu, Fei Wang

:
PowerLight: A lightweight pretrained model for power time series forecasting. 133461 - Jiaofen Nan, Panpan Xu, Duan Li, Fubao Zhu, Chen Yang, Hongxin Zhang:

KDADGNet: A data augmentation and knowledge distillation-based technique for enhancing domain generalization in imagined typing. 133463 - Guodong Zhang, Junhao Hu, Shiping Wen:

New results on fixed/preassigned-time stabilization of the discontinuous neural networks with mixed time-varying delays. 133464 - Ruixiang Quan

, Xiaohong Li
, Shuo Zhuang
, Xueliang Liu:
HMR-net: Hierarchical multi-scale relation network for visible-infrared person re-identification. 133467 - Pengrui Duan

, Xiaolin Gong
, Fengyi Liu, Jinliang Zhang, Shidi Meng:
BiPA-Net: Bi-directional prototype alignment with fine-grained enhancement for few-shot object detection. 133468 - Xiaoyong Zhao

, Jiebin Yang
, Lei Wang, Ningning Wang, Yibao He:
DUST-NS: Dual-backbone sparse tuning through neuron saliency in MLLMs. 133470 - Xindong Si

, Wuquan Li
, Zhen Wang:
Mean-square bipartite synchronization of coopetition neural networks under pinning sampled-data and deception attacks: Designing interval-dependent looped-function. 133471 - Xiangjiang Zhao, Wenxuan Zheng, Renxie Shen, Chao Wang, Mingyue Yuan

, Guotao Wang
:
DSBRD: A dual-stream neural network based on novel residual convolution and dynamic pre-activation convolution for bearing fault diagnosis. 133475 - Zhiyuan Ma

, Miaomiao Gu
, Nan Wang
, Jialin Cao
:
Towards anti-forgetting with masked optimal transport regularization for continual named entity recognition. 133493 - Jingbin Wang, Jinfan Yuan

, Jinsong Lai
, Fuyuan Zhang, Kun Guo
:
Temporal knowledge graph reasoning based on multidimensional information interaction and dynamic frequency awareness. 133496 - Dip Roy

, Rajiv Misra, Sanjay Kumar Singh:
Fundamental limits of neural network sparsification: Evidence from catastrophic interpretability collapse. 133498 - Xianglin Wu

, Chiheb Ben Hammouda
, Cornelis W. Oosterlee:
SigMA: Path signatures and multi-head attention for learning parameters in fBm-driven SDEs. 133499 - Yuancheng Liu, Feng Yan

, Pengfei Xu
, Chongfeng Liu, Liejun Wang
:
WaveKAN: Adaptive wavelet decomposition and Kolmogorov-Arnold network for long-term time series forecasting. 133361 - Xiyang Sun, Linkai Luo, Hong Peng:

Adaptive prototype and relation-aware distillation for multimodal sentiment analysis with incomplete data. 133397 - Yu Xue, Yufeng Zou, Mohamed Wahib

, Peng Chen, Moncef Gabbouj:
Neural architecture search for generative adversarial networks with hybrid convolution. 133401 - Chi Pham Khanh, Tue Le, Anh-Cuong Le, Linh Ngo Van

:
A multi-objective surrogate framework for training neural topic models. 133432 - Chang-E Ren

, Siyao Cheng, Nan Li, C. L. Philip Chen:
Privacy-preserving decentralized federated broad continuous learning based on complete binary tree. 133437 - Chao Wang, Xiang Xu:

Leader-follower communication graph optimization method for multi-agent reinforcement learning via transformer. 133447 - Zezhong Li

, Ling Wang:
JT3D: Joint temporal segmentation for common pattern discovery in 3D tensor time series via segmented Gaussian modeling and information-gain. 133453 - Cunnian Gao

, Wenfeng Deng
, Nan Zhou
, Xiaojun Liang, Wei Cui:
RBFL: Defending against sophisticated poisoning attacks in resilient blockchain-empowered federated learning. 133454 - Li Sun

, Haisheng Li
, Fei Xu, Ying Liu:
Music-driven dance generation: A comprehensive review. 133466 - Tamás Spisák

, Karl J. Friston:
Self-orthogonalizing attractor neural networks emerging from the free energy principle. 133472 - Kangkang Li

, Rongxuan Wei, Xiuze Zhou, Jiaming Lan, Yu Luo:
MAGNet: Bridging global graph context with customized tail-biased sampling for recommendation. 133474 - Ze Tao

, Zhaoze Gao, Tianmao Cui, Haowei Li, Haobin Ji
, Jian Zhang
, Shichao Zhang:
DMANet: A domain-prior driven multi-level alignment network for visible-infrared person re-identification. 133508

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