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<p class="MsoNormal"><span style="font-size:12.0pt">Neural Networks - Volume 184, April 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">H_{infinity} control for fractional order neural networks with uncertainties subject to deception attacks via Improved memory-event-triggered scheme and Its application<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">K. Asmiya Banu, T. Aparna, M. Mubeen Tajudeen, Grienggrai Rajchakit, Tingwen 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">VPT: Video portraits transformer for realistic talking face generation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhijun Zhang, Jian Zhang, Weijian Mai<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">Promises and perils of using Transformer-based models for SE research<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yan Xiao, Xinyue Zuo, Xiaoyue Lu, Jin Song Dong, ... Ivan Beschastnikh<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">RePaIR: Repaired pruning at initialization resilience<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Haocheng Zhao, Runwei Guan, Ka Lok Man, Limin Yu, Yutao Yue<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">Chaotic recurrent neural networks for brain modelling: A review<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Andrea Mattera, Valerio Alfieri, Giovanni Granato, Gianluca Baldassarre<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-tower model with semantic perception and timespan-coupled hypergraph for next-basket recommendation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yangtao Zhou, Hua Chu, Qingshan Li, Jianan Li, ... Wanqiang 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">Directional intermodular coupling enriches functional complexity in biological neuronal networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Nobuaki Monma, Hideaki Yamamoto, Naoya Fujiwara, Hakuba Murota, ... Shigeo Sato<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">Enhanced accuracy in first-spike coding using current-based adaptive LIF neuron<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Siying Liu, Pier Luigi Dragotti<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-modal cross-domain self-supervised pre-training for fMRI and EEG fusion<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xinxu Wei, Kanhao Zhao, Yong Jiao, Nancy B. Carlisle, ... Yu 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">Modeling the interplay between regional heterogeneity and critical dynamics underlying brain functional networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jijin Zhang, Kejian Wu, Jiaqi Dong, Jianfeng Feng, Lianchun 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">Emotion recognition using multi-scale EEG features through graph convolutional attention network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Liwen Cao, Wenfeng Zhao, Biao 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">Multi-scale multi-object semi-supervised consistency learning for ultrasound image segmentation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Saidi Guo, Zhaoshan Liu, Ziduo Yang, Chau Hung Lee, ... Lei 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-Scale Pyramid Squeeze Attention Similarity Optimization Classification Neural Network for ERP Detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ruitian Xu, Brendan Z. Allison, Xueqing Zhao, Wei Liang, ... Jing Jin<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 Fine-grained Hemispheric Asymmetry Network for accurate and interpretable EEG-based emotion classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ruofan Yan, Na Lu, Yuxuan Yan, Xu Niu, Jibin 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">An adaptive variable-parameter dynamic learning network for solving constrained time-varying QP problem<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhijun Zhang, Xiangliang Sun, Xingru Li, Yiqi 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">Self-supervised pre-trained neural network for quantum natural language processing<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ben Yao, Prayag Tiwari, Qiuchi 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">Temporal spiking generative adversarial networks for heading direction decoding<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiangrong Shen, Kejun Wang, Wei Gao, Jian K. Liu, ... Huajin 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">A fully value distributional deep reinforcement learning framework for multi-agent cooperation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mingsheng Fu, Liwei Huang, Fan Li, Hong Qu, Chengzhong 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">Dynamic graph consistency and self-contrast learning for semi-supervised medical image segmentation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Gang Li, Jinjie Xie, Ling Zhang, Guijuan Cheng, ... Mingqi 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">Robust long-tailed recognition with distribution-aware adversarial example generation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Bo Li, Yongqiang Yao, Jingru Tan, Dandan Zhu, ... Jianwei 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">A universal network strategy for lightspeed computation of entropy-regularized optimal transport<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yong Shi, Lei Zheng, Pei Quan, Yang Xiao, Lingfeng Niu<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">Investigating self-supervised image denoising with denaturation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hiroki Waida, Kimihiro Yamazaki, Atsushi Tokuhisa, Mutsuyo Wada, Yuichiro Wada<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 latent energy-based style translation: An image-level structural MRI harmonization framework<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mengqi Wu, Lintao Zhang, Pew-Thian Yap, Hongtu Zhu, Mingxia 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">Enhancing space–time video super-resolution via spatial–temporal feature interaction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zijie Yue, Miaojing Shi<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 hyperspectral anomaly detection with human vision: A small target aware detector<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jitao Ma, Weiying Xie, Yunsong 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">Neurocontrol for fixed-length trajectories in environments with soft barriers<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Michael Fairbank, Danil Prokhorov, David Barragan-Alcantar, Spyridon Samothrakis, Shuhui 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">FedPD: Defending federated prototype learning against backdoor attacks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhou Tan, Jianping Cai, De Li, Puwei Lian, ... Yan 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">Similarity-based context aware continual learning for spiking neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Bing Han, Feifei Zhao, Yang Li, Qingqun Kong, ... 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">CMFX: Cross-modal fusion network for RGB-X crowd counting<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiao-Meng Duan, Hong-Mei Sun, Zeng-Min Zhang, Ling-Xiao Qin, Rui-Sheng 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">Explicitly diverse visual question generation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiayuan Xie, Jiasheng Zheng, Wenhao Fang, Yi Cai, Qing 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">Local interpretable spammer detection model with multi-head graph channel attention network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Fuzhi Zhang, Chenghang Huo, Ru Ma, Jinbo Chao<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">MFC-ACL: Multi-view fusion clustering with attentive contrastive learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xin Huang, Ranqiao Zhang, Yuanyuan Li, Fan Yang, ... Zhihao 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">Unifying invariant and variant features for graph out-of-distribution via probability of necessity and sufficiency<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xuexin Chen, Ruichu Cai, Kaitao Zheng, Zhifan Jiang, ... Zijian 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">Graph Intention Embedding Neural Network for tag-aware recommendation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dongjing Wang, Haojiang Yao, Dongjin Yu, Shiyu Song, ... Shuiguang Deng<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">RAIN: Reconstructed-aware in-context enhancement with graph denoising for session-based recommendation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xinyi Zeng, Shuchao Li, Zequn Zhang, Li Jin, ... Kaiwen 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">Enhancing consistency and mitigating bias: A data replay approach for incremental learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chenyang Wang, Junjun Jiang, Xingyu Hu, Xianming Liu, Xiangyang Ji<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 Knowledge-Guided Molecular Graph Encoder with multimodal fusion and multi-task learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mukun Chen, Xiuwen Gong, Shirui Pan, Jia Wu, ... Wenbin 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">Intrinsic plasticity coding improved spiking actor network for reinforcement learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xingyue Liang, Qiaoyun Wu, Wenzhang Liu, Yun Zhou, ... Changyin 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">Noise-robust consistency regularization for semi-supervised semantic segmentation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">HaiKuan Zhang, Haitao Li, Xiufeng Zhang, Guanyu Yang, ... Chi 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">Heterophilous distribution propagation for Graph Neural Networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhuonan Zheng, Sheng Zhou, Hongjia Xu, Ming Gu, ... Jiajun Bu<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 the probability of necessity and sufficiency of explaining Graph Neural Networks: A lower bound optimization approach<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ruichu Cai, Yuxuan Zhu, Xuexin Chen, Yuan Fang, ... Zhifeng 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">Dynamic domain generalization for medical image segmentation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhiming Cheng, Mingxia Liu, Chenggang Yan, Shuai 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">GQEO: Nearest neighbor graph-based generalized quadrilateral element oversampling for class-imbalance problem<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qi Dai, Longhui Wang, Jing Zhang, Weiping Ding, Lifang 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">FPANet: Frequency-based video demoiréing using frame-level post alignment<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Gyeongrok Oh, Sungjune Kim, Heon Gu, Sang Ho Yoon, ... Sangpil Kim<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">Modeling document causal structure with a hypergraph for event causality identification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wei Xiang, Cheng Liu, Bang 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">Improving robustness by action correction via multi-step maximum risk estimation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qinglong Chen, Kun Ding, Xiaoxiong Zhang, Hui Zhang, 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">Fast ramp fraction loss SVM classifier with low computational complexity for pattern classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Huajun Wang, Wenqian 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">DFedGFM: Pursuing global consistency for Decentralized Federated Learning via global flatness and global momentum<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qinglun Li, Miao Zhang, Tao Sun, Quanjun Yin, Li 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">Simplified PCNet with robustness<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Bingheng Li, Xuanting Xie, Haoxiang Lei, Ruiyi Fang, 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">QTypeMix: Enhancing multi-agent cooperative strategies through heterogeneous and homogeneous value decomposition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Songchen Fu, Shaojing Zhao, Ta Li, Yonghong 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">MPIC: Exploring alternative approach to standard convolution in deep neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jie Jiang, Yi Zhong, Ruoli Yang, Weize Quan, Dong-Ming 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">Motif-aware curriculum learning for node classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiaosha Cai, Man-Sheng Chen, Chang-Dong Wang, Haizhang 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">CS-QCFS: Bridging the performance gap in ultra-low latency spiking neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hongchao Yang, Suorong Yang, Lingming Zhang, Hui Dou, ... Jian 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">Synth-CLIP: Synthetic data make CLIP generalize better in data-limited scenarios<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mushui Liu, Weijie He, Ziqian Lu, Jun Dan, ... Jungong 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">Information-controlled graph convolutional network for multi-view semi-supervised classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yongquan Shi, Yueyang Pi, Zhanghui Liu, Hong Zhao, Shiping 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">GSE: A global–local storage enhanced video object recognition model<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuhong Shi, Hongguang Pan, Ze Jiang, Libin Zhang, ... Xinyu 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">VCSAP: Online reinforcement learning exploration method based on visitation count of state-action pairs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ruikai Zhou, Wenbo Zhu, Shuai Han, Meng Kang, Shuai Lü<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">DICCR: Double-gated intervention and confounder causal reasoning for vision-language navigation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dongming Zhou, Jinsheng Deng, Zhengbin Pang, Wei 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">TIMAR: Transition-informed representation for sample-efficient multi-agent reinforcement learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mingxiao Feng, Yaodong Yang, Wengang Zhou, Houqiang 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">MIFS: An adaptive multipath information fused self-supervised framework for drug discovery<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xu Gong, Qun Liu, Rui Han, Yike Guo, Guoyin 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">Domain-guided conditional diffusion model for unsupervised domain adaptation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yulong Zhang, Shuhao Chen, Weisen Jiang, Yu Zhang, ... James T. Kwok<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">Improving the performance of echo state networks through state feedback<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Peter J. Ehlers, Hendra I. Nurdin, Daniel Soh<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 clustering based on feature selection and semi-non-negative anchor graph factorization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shikun Mei, Qianqian Wang, Quanxue Gao, Ming 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">DFCL: Dual-pathway fusion contrastive learning for blind single-image visible watermark removal<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Bin Meng, Jiliu Zhou, Haoran Yang, Jiayong Liu, Yifei Pu<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">Uncertainty modeling for inductive knowledge graph embedding<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chao Liu, Sam Kwong, Xizhao 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">User preference interaction fusion and swap attention graph neural network for recommender system<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mingqi Li, Wenming Ma, Zihao Chu<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 discrete convolutional network for entity relation extraction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Weizhe Yang, Yongbin Qin, Kai Wang, Ying Hu, ... Yanping 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">DCS-RISR: Dynamic channel splitting for efficient real-world image super-resolution<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Junbo Qiao, Shaohui Lin, Yulun Zhang, Wei Li, ... Lizhuang 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">Searching to extrapolate embedding for out-of-graph node representation learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhenqian Shen, Shuhan Guo, Yan Wen, Lanning Wei, ... Quanming Yao<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 Graph Representation Learning with Adversarial Cross-View Reconstruction and Information Bottleneck<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuntao Shou, Haozhi Lan, Xiangyong 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">Improved analysis of supervised learning in the RKHS with random features: Beyond least squares<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiamin Liu, Lei Wang, Heng Lian<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 swarm budorcas taxicolor optimization-based multi-support vector method for transformer fault diagnosis<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yong Ding, Weijian Mai, Zhijun 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">Volume-preserving geometric shape optimization of the Dirichlet energy using variational neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Amaury Bélières Frendo, Emmanuel Franck, Victor Michel-Dansac, Yannick Privat<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">Cluster synchronization of fractional-order two-layer networks and application in image encryption/decryption<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Juan Yu, Yanwei Yin, Tingting Shi, Cheng 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">Adaptive discrete-time neural prescribed performance control: A safe control approach<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhonghua Wu, Bo Huang, Xiangwei Bu<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">Output sampling synchronization and state estimation in flux-charge domain memristive neural networks with leakage and time-varying delays<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">G. Soundararajan, R. Suvetha, Minvydas Ragulskis, P. Prakash<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">Passivity and robust passivity of inertial memristive neural networks with time-varying delays via non-reduced order method<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Weizhe Xu, Zihao Li, Song 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">Accelerated quadratic penalty dynamic approaches with applications to distributed optimization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xin He, Luyao Guo, Dong 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">Distributed nonconvex optimization subject to globally coupled constraints via collaborative neurodynamic optimization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zicong Xia, Yang Liu, Cheng Hu, Haijun 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">Neural network-based dynamic target enclosing control for uncertain nonlinear multi-agent systems over signed networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Weihao Li, Jiangfeng Yue, Mengji Shi, Boxian Lin, Kaiyu 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">Probabilistic-sampling-based asynchronous control for semi-Markov jumping neural networks with reaction–diffusion terms<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wanying Wei, Dian Zhang, Jun Cheng, Jinde Cao, ... Wenhai Qi<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">Decoding neuronal networks: A Reservoir Computing approach for predicting connectivity and functionality<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ilya Auslender, Giorgio Letti, Yasaman Heydari, Clara Zaccaria, Lorenzo Pavesi<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">Distributed aggregative optimization with affine coupling constraints<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Kaixin Du, Min 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">Spectral adversarial attack on graph via node injection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Weihua Ou, Yi Yao, Jiahao Xiong, Yunshun Wu, ... Jiamin 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">Finite-time H_{infinity} output synchronization for DCRDNNs with multiple delayed and adaptive output couplings<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qian Qiu, Yin Chen, Housheng 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">Simignore: Exploring and enhancing multimodal large model complex reasoning via similarity computation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiaofeng Zhang, Fanshuo Zeng, Chaochen Gu<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 deep Ritz method with over-parameterization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhao Ding, Yuling Jiao, Xiliang Lu, Peiying Wu, Jerry Zhijian 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">A smooth gradient approximation neural network for general constrained nonsmooth nonconvex optimization problems<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Na Liu, Wenwen Jia, 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">A multi-memory-augmented network with a curvy metric method for video anomaly detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hongjun Li, Yunlong Wang, Yating Wang, Junjie 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">Adaptive expert fusion model for online wind power prediction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Renfang Wang, Jingtong Wu, Xu Cheng, Xiufeng Liu, Hong Qiu<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">Text-guided Image Restoration and Semantic Enhancement for Text-to-Image Person Retrieval<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Delong Liu, Haiwen Li, Zhicheng Zhao, Yuan Dong<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">Rethinking the optimization objective for transferable adversarial examples from a fuzzy perspective<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiangyuan Yang, Jie Lin, Hanlin Zhang, Peng 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">A sparse and wide neural network model for DNA sequences<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Tong Yu, Lei Cheng, Ruslan Khalitov, Zhirong 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">DDP-DAR: Network intrusion detection based on denoising diffusion probabilistic model and dual-attention residual network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Saihua Cai, Yingwei Zhao, Jiaao Lyu, Shengran Wang, ... Guofeng 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">Fusion of brain imaging genetic data for alzheimer’s disease diagnosis and causal factors identification using multi-stream attention mechanisms and graph convolutional networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wei Peng, Yanhan Ma, Chunshan Li, Wei Dai, ... Jin 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">ST-GMLP: A concise spatial-temporal framework based on gated multi-layer perceptron for traffic flow forecasting<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yong Luo, Jianying Zheng, Xiang Wang, Wenjuan E, ... Zhongkui 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">Decomposition based neural dynamics for portfolio management with tradeoffs of risks and profits under transaction costs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xinwei Cao, Junchao Lou, Bolin Liao, Chen Peng, ... Shuai 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">Neural network emulator for atmospheric chemical ODE<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhi-Song Liu, Petri Clusius, Michael Boy<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">Semantic prioritization in visual counterfactual explanations with weighted segmentation and auto-adaptive region selection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lintong Zhang, Kang Yin, Seong-Whan Lee<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">Identity Model Transformation for boosting performance and efficiency in object detection network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhongyuan Lu, Jin Liu, Miaozhong 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">Synergistic learning with multi-task DeepONet for efficient PDE problem solving<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Varun Kumar, Somdatta Goswami, Katiana Kontolati, Michael D. Shields, 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">Enhancing Recommender Systems through Imputation and Social-Aware Graph Convolutional Neural Network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Azadeh Faroughi, Parham Moradi, Mahdi Jalili<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 feature fusion networks for smoke recognition in remote sensing imagery<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yupeng Wang, Yongli Wang, Zaki Ahmad Khan, Anqi Huang, Jianghui Sang<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">ICH-PRNet: a cross-modal intracerebral haemorrhage prognostic prediction method using joint-attention interaction mechanism<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xinlei Yu, Ahmed Elazab, Ruiquan Ge, Jichao Zhu, ... Changmiao 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"><o:p> </o:p></span></p>
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