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<p class="MsoNormal"><span style="font-size:12.0pt">Neural Networks - Volume 179, Nov. 2024<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><a href="https://www.journals.elsevier.com/neural-networks">https://www.journals.elsevier.com/neural-networks</a><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Improved fixed-time stability analysis and applications to synchronization of discontinuous complex-valued fuzzy cellular neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jingsha Zhang, Jing Yang, Qintao Gan, Huaiqin Wu, Jinde Cao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Deep learning approach for unified recognition of driver speed and lateral intentions using naturalistic driving data<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Kun Cheng, Dongye Sun, Datong Qin, Jing Cai, Chong Chen<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Cross-view motion consistent self-supervised video inter-intra contrastive for action representation understanding<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shuai Bi, Zhengping Hu, Hehao Zhang, Jirui Di, Zhe Sun<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A computationally efficient and robust looming perception model based on dynamic neural field<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ziyan Qin, Qinbing Fu, Jigen Peng<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Embodied sequential sampling models and dynamic neural fields for decision-making: Why hesitate between two when a continuum is the answer<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jean-Charles Quinton, Flora Gautheron, Annique Smeding<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">CDGT: Constructing diverse graph transformers for emotion recognition from facial videos<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dongliang Chen, Guihua Wen, Huihui Li, Pei Yang, ... Bao Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Fusing multi-scale functional connectivity patterns via Multi-Branch Vision Transformer (MB-ViT) for macaque brain age prediction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jingchao Zhou, Yuzhong Chen, Xuewei Jin, Wei Mao, ... Xi Jiang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Photonic deep residual time-delay reservoir computing<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Changdi Zhou, Yu Huang, Yigong Yang, Deyu Cai, ... Nianqiang Li<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Convergence analysis of sparse TSK fuzzy systems based on spectral Dai-Yuan conjugate gradient and application to high-dimensional feature selection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Deqing Ji, Qinwei Fan, Qingmei Dong, Yunlong Liu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Real-time hardware emulation of neural cultures: A comparative study of in vitro, in silico and in duris silico models<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Bernardo Vallejo-Mancero, Sergio Faci-Lázaro, Mireya Zapata, Jordi Soriano, Jordi Madrenas<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Emotion recognition using hierarchical spatial–temporal learning transformer from regional to global brain<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Cheng Cheng, Wenzhe Liu, Lin Feng, Ziyu Jia<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Progressive Neighbor-masked Contrastive Learning for Fusion-style Deep Multi-view Clustering<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mingyang Liu, Zuyuan Yang, Wei Han, Shengli Xie<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Contrastive cross-domain sequential recommendation via emphasized intention features<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ruoxin Ni, Weishan Cai, Yuncheng Jiang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mittag-Leffler stability and application of delayed fractional-order competitive neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Fanghai Zhang, Tingwen Huang, Ailong Wu, Zhigang Zeng<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Multi-level sequence denoising with cross-signal contrastive learning for sequential recommendation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiaofei Zhu, Liang Li, Weidong Liu, Xin Luo<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Infinite-dimensional reservoir computing<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lukas Gonon, Lyudmila Grigoryeva, Juan-Pablo Ortega<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Class-incremental learning with Balanced Embedding Discrimination Maximization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qinglai Wei, Weiqin Zhang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Unsupervised and semi-supervised domain adaptation networks considering both global knowledge and prototype-based local class information for Motor Imagery Classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dongxue Zhang, Huiying Li, Jingmeng Xie<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Continual pre-training mitigates forgetting in language and vision<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Andrea Cossu, Antonio Carta, Lucia Passaro, Vincenzo Lomonaco, ... Davide Bacciu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Language-aware multiple datasets detection pretraining for DETRs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jing Hao, Song Chen<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Gradient-based optimization for quantum architecture search<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhimin He, Jiachun Wei, Chuangtao Chen, Zhiming Huang, ... Lvzhou Li<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">AutoAMS: Automated attention-based multi-modal graph learning architecture search<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Raeed Al-Sabri, Jianliang Gao, Jiamin Chen, Babatounde Moctard Oloulade, Zhenpeng Wu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Multi-scale object equalization learning network for intracerebral hemorrhage region segmentation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuan Zhang, Yanglin Huang, Kai Hu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">PLEASING: Exploring the historical and potential events for temporal knowledge graph reasoning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jinchuan Zhang, Ming Sun, Qian Huang, Ling Tian<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Less confidence, less forgetting: Learning with a humbler teacher in exemplar-free Class-Incremental learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zijian Gao, Kele Xu, Huiping Zhuang, Li Liu, ... Huaimin Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Directly training temporal Spiking Neural Network with sparse surrogate gradient<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yang Li, Feifei Zhao, Dongcheng Zhao, Yi Zeng<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Learning feature relationships in CNN model via relational embedding convolution layer<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shengzhou Xiong, Yihua Tan, Guoyou Wang, Pei Yan, Xuanyu Xiang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">T-distributed Stochastic Neighbor Network for unsupervised representation learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zheng Wang, Jiaxi Xie, Feiping Nie, Rong Wang, ... Shichang Liu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Multi-task neural networks by learned contextual inputs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Anders T. Sandnes, Bjarne Grimstad, Odd Kolbjřrnsen<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Broad learning system based on maximum multi-kernel correntropy criterion<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Haiquan Zhao, Xin Lu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Curriculum learning empowered reinforcement learning for graph-based portfolio management: Performance optimization and comprehensive analysis<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Abdullah Ali Salamai<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Attractors for Hopfield lattice model in weighted spaces<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Basiru Usman, Xiaoli Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shuffling-type gradient method with bandwidth-based step sizes for finite-sum optimization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuqing Liang, Yang Yang, Jinlan Liu, Dongpo Xu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mining core information by evaluating semantic importance for unpaired image captioning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiahui Wei, Zhixin Li, Canlong Zhang, Huifang Ma<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Deep network embedding with dimension selection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Tianning Dong, Yan Sun, Faming Liang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">DPGCL: Dual pass filtering based graph contrastive learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Rui Huang, Ping Li, Kai Zhang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Differentiable self-supervised clustering with intrinsic interpretability<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiaoqiang Yan, Zhixiang Jin, Yiqiao Mao, Yangdong Ye, Hui Yu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A weighted prior tensor train decomposition method for community detection in multi-layer networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Siyuan Peng, Mingliang Yang, Zhijing Yang, Tianshui Chen, ... Guang Ma<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Pre-gating and contextual attention gate — A new fusion method for multi-modal data tasks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Duoyi Zhang, Richi Nayak, Md Abul Bashar<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Joint Dual Feature Distillation and Gradient Progressive Pruning for BERT compression<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhou Zhang, Yang Lu, Tengfei Wang, Xing Wei, Zhen Wei<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Open-world electrocardiogram classification via domain knowledge-driven contrastive learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shuang Zhou, Xiao Huang, Ninghao Liu, Wen Zhang, ... Fu-Lai Chung<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dual-stage feedback network for lightweight color image compression artifact reduction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhengxin Chen, Xiaohai He, Tingrong Zhang, Shuhua Xiong, Chao Ren<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Adaptive Decision Spatio-temporal neural ODE for traffic flow forecasting with Multi-Kernel Temporal Dynamic Dilation Convolution<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zihao Chu, Wenming Ma, Mingqi Li, Hao Chen<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Global and multi-partition local network analysis of scalp EEG in West syndrome before and after treatment<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lishan Liu, Runze Zheng, Duanpo Wu, Yixuan Yuan, ... Yuansheng Xu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Robust visual question answering via polarity enhancement and contrast<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dahe Peng, Zhixin Li<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">GCReID: Generalized continual person re-identification via meta learning and knowledge accumulation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhaoshuo Liu, Chaolu Feng, Kun Yu, Jun Hu, Jinzhu Yang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Spectral Decomposition and Transformation for Cross-domain Few-shot Learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yicong Liu, Yixiong Zou, Ruixuan Li, Yuhua Li<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Decoupled graph knowledge distillation: A general logits-based method for learning MLPs on graphs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yingjie Tian, Shaokai Xu, Muyang Li<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">HDConv: Heterogeneous kernel-based dilated convolutions<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Haigen Hu, Chenghan Yu, Qianwei Zhou, Qiu Guan, Hailin Feng<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Optimal synchronization with L^2-gain performance: An adaptive dynamic programming approach<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zitao Chen, Kairui Chen, Ruizhi Tang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">MotionTrack: Learning motion predictor for multiple object tracking<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Changcheng Xiao, Qiong Cao, Yujie Zhong, Long Lan, ... Dacheng Tao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Generative subgoal oriented multi-agent reinforcement learning through potential field<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shengze Li, Hao Jiang, Yuntao Liu, Jieyuan Zhang, ... Donghong Liu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A Multi-Group Multi-Stream attribute Attention network for fine-grained zero-shot learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lingyun Song, Xuequn Shang, Ruizhi Zhou, Jun Liu, ... Mingxuan Sun<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Subgraph-level federated graph neural network for privacy-preserving recommendation with meta-learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhaoxing Han, Chengyu Hu, Tongyaqi Li, Qingqiang Qi, ... Shanqing Guo<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">DGSD: Dynamical graph self-distillation for EEG-based auditory spatial attention detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Cunhang Fan, Hongyu Zhang, Wei Huang, Jun Xue, ... Xiaopei Wu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Probability graph complementation contrastive learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenhao Jiang, Yuebin Bai<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Sequential action-induced invariant representation for reinforcement learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dayang Liang, Qihang Chen, Yunlong Liu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">DECNet: Dense embedding contrast for unsupervised semantic segmentation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiaoqin Zhang, Baiyu Chen, Xiaolong Zhou, Sixian Chan<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">PSAR-SR: Patches separation and artifacts removal for improving super-resolution networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Daoyong Wang, Xiaomin Yang, Jingyi Liu, Haoran Li, Gwanggil Jeon<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Cross-modal knowledge distillation for continuous sign language recognition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Liqing Gao, Peng Shi, Lianyu Hu, Jichao Feng, ... Wei Feng<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">MuDE: Multi-agent decomposed reward-based exploration<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Byunghyun Yoo, Sungwon Yi, Hyunwoo Kim, Younghwan Shin, ... Jeongmin Yang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Asymmetric double-winged multi-view clustering network for exploring diverse and consistent information<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qun Zheng, Xihong Yang, Siwei Wang, Xinru An, Qi Liu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">An unsupervised multi-view contrastive learning framework with attention-based reranking strategy for entity alignment<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yan Liang, Weishan Cai, Minghao Yang, Yuncheng Jiang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Unsupervised domain adaptive building semantic segmentation network by edge-enhanced contrastive learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mengyuan Yang, Rui Yang, Shikang Tao, Xin Zhang, Min Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Cross-modal group-relation optimization for visible–infrared person re-identification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jianqing Zhu, Hanxiao Wu, Yutao Chen, Heng Xu, ... Zhen Lei<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Distilling mathematical reasoning capabilities into Small Language Models<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xunyu Zhu, Jian Li, Yong Liu, Can Ma, Weiping Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">An attribution graph-based interpretable method for CNNs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiangwei Zheng, Lifeng Zhang, Chunyan Xu, Xuanchi Chen, Zhen Cui<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Towards a rigorous analysis of mutual information in contrastive learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Multi-view heterogeneous graph learning with compressed hypergraph neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Aiping Huang, Zihan Fang, Zhihao Wu, Yanchao Tan, ... Le Zhang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Neural operators for robust output regulation of hyperbolic PDEs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yu Xiao, Yuan Yuan, Biao Luo, Xiaodong Xu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dark-DSAR: Lightweight one-step pipeline for action recognition in dark videos<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuwei Yin, Miao Liu, Renjie Yang, Yuanzhong Liu, Zhigang Tu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Triplet-aware graph neural networks for factorized multi-modal knowledge graph entity alignment<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qian Li, Jianxin Li, Jia Wu, Xutan Peng, ... Philip S. Yu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Article 106479<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mask-Shift-Inference: A novel paradigm for domain generalization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Youjia Shao, Na Tian, Xinyi Li, Qinghao Zhang, Wencang Zhao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">MIGP: Metapath Integrated Graph Prompt Neural Network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Pei-Yuan Lai, Qing-Yun Dai, Yi-Hong Lu, Zeng-Hui Wang, ... Chang-Dong Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">View-shuffled clustering via the modified Hungarian algorithm<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenhua Dong, Xiao-Jun Wu, Tianyang Xu, Zhenhua Feng, ... Josef Kittler<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">MS23D: A 3D object detection method using multi-scale semantic feature points to construct 3D feature layer<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yongxin Shao, Aihong Tan, Binrui Wang, Tianhong Yan, ... Jiaxin Liu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Multi-objective molecular generation via clustered Pareto-based reinforcement learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jing Wang, Fei Zhu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Bayesian learning of feature spaces for multitask regression<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Carlos Sevilla-Salcedo, Ascensión Gallardo-Antolín, Vanessa Gómez-Verdejo, Emilio Parrado-Hernández<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">FLAT: Fusing layer representations for more efficient transfer learning in NLP<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenqiang Zhu, Yang Li, Chunyan Liu, Yunlong Zhao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Randomized algorithms for large-scale dictionary learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Gang Wu, Jiali Yang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Towards consensual representation: Model-agnostic knowledge extraction for dual heterogeneous federated fault diagnosis<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiaye Wang, Pengyu Song, Chunhui Zhao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Data-free knowledge distillation via generator-free data generation for Non-IID federated learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Siran Zhao, Tianchi Liao, Lele Fu, Chuan Chen, ... Zibin Zheng<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Unified analysis on multistablity of fraction-order multidimensional-valued memristive neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiarui Wang, Song Zhu, Chaoxu Mu, Xiaoyang Liu, Shiping Wen<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A collaborative neurodynamic approach with two-timescale projection neural networks designed via majorization-minimization for global optimization and distributed global optimization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yangxia Li, Zicong Xia, Yang Liu, Jun Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Improved switching condition for reachable set estimation of discrete-time switched delayed neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenting Chang, Libing Wu, Shuaibing Zhu, Hong Sang, Liangdong Guo<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Reweighted Alternating Direction Method of Multipliers for DNN weight pruning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ming Yuan, Lin Du, Feng Jiang, Jianchao Bai, Guanrong Chen<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Arithmetic with language models: From memorization to computation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Davide Maltoni, Matteo Ferrara<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Protocol-based control for semi-Markov reaction-diffusion neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Na Liu, Wenjie Qin, Jun Cheng, Jinde Cao, Dan Zhang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Stability and synchronization of fractional-order reaction–diffusion inertial time-delayed neural networks with parameters perturbation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hu Wang, Yajuan Gu, Xiaoli Zhang, Yongguang Yu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Prescribed performance adaptive neural event-triggered control for switched nonlinear cyber–physical systems under deception attacks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Liang Zhang, Zixiang Zhao, Zheng Ma, Ning Zhao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lag projective synchronization of discrete-time fractional-order quaternion-valued neural networks with time delays<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yan He, Weiwei Zhang, Hai Zhang, Dingyuan Chen, Jinde Cao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Deep self-supervised spatial-variant image deblurring<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yaowei Li, Bo Jiang, Zhenghao Shi, Xiaoxuan Chen, Jinshan Pan<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A novel fractional-order memristive Hopfield neural network for traveling salesman problem and its FPGA implementation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiangping Li, Xinsong Yang, Xingxing Ju<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A Hyper-Transformer model for Controllable Pareto Front Learning with Split Feasibility Constraints<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Tran Anh Tuan, Nguyen Viet Dung, Tran Ngoc Thang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A smoothing approximation-based adaptive neurodynamic approach for nonsmooth resource allocation problem<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Haoze Li, Linhua Luan, Sitian Qin<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Robust stability of Boolean networks with data loss and disturbance inputs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiao Wang, Jianwei Xia, Jun-e Feng, Shihua Fu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Cross-layer importance evaluation for neural network pruning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Youzao Lian, Peng Peng, Kai Jiang, Weisheng Xu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Video domain adaptation for semantic segmentation using perceptual consistency matching<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ihsan Ullah, Sion An, Myeongkyun Kang, Philip Chikontwe, ... Sang Hyun Park<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A novel multivariate time series forecasting dendritic neuron model for COVID-19 pandemic transmission tendency<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Cheng Tang, Yuki Todo, Sachiko Kodera, Rong Sun, ... Akimasa Hirata<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
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