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<p class="MsoNormal"><span style="font-size:12.0pt">Neural Networks - Volume 185, May 2025<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">Dynamic planning in hierarchical active inference<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Matteo Priorelli, Ivilin Peev Stoianov<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">Multimodal cross-scale context clusters for classification of mental disorders using functional and structural MRI<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shuqi Yang, Qing Lan, Lijuan Zhang, Kuangling Zhang, ... Ying Tan<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">Functionally specialized spectral organization of the resting human cortex<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenjun Bai, Okito Yamashita, Junichiro Yoshimoto<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">TF-BERT: Tensor-based fusion BERT for multimodal sentiment analysis<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jingming Hou, Nazlia Omar, Sabrina Tiun, Saidah Saad, Qian He<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">PrediRep: Modeling hierarchical predictive coding with an unsupervised deep learning network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ibrahim C. Hashim, Mario Senden, Rainer Goebel<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-view global and local category-attentive domain alignment for unsupervised conditional adversarial domain adaptation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiahua Wu, Yuchun Fang<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">Quantum mixed-state self-attention network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Fu Chen, Qinglin Zhao, Li Feng, Chuangtao Chen, ... Jianhong Lin<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 universal strategy for smoothing deceleration in deep graph neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qi Cheng, Lang Long, Jiayu Xu, Min Zhang, ... Weixing 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">Disentangled Active Learning on Graphs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Haoran Yang, Junli Wang, Rui Duan, Changwei Wang, Chungang Yan<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">SSIM over MSE: A new perspective for video anomaly detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jin Fan, Miao Chen, Zhangyu Gu, Jiajun Yang, ... Jia 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">A meta-learning imbalanced classification framework via boundary enhancement strategy with Bayes imbalance impact index<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qiangwei Li, Xin Gao, Heping Lu, Baofeng Li, ... Yu Hao<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">Federated learning meets Bayesian neural network: Robust and uncertainty-aware distributed variational inference<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Pengfei Li, Qinghua Hu, Xiaofei 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">Read, Eliminate, and Focus: A reading comprehension paradigm for distant supervised relation extraction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zechen Meng, Mankun Zhao, Jian Yu, Tianyi Xu, ... Mei 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">Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: Insights from a brain-inspired perspective<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lucrezia Carboni, Dwight Nwaigwe, Marion Mainsant, Raphael Bayle, ... Sophie Achard<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 discriminative multi-modal adaptation neural network model for video action recognition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lei Gao, Kai Liu, Ling Guan<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">Fuzzy bifocal disambiguation for partial multi-label learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiaozhao Fang, Xi Hu, Yan Hu, Yonghao Chen, ... Na Han<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 recommendation via agent-based irrelevancy skipping<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yu Cheng, Jiawei Zheng, Binquan Wu, Qianli 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">DVPT: Dynamic Visual Prompt Tuning of large pre-trained models for medical image analysis<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Along He, Yanlin Wu, Zhihong Wang, Tao Li, Huazhu 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">MDWConv:CNN based on multi-scale atrous pyramid and depthwise separable convolution for long time series forecasting<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Guangpo Tian, Yunyang Xu, Xiang Ma, Xuemei Li, Caiming 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">Temporal multi-modal knowledge graph generation for link prediction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuandi Li, Hui Ji, Fei Yu, Lechao Cheng, Nan Che<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">GAN-based data reconstruction attacks in split learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Bo Zeng, Sida Luo, Fangchao Yu, Geying Yang, ... Lina 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">PFENet: Towards precise feature extraction from sparse point cloud for 3D object detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yaochen Li, Qiao Li, Cong Gao, Shengjing Gao, ... Rui 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">Nonlinear feature selection for support vector quantile regression<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ya-Fen Ye, Jie Wang, Wei-Jie 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">Out-of-Distribution Detection via outlier exposure in federated learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Gu-Bon Jeong, Dong-Wan Choi<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">Leveraging neighborhood distance awareness for entity alignment in temporal knowledge graphs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lin Zhu, Guishun Li, Luyi 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">Contrastive independent subspace analysis network for multi-view spatial information extraction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Tengyu Zhang, Deyu Zeng, Wei Liu, Zongze Wu, ... Xiaopin Zhong<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">Graph anomaly detection based on hybrid node representation learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiang Wang, Hao Dou, Dibo Dong, Zhenyu Meng<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">DCTCNet: Sequency discrete cosine transform convolution network for visual recognition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiayong Bao, Jiangshe Zhang, Chunxia Zhang, Lili Bao<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">When low-light meets flares: Towards Synchronous Flare Removal and Brightness Enhancement<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiahuan Ren, Zhao Zhang, Suiyi Zhao, Jicong Fan, ... Meng 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">Reducing bias in source-free unsupervised domain adaptation for regression<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qianshan Zhan, Xiao-Jun Zeng, Qian 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">LGS-KT: Integrating logical and grammatical skills for effective programming knowledge tracing<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xinjie Sun, Qi Liu, Kai Zhang, Shuanghong Shen, ... Yuxiang 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">ACformer: A unified transformer for arbitrary-frame image exposure correction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chao Li, Yuchen Yang, Qiujia He, Ran Gu, ... Jun 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">Physics-informed Neural Implicit Flow neural network for parametric PDEs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zixue Xiang, Wei Peng, Wen Yao, Xu Liu, Xiaoya 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">Supporting vision-language model few-shot inference with confounder-pruned knowledge prompt<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiangmeng Li, Wenyi Mo, Fei Song, Chuxiong Sun, ... Changwen 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">Two algorithms for improving model-based diagnosis using multiple observations and deep learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ran Tai, Dantong Ouyang, Liming 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">RMKD: Relaxed matching knowledge distillation for short-length SSVEP-based brain¨Ccomputer interfaces<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhen Lan, Zixing Li, Chao Yan, Xiaojia Xiang, ... Zhenghua 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">When bipartite graph learning meets anomaly detection in attributed networks: Understand abnormalities from each attribute<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhen Peng, Yunfan Wang, Qika Lin, Bo Dong, Chao Shen<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 learning with enhanced multi-weight vector projection support vector machine<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xin Yan, Shuaixing Wang, Huina Chen, Hongmiao 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">Combining various training and adaptation algorithms for ensemble few-shot classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhen Jiang, Na Tang, Jianlong Sun, Yongzhao Zhan<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 learning with Bayesian compression for shared and private latent representations<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yang Yang, Dandan Guo, Bo Chen, Dexiu 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">Simplified self-supervised learning for hybrid propagation graph-based recommendation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jianing Zhou, Jie Liao, Xi Zhu, Junhao Wen, Wei Zhou<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">SQGE: Support-query prototype guidance and enhancement for few-shot relational triple extraction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chen Gao, Xuan Zhang, Zhi Jin, Wei Cai, ... Tong 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">EHM: Exploring dynamic alignment and hierarchical clustering in unsupervised domain adaptation via high-order moment-guided contrastive learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Tengyue Xu, Jun Dan<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 rule- and query-guided reinforcement learning for extrapolation reasoning in temporal knowledge graphs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Tingxuan Chen, Liu Yang, Zidong Wang, Jun Long<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-agent reinforcement learning framework for cross-domain sequential recommendation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Huiting Liu, Junyi Wei, Kaiwen Zhu, Peipei Li, ... Xindong 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">Low-Rank Representation with Empirical Kernel Space Embedding of Manifolds<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenyi Feng, Zhe Wang, Ting Xiao<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">Online ensemble model compression for nonstationary data stream learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Rodrigo G.F. Soares, Leandro L. Minku<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">ShadowGAN-Former: Reweighting self-attention based on mask for shadow removal<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jianyi Hu, Shuhuan Wen, Jiaqi Li, Hamid Reza Karimi<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">SAR remote sensing image segmentation based on feature enhancement<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wei Wei, Yanyu Ye, Guochao Chen, Yuming Zhao, ... Yanning 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">A novel ANN-based feature subset selection in multi-scale granular ball neighborhood decision tables<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lujing Zhang, Guoping Lin, Ling Wei, Shujiao Liao, Yidong Lin<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 efficient framework based on local multi-representatives and noise-robust synthetic example generation for self-labeled semi-supervised classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Junnan Li, Shun Fu, Wei Fu, Lufeng Wang, Xin 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">Knowledge-Guided Semantically Consistent Contrastive Learning for sequential recommendation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chenglong Shi, Surong Yan, Shuai Zhang, Haosen Wang, Kwei-Jay Lin<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 new pipeline with ultimate search efficiency for neural architecture search<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenbo Liu, Xiaoyun Qiao, Chunyu Zhao, Tao Deng, Fei Yan<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">Federated learning with bilateral defense via blockchain<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jue Xiao, Hewang Nie, Zepu Yi, Xueming Tang, Songfeng 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">Context Sensitive Network for weakly-supervised fine-grained temporal action localization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Cerui Dong, Qinying Liu, Zilei Wang, Yixin Zhang, Feng 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">SAC-BL: A hypothesis testing framework for unsupervised visual anomaly detection and location<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xinsong Ma, Jie Wu, Weiwei 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">Fast Co-clustering via Anchor-guided Label Spreading<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Fangyuan Xie, Feiping Nie, Weizhong Yu, Xuelong 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">Deterministic Autoencoder using Wasserstein loss for tabular data generation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Alex X. Wang, Binh P. Nguyen<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">U3UNet: An accurate and reliable segmentation model for forest fire monitoring based on UAV vision<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hailin Feng, Jiefan Qiu, Long Wen, Jinhong Zhang, ... Kai Fang<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">Conditional diffusion model for recommender systems<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ruixin Chen, Jianping Fan, Meiqin Wu, Sining 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">CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Kaizheng Wang, Keivan Shariatmadar, Shireen Kudukkil Manchingal, Fabio Cuzzolin, ... Hans Hallez<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">TDAG: A multi-agent framework based on dynamic Task Decomposition and Agent Generation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yaoxiang Wang, Zhiyong Wu, Junfeng Yao, Jinsong Su<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 graph structure learning under heterophily<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xuanting Xie, Wenyu Chen, Zhao Kang<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 one-class probability learning for end-to-end image classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jia Liu, Wenhua Zhang, Fang Liu, Jingxiang Yang, Liang Xiao<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">COSTA: Contrastive Spatial and Temporal Debiasing framework for next POI recommendation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yu Lei, Limin Shen, Zhu Sun, TianTian He, ... Guanfeng 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 prompt tuning method based on relation graphs for few-shot relation extraction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zirui Zhang, Yiyu Yang, Benhui 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">SDR-Former: A Siamese Dual-Resolution Transformer for liver lesion classification using 3D multi-phase imaging<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Meng Lou, Hanning Ying, Xiaoqing Liu, Hong-Yu Zhou, ... Yizhou 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">Sample-efficient and occlusion-robust reinforcement learning for robotic manipulation via multimodal fusion dualization and representation normalization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Samyeul Noh, Wooju Lee, Hyun Myung<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">FxTS-Net: Fixed-time stable learning framework for Neural ODEs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chaoyang Luo, Yan Zou, Wanying Li, Nanjing Huang<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">Pyramid contrastive learning for clustering<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zi-Feng Zhou, Dong Huang, 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">Multi-level social network alignment via adversarial learning and graphlet modeling<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jingyuan Duan, Zhao Kang, Ling Tian, Yichen Xin<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">Unifying and revisiting Sharpness-Aware Minimization with noise-injected micro-batch scheduler for efficiency improvement<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zheng Wei, Xingjun Zhang, Zhendong Tan<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">Semi-supervised learning for multi-view and non-graph data using Graph Convolutional Networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">F. Dornaika, J. Bi, J. Charafeddine, H. Xiao<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 and contrastive graph representation learning with message passing<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ying Tang, Yining Yang, Guodao 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">RotInv-PCT: Rotation-Invariant Point Cloud Transformer via feature separation and aggregation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Cheng He, Zhenjie Zhao, Xuebo Zhang, Hang Yu, Runhua 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">Pan-sharpening via Symmetric Multi-Scale Correction-Enhancement Transformers<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yong Li, Yi Wang, Shuai Shi, Jiaming Wang, ... Fan 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">Multi-knowledge informed deep learning model for multi-point prediction of Alzheimer¡¯s disease progression<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Kai Wu, Hong Wang, Feiyan Feng, Tianyu Liu, Yanshen 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">UNAGI: Unified neighbor-aware graph neural network for multi-view clustering<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zheming Xu, Congyan Lang, Lili Wei, Liqian Liang, ... Michael C. Kampffmeyer<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">Fuzzy spatiotemporal event-triggered control for the synchronization of IT2 T¨CS fuzzy CVRDNNs with mini-batch machine learning supervision<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shuoting Wang, Kaibo Shi, Jinde Cao, 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">Bio-inspired two-stage network for efficient RGB-D salient object detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Peng Ren, Tian Bai, Fuming 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">Augmenting interaction effects in convolutional networks with taylor polynomial gated units<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ligeng Zou, Qi Liu, Jianhua Dai<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">Incremental model-based reinforcement learning with model constraint<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhiyou Yang, Mingsheng Fu, Hong Qu, Fan Li, ... Wang 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">S3H: Long-tailed classification via spatial constraint sampling, scalable network, and hybrid task<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenyi Zhao, Wei Li, Yongqin Tian, Enwen Hu, ... Huihua 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">Intervening on few-shot object detection based on the front-door criterion<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yanan Zhang, Jiangmeng Li, Qirui Ji, Kai Li, ... Wenwen Qiang<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">Enhancing spatial perception and contextual understanding for 3D dense captioning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jie Yan, Yuxiang Xie, Shiwei Zou, Yingmei Wei, Xidao Luan<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">EMBANet: A flexible efficient multi-branch attention network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Keke Zu, Hu Zhang, Lei Zhang, Jian Lu, ... Yu 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">Implementing the discontinuous-Galerkin finite element method using graph neural networks with application to diffusion equations<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Linfeng Li, Jiansheng Xiang, Boyang Chen, Claire E. Heaney, ... Christopher C. Pain<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">CPJN: News recommendation with a content and popularity joint network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zixuan Chen, Songqiao Han, Hailiang Huang, You 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">On latent dynamics learning in nonlinear reduced order modeling<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Nicola Farenga, Stefania Fresca, Simone Brivio, Andrea Manzoni<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">(¦Ø,c)-Asymptotically periodic oscillation of cellular neural networks on time scales with leakage delays and mixed time-varying delays<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Puja Bharti, Soniya Dhama<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">Tensor neural networks for high-dimensional Fokker¨CPlanck equations<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Taorui Wang, Zheyuan Hu, Kenji Kawaguchi, Zhongqiang Zhang, George Em Karniadakis<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">Dissecting the effectiveness of deep features as metric of perceptual image quality<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Pablo Hern¨¢ndez-C¨¢mara, Jorge Vila-Tom¨¢s, Valero Laparra, Jes¨²s Malo<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">On spectral bias reduction of multi-scale neural networks for regression problems<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Bo Wang, Heng Yuan, Lizuo Liu, Wenzhong Zhang, Wei Cai<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">What is the impact of discrete memristor on the performance of neural network: A research on discrete memristor-based BP neural network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuexi Peng, Maolin Li, Zhijun Li, Minglin Ma, ... Shaobo He<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">Fast finite-time quantized control of multi-layer networks and its applications in secure communication<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qian Tang, Shaocheng Qu, Wei Zheng, Zhengwen 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">Robust deep learning from weakly dependent data<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">William Kengne, Modou Wade<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 adversarial transformer for anomalous lamb wave pattern detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiawei Guo, Sen Zhang, Nikta Amiri, Lingyu Yu, Yi 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">Endpoint-aware audio-visual speech enhancement utilizing dynamic weight modulation based on SNR estimation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhehui Zhu, Lijun Zhang, Kaikun Pei, Siqi 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">Spiking-PhysFormer: Camera-based remote photoplethysmography with parallel spike-driven transformer<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mingxuan Liu, Jiankai Tang, Yongli Chen, Haoxiang Li, ... Hong 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">Towards parameter-free attentional spiking neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Pengfei Sun, Jibin Wu, Paul Devos, Dick Botteldooren<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">DKiS: Decay weight invertible image steganography with private key<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hang Yang, Yitian Xu, Xuhua 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 Novel session-based recommendation system using capsule graph neural network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, ... Hamid Tairi<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">DGMSCL: A dynamic graph mixed supervised contrastive learning approach for class imbalanced multivariate time series classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lipeng Qian, Qiong Zuo, Dahu Li, Hong 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">Paying more attention on backgrounds: Background-centric attention for UAV detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiuxiu Lin, Yusu Niu, Xinran Yu, Zhun Fan, ... An-Min Zou<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 online trajectory guidance framework via imitation learning and interactive feedback in robot-assisted surgery<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ziyang Chen, Ke Fan<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">GTIGNet: Global Topology Interaction Graphormer Network for 3D hand pose estimation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yanjun Liu, Wanshu Fan, Cong Wang, Shixi Wen, ... Dongsheng Zhou<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">GARNN: An interpretable graph attentive recurrent neural network for predicting blood glucose levels via multivariate time series<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chengzhe Piao, Taiyu Zhu, Stephanie E. Baldeweg, Paul Taylor, ... Kezhi 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"><o:p> </o:p></span></p>
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