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Neural Networks, Volume 196
Volume 196, 2026
- Yi Xiong

, Liqi Xiang, Qianyue Cao
, Zongwei Zhu
, Zirui Lian
, Jing Cao
, Xuehai Zhou
:
CSCL: Bridging the plasticity-stability gap in continuous supervised contrastive learning. 108179 - Tingting Wu

, Hao Zhang
:
Chain-of-Detection enables robust and efficient jailbreak defense. 108217 - Yanglei Gan

, Yao Liu
, Yuxiang Cai, Run Lin, Song Yang, Qiao Liu
, Yashen Wang, Xiaojun Shi:
Optimizing boundary dynamics for nested named entity recognition via semantic refinement and trimming. 108218 - Giacomo Frisoni

, Luca Ragazzi
, David Cohen, Gianluca Moro
, Antonella Carbonaro
, Claudio Sartori
:
Abstractive summarization through the prism of decoding strategies. 108249 - Jinhan Guan, Bo Wang

, Zhao Zhang
, Yang Zhao, Haijun Zhang, Yun Yang
, Xianming Ye
, Meng Wang:
Multi-scale spatial diffusion under frequency information-guidance For low-light image enhancement. 108272 - Alejandro Polo-Molina

, David Alfaya, José Portela
:
MonoKAN: Certified monotonic Kolmogorov-Arnold network. 108278 - Wenbo Yan, Hanzhong Cao

, Ying Tan
:
Repetitive contrastive learning enhances Mamba's selectivity in time series prediction. 108290 - Changrong Min, Aimin Wang, Ximing Li:

The more, the merrier: Detecting categorical emotions from texts with cross-modal insights. 108298 - Bo Chen

, Quan Yuan, Guiyang Luo, Yilin Liu
, Rui Pan, Jinglin Li
:
Hit the spot: Reachability guided subgoal generation for hierarchical reinforcement learning in stochastic environments. 108299 - Hongyan Tian

, Quanxin Zhu:
Moment stability of McKean-Vlasov stochastic recurrent neural networks with mixed delays. 108310 - Ao Hu, Liangjian Wen, Yong Dai

, Shiyi Qi, Jun Wang
, Zhi Chen, Xun Zhou, Dongkai Wang
, Zenglin Xu, Jiang Duan:
TimeCNN: Refining inscross-variable interaction on time point for time series forecasting. 108312 - Shudi Zhang, Junchang Xin

, Qi Shen, Na Su, Zhihong Huang
, Zhiqiong Wang:
Curvature-aware selective feature interaction network for skin lesion segmentation. 108314 - Fanlong Zeng

, Wensheng Gan
, Jiayang Wu, Philip S. Yu
:
Pure node selection for imbalanced graph node classification. 108315 - Wenzheng Li, Yijun Gu, Jianwei Hou, Shunshun Fu:

TEP-BS: Public opinion evolution prediction based on stochastic competitive learning-taking the hot case of platform X in september 2024 as an example. 108319 - Guoqiang Kong

, Liangdong Guo:
Extended dissipativity analysis for delayed markovian jump neural networks via delay-function-based Lyapunov functional. 108321 - Zan Chen

, Shunye Zhao, Meng Xu, Bo Wang
, Shiding Sun
, Yiwei You
:
PSL: Prototype swapping learning for modality imbalance. 108322 - Haohui Chen, Zhiyong Chen

, Aoxiang Liu
, Wentuo Fang:
Double actor-critic with TD error-driven regularization in reinforcement learning. 108323 - Feifan Yan

, Bo Zhang, Ziliang Cai, Minghao Du, Xiaoya Liu, Zhinan Yu, Sitong Chen, Shuang Liu, Dong Ming:
Cross-subject emotion recognition with loop adaptive adversarial transfer network. 108324 - Yu Qi, Jun Zhang

, Jian Kuang
, Tingting Ren, Dong Wang, Zhuanti Wu, Hao Zheng, Qiaqia Zhang:
LBMS-SAM: Segment anything model guided SEM image segmentation for lithium battery materials. 108325 - Yuehao Li, Haifang Jian, Hongchang Wang, Linghe Zhang, Yuhao Liu, Wu Liu:

Bitscaling: Streamlining neural network compression via predictive multi-scale growth of mixed-precision networks. 108327 - Wenyu Cai

, Jifeng Zhu
, Meiyan Zhang, Mingming Liu:
Optical flow prompts distractor-aware siamese network for tracking autonomous underwater vehicle with sonar and camera videos. 108328 - Wenzong Li, Hui Liu, Jingcui Qin

, Hongdang Zheng, Lin Zhang
:
Weakly semi-supervised cardiac MRI segmentation with frequency-domain pseudo label dynamic mixed supervision and partial-dice constraints. 108329 - Gang Zhu

, Lixin Han, Jun Zhu
:
Consensus-guided individual graph learning via enhanced tensor low-rank for robust multi-view clustering. 108330 - Xiang-Jun Shen

, Wenxiu Tian
, Yang Yang, Conghua Zhou, Heping Song, Ming Yang, Yong Li, Sirui Tian, Zhengjun Zha:
SVE-Former: A fast fourier transformer via singular vector embedding. 108331 - Jiateng Wei, Siqi Li

, Jingyang Xiang, Jiandang Yang, Jun Chen, Xiaobin Wei, Yunliang Jiang, Yong Liu:
OOPS: Outlier-aware and quadratic programming based structured pruning for large language models. 108332 - Bertrand Frederick Boui A Boya

, Ludmila K. Babenko, Jose de Jesus Rangel-Magdaleno, Jacques Kengne, Jeferson Andres Garzon Gonzalez
, Gennady Evgenievich Veselov:
Hopfield neural networks with diverse activation functions: impact of variable action gradients and electromagnetic radiation effects. 108333 - Hanyu Chen

, Zhixiu Hao, Liying Xiao
:
Deep data consistency: A fast and robust diffusion model-based solver for inverse problems. 108334 - Shengtao Shen

, Xulun Ye, Jieyu Zhao
:
DDGC: A diffusion-based approach for dynamic graph clustering. 108335 - Jingxian Shen, Jinlong Shi, Jian Gu, Qiang Qian, Xin Shu

, Linbin Pang, Zhongbin Zhang
:
SADST: Style-aware dynamic style transfer for domain generalized semantic segmentation. 108336 - Siyue Li

, Yongcheng Yao
, Junru Zhong, Shutian Zhao, Fan Xiao, Michael Tim-Yun Ong
, Kevin Ki-Wai Ho
, James F. Griffith, Yudong Zhang, Shuihua Wang, Jin Hong
, Weitian Chen:
ERANet: Edge replacement augmentation for semi-supervised meniscus segmentation with prototype consistency alignment and conditional self-training. 108337 - Jing Li, Lipeng Song, Yanru Feng:

GuidedDE: Targeted black-box adversarial attacks via confidence-guided mutation on automatic speech recognition systems. 108338 - Yu Gao, Zhi-Yun Zhang, Xiao-Zhen Liu, Kai-Ning Wu:

State estimation for stochastic delayed neural networks with diffusion terms: A two-step estimation method. 108339 - Han Bao

, Ruimin Wang, Ning Wang
, Mo Chen
, Bocheng Bao:
Discrete Memristive Hopfield Neural Network with Grid-Polyhedral Hyperchaos for FPGA-Based Pseudorandom Number Generator. 108340 - Qi Chang, Caijia Zhu, Liang Wu, Wei Lan, Desheng Zheng, Fengmao Lv:

Regression-based multisource conditional domain adaptation for policy outcome prediction. 108341 - Jeonghoon Kim, Dongwon Jung, Hogun Park:

Conjunctive query embedding-based few-shot item recommendation. 108342 - Basharat Ali

, Guihai Chen:
Proactive and privacy-Preserving defense for DNS over HTTPS via federated AI attestation (PAFA-DoH). 108343 - Yanghang Zheng

, Haonan Huang, Yihao Luo, Yuning Qiu, Andong Wang
, Guoxu Zhou
, Qibin Zhao:
Multi-view subspace tensorization with attentive clustering embedding. 108344 - Zhang Xiangfei

, Qingchen Zhang:
Adaptive differential privacy mechanism for enhanced deep learning model utility and privacy. 108345 - Xiyu Meng

, Yilong Lin
, Yuhan Wu
, Lu Ying
:
Enhancing concept alignment with explanatory interactive disentangled representation learning. 108346 - Jinke Liu, Jian Wang, Zhiyan Han:

Agm-Net: Attention-guided masking denoising anomaly location network. 108347 - Jing Li, Yixuan Wu, Xiaorou Zheng, Shoubin Dong

:
Unsupervised SAM-guided mixture-of-multimodal-experts fusion network for medical image diagnosis. 108348 - Junyan Su, Baozhu Zhao

, Xiaohan Zhang
, Qi Liu:
Metamon-GS: Enhancing representability with variance-guided densification and light encoding. 108349 - Xingting Yao, Qinghao Hu, Fei Zhou, Tielong Liu, Gang Li

, Peisong Wang
, Jian Cheng:
Towards efficient and accurate spiking neural networks via adaptive bit allocation. 108350 - Yingjian Li

, Kaibing Zhang, Xuan Zhou, Zhouqiang Zhang, Sheng Hu:
Rethinking progressive low-light image enhancement: A frequency-aware tripartite multi-scale network. 108351 - Fan Yang

, Junwen Tan, Tianshui Chen
, Shuangping Huang
, Yunqing Hu:
The unambiguous structure representation of tabular data for recognition. 108352 - Linu Pinto

, Savitha K. N., Tinu John, M. V. Judy
:
Towards the theory for mitigating gradient issues and dead neurons in deep learning through a modified Gaussian activation function. 108353 - Cong Wu

, Tianyang Xu
, Zhenhua Feng, Xiao-jun Wu
, Josef Kittler
:
Interactive image-to-video transfer learning. 108354 - Daolong An

, Chun Shen, Songlin Li
, Wei Xiao, Shuai Lü
, Wenbo Zhou
:
Result constraint behavior cloning for offline reinforcement learning. 108355 - Hao Liang

, Qifeng Zhou
, Wanyuan Gong, Xiang Li:
Multi-level encoder architectures for event causality identification. 108356 - Yawen Shen, Hui Yang, Ping Li

:
Improving the robustness of graph contrastive learning against adversarial attacks via hierarchical medoid-based contrasting. 108357 - Zhirong Zhang, Qixiu Cheng

, Zhanyi Li, Yong Fang, Ying Li:
MC-HSTA: A multi-source cross-domain hybrid spatio-temporal attention network for traffic flow prediction. 108358 - Kaoru Shimano, Takaaki Hattori, Eiji Yasuda

, Takeshi Hase, Satoko Kina, Toru Miyake
, Takanori Yokota:
Explainable machine learning algorithm for classifying resting-state functional MRI in amyotrophic lateral sclerosis. 108359 - Li Yu

, Qirong Zhang
, Jin Li, Xinlong Chen, Yang-Geng Fu
:
Curriculum-guided graph self-augmentation: A progressive deepening framework for GNNs. 108360 - Vugar E. Ismailov

:
Addressing common misinterpretations of KART and UAT in neural network literature. 108361 - Chengze Du, Faming Gong, Yuhao Zhou

, Yi Yu, Xiaolin Lu, Jingcheng Gao:
PMTE-LLM:An LLM-based time series forecasting method using professional mechanism and training experience. 108362 - Xiaohan Zheng, Lanning Wei

, Huan Zhao, Quanming Yao
:
KnowFlow: Empowering decision-making on networks with knowledge-streamlined agent. 108363 - Jietao Yang

, Miaoshan Lin
, Guoheng Huang
, Xuhang Chen
, Xiaofeng Zhang
, Xiaochen Yuan, Chi-Man Pun
, Bingo Wing-Kuen Ling:
QWNet: A quaternion wavelet network for spatial-frequency aware multi-modal image fusion. 108364 - Deguang Chen

, Jianrui Chen
, Zhongshi Shao
, Maoguo Gong:
RCVQA: Visual question answering model based on reading comprehension. 108365 - Xiang Tian

, Yang Kong, Feng Zhang
, Xiyu Liu:
A coupled spiking neural P system integrated with two-level neighborhood search for solving flexible job shop scheduling problems. 108366 - M. Mubeen Tajudeen

, K. Asmiya Banu, K. Manoj, Wing-Keung Wong
, Grienggrai Rajchakit
, Mohamed Abdalla
, Chee Peng Lim, Tingwen Huang
:
Secure event-triggered control of discrete-time markovian jump systems under deception attacks: a case study on DC motor devices. 108367 - Ugur Kadak

:
Hermite-type neural network operators: derivative-informed frameworks for functional neuroimaging and signal processing. 108368 - Yifei Xie, Chuanxing Geng

, Yahao Hu, Man Chen
, Jun Chen
, Zhisong Pan:
Full-spectrum prompt tuning with sparse MoE for open-set recognition. 108369 - Chunjing Xiao, Xianghe Du

, Xueru Song, Yuxia Xue, Minghao Wu
, Kevin Chetty
:
Iterative feedback-based time-series anomaly detection with adaptive diffusion models. 108370 - Antony W. N'Dri

, William Gebhardt, Céline Teulière, Fleur Zeldenrust
, Rajesh P. N. Rao, Jochen Triesch, Alexander Ororbia
:
Predictive coding with spiking neural networks: A survey. 108371 - Tianle Hu

, Yu Chen
, Yue Huang, Xiaozhao Fang, Jie Wen
, Guoxu Zhou
, Shengli Xie:
Central similarity joint-learning for cross-domain retrieval. 108372 - Hongqiang Wang

, Yuqing Lan, Fuzhan Yue, Zhenghuan Xia
, Tao Zhang
, Yue Pang:
Label noise learning based SAR target classification method. 108373 - Manman Liu

, Xu Cheng, Yan Jiang
, Baowei Wang:
ColorSketchNet: Unifying color, sketch and texture for modality-agnostic multi-modal person re-identification. 108374 - Min Wang

, Hua Wang
, Fan Zhang
:
Correctformer: A transformer architecture for correcting periodic drift in time-series forecasting. 108375 - Liming Zhai

, Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Wei Feng, Shengchao Qin
, Yang Liu:
Adversarial rain attack and defensive deraining for DNN perception. 108376 - Fukang Zhang

, Shanshan Gao, Zheng Liu
, Xiao Pan, Honghao Dai
, Yuanfeng Zhou:
Mean teacher based on class prototype contrast for domain adaptive object detection. 108377 - Aneela Kausar, Chuan-Yu Chang, Sidra Naz

, Rooh Ullah Khan, Chung-Chian Hsu, Muhammad Safiullah, Saeeda Naz, Muhammad Asif Zahoor Raja:
Novel deep learning solutions with layered recurrent neural networks for nonlinear stiff Dahl hysteresis model in piezoelectric actuator. 108378 - Hao Zhang

, Xiaoyun Liu, Shuo Huang, Yue Ma, Yonggui Yuan, Daoqiang Zhang, Li Zhang:
Graph-level contrastive learning with self-aware and cross-sample topology augmentation for brain disorder diagnosis using rs-fMRI. 108379 - Li Wang, Qiang Wu

, Min Xu:
FedPCL-CDR: A federated prototype-based contrastive learning framework for privacy-preserving cross-domain recommendation. 108380 - Tomoki Kurikawa

, Kunihiko Kaneko
:
Stability control of metastable states as a unified mechanism for flexible temporal modulation in cognitive processing. 108381 - Yong Wang

, Chi Huang, Jianquan Lu, Daniel W. C. Ho
:
Learning-based minimum cost strategies for set reachability of Boolean control networks under data injection attacks. 108382 - Shuxiang Hou

, Yurong Qian
, Jiaying Chen, Jigui Zhao, Huiyong Lv, Hongyong Leng:
AGNER: Agile governance-oriented unified named entity recognition for continual learning with diffusion adaptation. 108385 - Giacomo Arcieri

, Konstantinos G. Papakonstantinou, Daniel Straub
, Eleni N. Chatzi
:
Deep belief Markov models for POMDP inference. 108386 - Bin Wang

, Yuxuan Gao, Shenglin Guo:
PDE-GANet: Partial differential equation discovery powered by adversarial learning. 108387 - Zhiyu Liao

, Kang Chen
, Yuanguo Lin
, Kangkang Li
, Yunxuan Liu, Hefeng Chen
, Xingwang Huang
, Yuanhui Yu:
Attack and defense techniques in large language models: A survey and new perspectives. 108388 - Zhiming Xu

, Suorong Yang, Baile Xu, Furao Shen, Jian Zhao:
Dual prototypes for adaptive pre-trained model in class-incremental learning. 108389 - Jiahui Niu

, Xin Ma:
Batch self-organizing memory neural network for continual supervised learning. 108390 - Aoxiang Dong, Jun Cao

, Ptolemaios G. Sarrigiannis, Daniel Blackburn
, Andrew Starr, Yifan Zhao:
A Causal Validation augmented Temporal Convolutional Framework for Brain Effective Connectivity Networks Estimation. 108405 - Martina Ferrazza, Giorgio Gosti

, Edoardo Milanetti, Sara Spadone
, Giancarlo Ruocco
, Stefania Della Penna
:
The recurrent Hopfield mass model: Scalability and optimization. 108406 - Xiaokang Zhang, Hai-Miao Hu:

ASRL: Correlation-robust pedestrian attribute recognition via fixed orthogonal classifier. 108408 - Hong Zhao, Kangping Chen, Qiaoying Jin, Dailin Huang, Zhaobin Chang:

Heterogeneous Feature Knowledge Distillation based on Enhanced Feature Projector Correlation. 108409 - Jinzhong Ning

, Wenxuan Mu, Songtao Li, Yi-Jia Zhang
, Ling Luo, Yuanyuan Sun
, Mingyu Lu
, Hongfei Lin
:
CNER-Omni: A unified dynamic modality learning framework for Chinese named entity recognition across text and speech. 108410 - Zhengxi Yang

, Lingfeng Niu
, Minglong Lei
:
Graph transformer with high-degree nodes anchoring for graph partitioning. 108411 - Can Zhang

, Minglong Lei
:
MuDiS-GDA: Multiscale discriminative graph domain adaptation. 108412 - Jing Wang, Liming Xu

, Jie Shao, Jiancheng Lv, Xianhua Zeng
, Weisheng Li:
SODAS: Second-order optimization differential architecture search for diabetic retinopathy prediction. 108419 - Jiaqi Chu, Chengbao Liu

, Xiwei Bai
, Yuan Li
, Jie Tan:
Granger-TSllm: Granger causality enhanced LLMs with residual-quantized tokenizer for multivariate time series forecasting. 108420 - You Ma, Yucheng Zhang, Shihan Mao, Lin Chai, Qingling Wang:

Balanced multi-modality knowledge mining for RGB-infrared object detection. 108421 - Jiayang Zeng

, Wentao Zhang, Kanghao Chen
, Jiantao Tan, Tong Yu, Wei-Shi Zheng, Ruixuan Wang
:
Dual-modality adaptation in vision-language models for continual learning. 108422 - Yunsong Deng

, Guoxu Zhou, Qibin Zhao:
RaLo: Rank-aware low-rank adaptation for pre-trained foundation models. 108423 - Juntao Ren, Nan Jiang

, Lurong Jiang
, Fang Dong, Duanpo Wu
, Xunyi Wu, Shimin Xu, Junbiao Liu, Tianao Cao
, Amira El Gohary
:
An event-based filtering and weighted enhanced deep learning epileptic seizure prediction method. 108424 - Kexing Peng

, Hanwen Qi
, Tinghuai Ma
:
Graph based multi-agent reinforcement learning with evolutionary population for cooperation. 108437 - Zhen Hao Wong, Hansi Yang

, Quanming Yao
, Yaqing Wang:
Robust heterogeneous network representation learning by multifaceted curriculum training. 108438 - Han Guo, Hongling Gu, Bolun Zheng, Qianyu Zhang, Canjin Wang, Yayun Wang, Zongpeng Li:

Reference-aware image harmonization. 108439 - Chengdong Shi

, Wei Zhao, Xiao-Jun Zeng
, Ching-Hsun Tseng, Yue Chang:
2D Time-varying functional modeling framework for multi-scale solar irradiance forecasting. 108443 - Ruixue Fu, Yu Xue, Xian Zhang:

Bipartite synchronization of delayed competitive-cooperative inertial neural networks: A sign-compensation plus event-triggered controller. 108447 - Xuemin Wang, Yunhui Li, Tianlong Gu, Xuguang Bao

, Liang Chang, Guoyong Cai
, Tieyuan Liu:
Towards unified frameworks for fair and privacy-preserving graph neural networks. 108448 - Di Yuan

, Huayi Zhu, Rui Chen, Sida Zhou
, Jianing Tang, Xiu Shu, Qiao Liu
:
CMMDL: Cross-modal multi-domain learning method for image fusion. 108450 - Cuili Yang, Qingrun Zhang

, Jiahang Zhang, Jian Tang:
Incremental multi-subreservoirs echo state network control for uncertain aeration process. 108454 - Xudong Lv, Qi Liu, Dongshu Wang

:
Brain-inspired behavioral decision-making of mobile robots based on the motivated developmental network. 108455 - Giorgio Gosti

, Sauro Succi
, Giancarlo Ruocco
:
Evidence of scaling regimes in the hopfield dynamics of whole brain model. 108457 - Lifan Jiang

, Shuang Chen, Boxi Wu
, Deng Cai, Jiahui Zhang:
Vidsketch: Hand-drawn sketch-driven video generation with diffusion control. 108465 - Yu Li, Xudong Jia, Yu Sun

, Yan Cui, Junhua Li, Zhen Yuan, Feng Wan, Hui Zheng, Hongtao Wang
:
FFTNet: fNIRS-based frequency-enhanced patch network for driving fatigue detection. 108466

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