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ORCIDNeural Networks, Volume 185
Volume 185, 2025
- Linfeng Li
, Jiansheng Xiang, Boyang Chen, Claire E. Heaney, Steven Dargaville, Christopher C. Pain:
Implementing the discontinuous-Galerkin finite element method using graph neural networks with application to diffusion equations. 107061 - Matteo Priorelli, Ivilin Peev Stoianov:
Dynamic planning in hierarchical active inference. 107075 - Tengyu Zhang, Deyu Zeng, Wei Liu, Zongze Wu, Chris Ding, Xiaopin Zhong:
Contrastive independent subspace analysis network for multi-view spatial information extraction. 107105 - Yuandi Li, Hui Ji, Fei Yu, Lechao Cheng, Nan Che:
Temporal multi-modal knowledge graph generation for link prediction. 107108 - Lei Gao, Kai Liu, Ling Guan:
A discriminative multi-modal adaptation neural network model for video action recognition. 107114 - Jin Fan, Miao Chen, Zhangyu Gu, Jiajun Yang, Huifeng Wu, Jia Wu:
SSIM over MSE: A new perspective for video anomaly detection. 107115 - Fu Chen, Qinglin Zhao, Li Feng, Chuangtao Chen, Yangbin Lin, Jianhong Lin:
Quantum mixed-state self-attention network. 107123 - Lucrezia Carboni, Dwight Nwaigwe, Marion Mainsant, Raphael Bayle, Marina Reyboz, Martial Mermillod, Michel Dojat, Sophie Achard:
Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: Insights from a brain-inspired perspective. 107125 - Qiangwei Li, Xin Gao, Heping Lu, Baofeng Li, Feng Zhai, Taizhi Wang, Zhihang Meng, Yu Hao:
A meta-learning imbalanced classification framework via boundary enhancement strategy with Bayes imbalance impact index. 107126 - Mingxuan Liu, Jiankai Tang, Yongli Chen, Haoxiang Li, Jiahao Qi, Siwei Li, Kegang Wang, Jie Gan, Yuntao Wang, Hong Chen:
Spiking-PhysFormer: Camera-based remote photoplethysmography with parallel spike-driven transformer. 107128 - Jiahua Wu, Yuchun Fang:
Dual-view global and local category-attentive domain alignment for unsupervised conditional adversarial domain adaptation. 107129 - Haoran Yang, Junli Wang, Rui Duan, Changwei Wang, Chungang Yan:
Disentangled Active Learning on Graphs. 107130 - Lipeng Qian, Qiong Zuo, Dahu Li, Hong Zhu:
DGMSCL: A dynamic graph mixed supervised contrastive learning approach for class imbalanced multivariate time series classification. 107131 - Qi Cheng, Lang Long, Jiayu Xu, Min Zhang, Shuangze Han, Chengkui Zhao, Weixing Feng:
A universal strategy for smoothing deceleration in deep graph neural networks. 107132 - Zhen Lan, Zixing Li, Chao Yan, Xiaojia Xiang, Dengqing Tang, Min Wu, Zhenghua Chen:
RMKD: Relaxed matching knowledge distillation for short-length SSVEP-based brain-computer interfaces. 107133 - Yu Cheng, Jiawei Zheng, Binquan Wu, Qianli Ma:
Sequential recommendation via agent-based irrelevancy skipping. 107134 - Pengfei Li, Qinghua Hu, Xiaofei Wang:
Federated learning meets Bayesian neural network: Robust and uncertainty-aware distributed variational inference. 107135 - Ya-Fen Ye, Jie Wang, Weijie Chen:
Nonlinear feature selection for support vector quantile regression. 107136 - Xiaozhao Fang, Xi Hu, Yan Hu, Yonghao Chen, Shengli Xie, Na Han:
Fuzzy bifocal disambiguation for partial multi-label learning. 107137 - Zechen Meng, Mankun Zhao, Jian Yu, Tianyi Xu, Xuewei Li, Di Jin, Ruiguo Yu, Mei Yu:
Read, Eliminate, and Focus: A reading comprehension paradigm for distant supervised relation extraction. 107138 - Guangpo Tian, Yunyang Xu, Xiang Ma, Xuemei Li, Caiming Zhang:
MDWConv:CNN based on multi-scale atrous pyramid and depthwise separable convolution for long time series forecasting. 107139 - Gu-Bon Jeong, Dong-Wan Choi:
Out-of-Distribution Detection via outlier exposure in federated learning. 107141 - Jiayong Bao, Jiangshe Zhang, Chunxia Zhang, Li-Li Bao:
DCTCNet: Sequency discrete cosine transform convolution network for visual recognition. 107143 - Yaochen Li, Qiao Li, Cong Gao, Shengjing Gao, Hao Wu, Rui Liu:
PFENet: Towards precise feature extraction from sparse point cloud for 3D object detection. 107144 - Jianing Zhou, Jie Liao, Xi Zhu, Junhao Wen, Wei Zhou:
Simplified self-supervised learning for hybrid propagation graph-based recommendation. 107145 - Nicola Farenga, Stefania Fresca, Simone Brivio, Andrea Manzoni:
On latent dynamics learning in nonlinear reduced order modeling. 107146 - Hang Yang, Yitian Xu, Xuhua Liu:
DKiS: Decay weight invertible image steganography with private key. 107148 - Jiahuan Ren, Zhao Zhang, Suiyi Zhao, Jicong Fan, Zhongqiu Zhao, Yang Zhao, Richang Hong, Meng Wang:
When low-light meets flares: Towards Synchronous Flare Removal and Brightness Enhancement. 107149 - Bo Zeng, Sida Luo, Fangchao Yu, Geying Yang, Kai Zhao, Lina Wang:
GAN-based data reconstruction attacks in split learning. 107150 - Rodrigo G. F. Soares, Leandro L. Minku:
Online ensemble model compression for nonstationary data stream learning. 107151 - Zhehui Zhu, Lijun Zhang, Kaikun Pei, Siqi Chen:
Endpoint-aware audio-visual speech enhancement utilizing dynamic weight modulation based on SNR estimation. 107152 - Jiawei Guo, Sen Zhang, Nikta Amiri, Lingyu Yu, Yi Wang:
An adversarial transformer for anomalous lamb wave pattern detection. 107153 - Pengfei Sun, Jibin Wu, Paul Devos, Dick Botteldooren:
Towards parameter-free attentional spiking neural networks. 107154 - Qianshan Zhan, Xiao-Jun Zeng, Qian Wang:
Reducing bias in source-free unsupervised domain adaptation for regression. 107161 - Chao Li, Yuchen Yang, Qiujia He, Ran Gu, Lei Zhang, Jun Xu:
ACformer: A unified transformer for arbitrary-frame image exposure correction. 107162 - Xinjie Sun, Qi Liu, Kai Zhang, Shuanghong Shen, Yan Zhuang, Yuxiang Guo:
LGS-KT: Integrating logical and grammatical skills for effective programming knowledge tracing. 107164 - Taorui Wang, Zheyuan Hu, Kenji Kawaguchi, Zhongqiang Zhang, George Em Karniadakis:
Tensor neural networks for high-dimensional Fokker-Planck equations. 107165 - Zixue Xiang, Wei Peng, Wen Yao, Xu Liu, Xiaoya Zhang:
Physics-informed Neural Implicit Flow neural network for parametric PDEs. 107166 - Yang Yang, Dandan Guo, Bo Chen, Dexiu Hu:
Continual learning with Bayesian compression for shared and private latent representations. 107167 - Along He, Yanlin Wu, Zhihong Wang, Tao Li, Huazhu Fu:
DVPT: Dynamic Visual Prompt Tuning of large pre-trained models for medical image analysis. 107168 - Xiang Wang, Hao Dou, Dibo Dong, Zhenyu Meng:
Graph anomaly detection based on hybrid node representation learning. 107169 - Chen Gao, Xuan Zhang, Zhi Jin, Wei Cai, Danyang Wang, Kunpeng Du, Chunlin Yin, Tong Li:
SQGE: Support-query prototype guidance and enhancement for few-shot relational triple extraction. 107172 - Jiangmeng Li, Wenyi Mo, Fei Song, Chuxiong Sun, Wenwen Qiang, Bing Su, Changwen Zheng:
Supporting vision-language model few-shot inference with confounder-pruned knowledge prompt. 107173 - Puja Bharti, Soniya Dhama:
(ω,c)-Asymptotically periodic oscillation of cellular neural networks on time scales with leakage delays and mixed time-varying delays. 107174 - Jianyi Hu, Shuhuan Wen, Jiaqi Li, Hamid Reza Karimi:
ShadowGAN-Former: Reweighting self-attention based on mask for shadow removal. 107175 - Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi:
A Novel session-based recommendation system using capsule graph neural network. 107176 - Zixuan Chen, Songqiao Han, Hailiang Huang, You Wu:
CPJN: News recommendation with a content and popularity joint network. 107177 - Lujing Zhang, Guoping Lin, Ling Wei, Shujiao Liao, Yidong Lin:
A novel ANN-based feature subset selection in multi-scale granular ball neighborhood decision tables. 107178 - Bo Wang, Heng Yuan, Lizuo Liu, Wenzhong Zhang, Wei Cai:
On spectral bias reduction of multi-scale neural networks for regression problems. 107179 - Xin Yan, Shuaixing Wang, Huina Chen, Hongmiao Zhu:
Multi-view learning with enhanced multi-weight vector projection support vector machine. 107180 - Lin Zhu, Guishun Li, Luyi Bai:
Leveraging neighborhood distance awareness for entity alignment in temporal knowledge graphs. 107181 - Xiuxiu Lin, Yusu Niu, Xinran Yu, Zhun Fan, Jiafan Zhuang, An-Min Zou:
Paying more attention on backgrounds: Background-centric attention for UAV detection. 107182 - Ran Tai, Dantong Ouyang, Liming Zhang:
Two algorithms for improving model-based diagnosis using multiple observations and deep learning. 107185 - Tingxuan Chen, Liu Yang, Zidong Wang, Jun Long:
A rule- and query-guided reinforcement learning for extrapolation reasoning in temporal knowledge graphs. 107186 - Tengyue Xu, Jun Dan:
EHM: Exploring dynamic alignment and hierarchical clustering in unsupervised domain adaptation via high-order moment-guided contrastive learning. 107188 - Pablo Hernández-Cámara, Jorge Vila-Tomás, Valero Laparra, Jesús Malo:
Dissecting the effectiveness of deep features as metric of perceptual image quality. 107189 - Wei Wei, Yanyu Ye, Guochao Chen, Yuming Zhao, Xin Yang, Lei Zhang, Yanning Zhang:
SAR remote sensing image segmentation based on feature enhancement. 107190 - Chenglong Shi, Surong Yan, Shuai Zhang, Haosen Wang, Kwei-Jay Lin:
Knowledge-Guided Semantically Consistent Contrastive Learning for sequential recommendation. 107191 - Huiting Liu, Junyi Wei, Kaiwen Zhu, Pei-Pei Li, Peng Zhao, Xindong Wu:
A multi-agent reinforcement learning framework for cross-domain sequential recommendation. 107192 - Zhen Peng, Yunfan Wang, Qika Lin, Bo Dong, Chao Shen:
When bipartite graph learning meets anomaly detection in attributed networks: Understand abnormalities from each attribute. 107194 - Wenyi Feng, Zhe Wang, Ting Xiao:
Low-Rank Representation with Empirical Kernel Space Embedding of Manifolds. 107196 - Shuqi Yang, Qing Lan, Lijuan Zhang, Kuangling Zhang, Guangmin Tang, Huan Huang, Ping Liang, Jiaqing Miao, Boxun Zhang, Rui Tan, Dezhong Yao, Cheng Luo, Ying Tan:
Multimodal cross-scale context clusters for classification of mental disorders using functional and structural MRI. 107209 - Zhen Jiang, Na Tang, Jianlong Sun, Yongzhao Zhan:
Combining various training and adaptation algorithms for ensemble few-shot classification. 107211 - Cerui Dong, Qinying Liu, Zilei Wang, Yixin Zhang, Feng Zhao:
Context Sensitive Network for weakly-supervised fine-grained temporal action localization. 107140 - Junnan Li, Shun Fu, Wei Fu, Lufeng Wang, Xin Pan:
An efficient framework based on local multi-representatives and noise-robust synthetic example generation for self-labeled semi-supervised classification. 107142 - Xinsong Ma, Jie Wu, Weiwei Liu:
SAC-BL: A hypothesis testing framework for unsupervised visual anomaly detection and location. 107147 - Wenbo Liu, Xiaoyun Qiao, Chunyu Zhao, Tao Deng, Fei Yan:
A new pipeline with ultimate search efficiency for neural architecture search. 107163 - Fangyuan Xie, Feiping Nie, Weizhong Yu, Xuelong Li:
Fast Co-clustering via Anchor-guided Label Spreading. 107187 - Zheming Xu, Congyan Lang, Lili Wei, Liqian Liang, Tao Wang, Yidong Li, Michael C. Kampffmeyer:
UNAGI: Unified neighbor-aware graph neural network for multi-view clustering. 107193 - Wenjun Bai, Okito Yamashita, Junichiro Yoshimoto:
Functionally specialized spectral organization of the resting human cortex. 107195 - Ziyang Chen, Ke Fan:
An online trajectory guidance framework via imitation learning and interactive feedback in robot-assisted surgery. 107197 - Kaizheng Wang, Keivan Shariatmadar, Shireen Kudukkil Manchingal, Fabio Cuzzolin, David Moens, Hans Hallez:
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks. 107198 - Jue Xiao, Hewang Nie, Zepu Yi, Xueming Tang, Songfeng Lu:
Federated learning with bilateral defense via blockchain. 107199 - Yaoxiang Wang, Zhiyong Wu, Junfeng Yao, Jinsong Su:
TDAG: A multi-agent framework based on dynamic Task Decomposition and Agent Generation. 107200 - Jia Liu, Wenhua Zhang, Fang Liu, Jingxiang Yang, Liang Xiao:
Deep one-class probability learning for end-to-end image classification. 107201 - Samyeul Noh, Wooju Lee, Hyun Myung:
Sample-efficient and occlusion-robust reinforcement learning for robotic manipulation via multimodal fusion dualization and representation normalization. 107202 - Kai Wu, Hong Wang, Feiyan Feng, Tianyu Liu, Yanshen Sun:
Multi-knowledge informed deep learning model for multi-point prediction of Alzheimer's disease progression. 107203 - Ruixin Chen, Jianping Fan, Meiqin Wu, Sining Ma:
Conditional diffusion model for recommender systems. 107204 - Zheng Wei, Xingjun Zhang, Zhendong Tan:
Unifying and revisiting Sharpness-Aware Minimization with noise-injected micro-batch scheduler for efficiency improvement. 107205 - Xuanting Xie, Wenyu Chen, Zhao Kang:
Robust graph structure learning under heterophily. 107206 - Hailin Feng, Jiefan Qiu, Long Wen, Jinhong Zhang, Jiening Yang, Zhihan Lyu, Tongcun Liu, Kai Fang:
U3UNet: An accurate and reliable segmentation model for forest fire monitoring based on UAV vision. 107207 - Alex X. Wang, Binh P. Nguyen:
Deterministic Autoencoder using Wasserstein loss for tabular data generation. 107208 - Yu Lei, Limin Shen, Zhu Sun, Tiantian He, Shanshan Feng, Guanfeng Liu:
COSTA: Contrastive Spatial and Temporal Debiasing framework for next POI recommendation. 107212 - Yuexi Peng, Maolin Li, Zhijun Li, Minglin Ma, Mengjiao Wang, Shaobo He:
What is the impact of discrete memristor on the performance of neural network: A research on discrete memristor-based BP neural network. 107213 - Zirui Zhang, Yiyu Yang, Benhui Chen:
A prompt tuning method based on relation graphs for few-shot relation extraction. 107214 - Zi-Feng Zhou, Dong Huang, Chang-Dong Wang:
Pyramid contrastive learning for clustering. 107217 - Fadi Dornaika, Jingjun Bi, Jinan Charafeddine, H. Xiao:
Semi-supervised learning for multi-view and non-graph data using Graph Convolutional Networks. 107218 - Chaoyang Luo, Yan Zou, Wanying Li, Nanjing Huang:
FxTS-Net: Fixed-time stable learning framework for Neural ODEs. 107219 - Shuoting Wang, Kaibo Shi, Jinde Cao, Shiping Wen:
Fuzzy spatiotemporal event-triggered control for the synchronization of IT2 T-S fuzzy CVRDNNs with mini-batch machine learning supervision. 107220 - Yanjun Liu, Wanshu Fan, Cong Wang, Shixi Wen, Xin Yang, Qiang Zhang, Xiaopeng Wei, Dongsheng Zhou:
GTIGNet: Global Topology Interaction Graphormer Network for 3D hand pose estimation. 107221 - Jingming Hou, Nazlia Omar, Sabrina Tiun, Saidah Saad, Qian He:
TF-BERT: Tensor-based fusion BERT for multimodal sentiment analysis. 107222 - Cheng He, Zhenjie Zhao, Xuebo Zhang, Hang Yu, Runhua Wang:
RotInv-PCT: Rotation-Invariant Point Cloud Transformer via feature separation and aggregation. 107223 - Ying Tang, Yining Yang, Guodao Sun:
Generative and contrastive graph representation learning with message passing. 107224 - Qian Tang, Shaocheng Qu, Wei Zheng, Zhengwen Tu:
Fast finite-time quantized control of multi-layer networks and its applications in secure communication. 107225 - Yong Li, Yi Wang, Shuai Shi, Jiaming Wang, Ruiyang Wang, Mengqian Lu, Fan Zhang:
Pan-sharpening via Symmetric Multi-Scale Correction-Enhancement Transformers. 107226 - William Kengne, Modou Wade:
Robust deep learning from weakly dependent data. 107227 - Meng Lou, Hanning Ying, Xiaoqing Liu, Hong-Yu Zhou, Yuqin Zhang, Yizhou Yu:
SDR-Former: A Siamese Dual-Resolution Transformer for liver lesion classification using 3D multi-phase imaging. 107228 - Chengzhe Piao, Taiyu Zhu, Stephanie E. Baldeweg, Paul Taylor, Pantelis Georgiou, Jiahao Sun, Jun Wang, Kezhi Li:
GARNN: An interpretable graph attentive recurrent neural network for predicting blood glucose levels via multivariate time series. 107229 - Jingyuan Duan, Zhao Kang, Ling Tian, Yichen Xin:
Multi-level social network alignment via adversarial learning and graphlet modeling. 107230 - Peng Ren, Tian Bai, Fuming Sun:
Bio-inspired two-stage network for efficient RGB-D salient object detection. 107244 - Zhiyou Yang, Mingsheng Fu, Hong Qu, Fan Li, Shuqing Shi, Wang Hu:
Incremental model-based reinforcement learning with model constraint. 107245 - Ibrahim C. Hashim, Mario Senden, Rainer Goebel:
PrediRep: Modeling hierarchical predictive coding with an unsupervised deep learning network. 107246 - Wenyi Zhao, Wei Li, Yongqin Tian, Enwen Hu, Wentao Liu, Bin Zhang, Weidong Zhang, Huihua Yang:
S3H: Long-tailed classification via spatial constraint sampling, scalable network, and hybrid task. 107247 - Keke Zu, Hu Zhang, Lei Zhang, Jian Lu, Chen Xu, Hongyang Chen, Yu Zheng:
EMBANet: A flexible efficient multi-branch attention network. 107248 - Yanan Zhang, Jiangmeng Li, Qirui Ji, Kai Li, Lixiang Liu, Changwen Zheng, Wenwen Qiang:
Intervening on few-shot object detection based on the front-door criterion. 107251 - Jie Yan, Yuxiang Xie, Shiwei Zou, Yingmei Wei, Xidao Luan:
Enhancing spatial perception and contextual understanding for 3D dense captioning. 107252 - Ligeng Zou, Qi Liu, Jianhua Dai:
Augmenting interaction effects in convolutional networks with taylor polynomial gated units. 107262 - Current Events. 107328
- INN/ENNS/JNNS - Membership Applic. Form. 107329
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