Connectionists: NEURAL NETWORKS, April 2025

[Wang, Deliang]

Neural Networks - Volume 184, April 2025
https://www.journals.elsevier.com/neural-networks


H_{infinity} control for fractional order neural networks with uncertainties subject to deception attacks via Improved memory-event-triggered scheme and Its application
K. Asmiya Banu, T. Aparna, M. Mubeen Tajudeen, Grienggrai Rajchakit, Tingwen Huang

VPT: Video portraits transformer for realistic talking face generation
Zhijun Zhang, Jian Zhang, Weijian Mai

Promises and perils of using Transformer-based models for SE research
Yan Xiao, Xinyue Zuo, Xiaoyue Lu, Jin Song Dong, ... Ivan Beschastnikh

RePaIR: Repaired pruning at initialization resilience
Haocheng Zhao, Runwei Guan, Ka Lok Man, Limin Yu, Yutao Yue

Chaotic recurrent neural networks for brain modelling: A review
Andrea Mattera, Valerio Alfieri, Giovanni Granato, Gianluca Baldassarre

Dual-tower model with semantic perception and timespan-coupled hypergraph for next-basket recommendation
Yangtao Zhou, Hua Chu, Qingshan Li, Jianan Li, ... Wanqiang Yang

Directional intermodular coupling enriches functional complexity in biological neuronal networks
Nobuaki Monma, Hideaki Yamamoto, Naoya Fujiwara, Hakuba Murota, ... Shigeo Sato

Enhanced accuracy in first-spike coding using current-based adaptive LIF neuron
Siying Liu, Pier Luigi Dragotti

Multi-modal cross-domain self-supervised pre-training for fMRI and EEG fusion
Xinxu Wei, Kanhao Zhao, Yong Jiao, Nancy B. Carlisle, ... Yu Zhang

Modeling the interplay between regional heterogeneity and critical dynamics underlying brain functional networks
Jijin Zhang, Kejian Wu, Jiaqi Dong, Jianfeng Feng, Lianchun Yu

Emotion recognition using multi-scale EEG features through graph convolutional attention network
Liwen Cao, Wenfeng Zhao, Biao Sun

Multi-scale multi-object semi-supervised consistency learning for ultrasound image segmentation
Saidi Guo, Zhaoshan Liu, Ziduo Yang, Chau Hung Lee, ... Lei Shen

Multi-Scale Pyramid Squeeze Attention Similarity Optimization Classification Neural Network for ERP Detection
Ruitian Xu, Brendan Z. Allison, Xueqing Zhao, Wei Liang, ... Jing Jin

A Fine-grained Hemispheric Asymmetry Network for accurate and interpretable EEG-based emotion classification
Ruofan Yan, Na Lu, Yuxuan Yan, Xu Niu, Jibin Wu

An adaptive variable-parameter dynamic learning network for solving constrained time-varying QP problem
Zhijun Zhang, Xiangliang Sun, Xingru Li, Yiqi Liu

Self-supervised pre-trained neural network for quantum natural language processing
Ben Yao, Prayag Tiwari, Qiuchi Li

Temporal spiking generative adversarial networks for heading direction decoding
Jiangrong Shen, Kejun Wang, Wei Gao, Jian K. Liu, ... Huajin Tang

A fully value distributional deep reinforcement learning framework for multi-agent cooperation
Mingsheng Fu, Liwei Huang, Fan Li, Hong Qu, Chengzhong Xu

Dynamic graph consistency and self-contrast learning for semi-supervised medical image segmentation
Gang Li, Jinjie Xie, Ling Zhang, Guijuan Cheng, ... Mingqi Bai

Robust long-tailed recognition with distribution-aware adversarial example generation
Bo Li, Yongqiang Yao, Jingru Tan, Dandan Zhu, ... Jianwei Lu

A universal network strategy for lightspeed computation of entropy-regularized optimal transport
Yong Shi, Lei Zheng, Pei Quan, Yang Xiao, Lingfeng Niu

Investigating self-supervised image denoising with denaturation
Hiroki Waida, Kimihiro Yamazaki, Atsushi Tokuhisa, Mutsuyo Wada, Yuichiro Wada

Disentangled latent energy-based style translation: An image-level structural MRI harmonization framework
Mengqi Wu, Lintao Zhang, Pew-Thian Yap, Hongtu Zhu, Mingxia Liu

Enhancing space-time video super-resolution via spatial-temporal feature interaction
Zijie Yue, Miaojing Shi

Exploring hyperspectral anomaly detection with human vision: A small target aware detector
Jitao Ma, Weiying Xie, Yunsong Li

Neurocontrol for fixed-length trajectories in environments with soft barriers
Michael Fairbank, Danil Prokhorov, David Barragan-Alcantar, Spyridon Samothrakis, Shuhui Li

FedPD: Defending federated prototype learning against backdoor attacks
Zhou Tan, Jianping Cai, De Li, Puwei Lian, ... Yan Che

Similarity-based context aware continual learning for spiking neural networks
Bing Han, Feifei Zhao, Yang Li, Qingqun Kong, ... Yi Zeng

CMFX: Cross-modal fusion network for RGB-X crowd counting
Xiao-Meng Duan, Hong-Mei Sun, Zeng-Min Zhang, Ling-Xiao Qin, Rui-Sheng Jia

Explicitly diverse visual question generation
Jiayuan Xie, Jiasheng Zheng, Wenhao Fang, Yi Cai, Qing Li

Local interpretable spammer detection model with multi-head graph channel attention network
Fuzhi Zhang, Chenghang Huo, Ru Ma, Jinbo Chao

MFC-ACL: Multi-view fusion clustering with attentive contrastive learning
Xin Huang, Ranqiao Zhang, Yuanyuan Li, Fan Yang, ... Zhihao Zhou

Unifying invariant and variant features for graph out-of-distribution via probability of necessity and sufficiency
Xuexin Chen, Ruichu Cai, Kaitao Zheng, Zhifan Jiang, ... Zijian Li

Graph Intention Embedding Neural Network for tag-aware recommendation
Dongjing Wang, Haojiang Yao, Dongjin Yu, Shiyu Song, ... Shuiguang Deng

RAIN: Reconstructed-aware in-context enhancement with graph denoising for session-based recommendation
Xinyi Zeng, Shuchao Li, Zequn Zhang, Li Jin, ... Kaiwen Wei

Enhancing consistency and mitigating bias: A data replay approach for incremental learning
Chenyang Wang, Junjun Jiang, Xingyu Hu, Xianming Liu, Xiangyang Ji

Unified Knowledge-Guided Molecular Graph Encoder with multimodal fusion and multi-task learning
Mukun Chen, Xiuwen Gong, Shirui Pan, Jia Wu, ... Wenbin Hu

Intrinsic plasticity coding improved spiking actor network for reinforcement learning
Xingyue Liang, Qiaoyun Wu, Wenzhang Liu, Yun Zhou, ... Changyin Sun

Noise-robust consistency regularization for semi-supervised semantic segmentation
HaiKuan Zhang, Haitao Li, Xiufeng Zhang, Guanyu Yang, ... Chi Liu

Heterophilous distribution propagation for Graph Neural Networks
Zhuonan Zheng, Sheng Zhou, Hongjia Xu, Ming Gu, ... Jiajun Bu

On the probability of necessity and sufficiency of explaining Graph Neural Networks: A lower bound optimization approach
Ruichu Cai, Yuxuan Zhu, Xuexin Chen, Yuan Fang, ... Zhifeng Hao

Dynamic domain generalization for medical image segmentation
Zhiming Cheng, Mingxia Liu, Chenggang Yan, Shuai Wang

GQEO: Nearest neighbor graph-based generalized quadrilateral element oversampling for class-imbalance problem
Qi Dai, Longhui Wang, Jing Zhang, Weiping Ding, Lifang Chen

FPANet: Frequency-based video demoiréing using frame-level post alignment
Gyeongrok Oh, Sungjune Kim, Heon Gu, Sang Ho Yoon, ... Sangpil Kim

Modeling document causal structure with a hypergraph for event causality identification
Wei Xiang, Cheng Liu, Bang Wang

Improving robustness by action correction via multi-step maximum risk estimation
Qinglong Chen, Kun Ding, Xiaoxiong Zhang, Hui Zhang, Fei Zhu

Fast ramp fraction loss SVM classifier with low computational complexity for pattern classification
Huajun Wang, Wenqian Li

DFedGFM: Pursuing global consistency for Decentralized Federated Learning via global flatness and global momentum
Qinglun Li, Miao Zhang, Tao Sun, Quanjun Yin, Li Shen

Simplified PCNet with robustness
Bingheng Li, Xuanting Xie, Haoxiang Lei, Ruiyi Fang, Zhao Kang

QTypeMix: Enhancing multi-agent cooperative strategies through heterogeneous and homogeneous value decomposition
Songchen Fu, Shaojing Zhao, Ta Li, Yonghong Yan

MPIC: Exploring alternative approach to standard convolution in deep neural networks
Jie Jiang, Yi Zhong, Ruoli Yang, Weize Quan, Dong-Ming Yan

Motif-aware curriculum learning for node classification
Xiaosha Cai, Man-Sheng Chen, Chang-Dong Wang, Haizhang Zhang

CS-QCFS: Bridging the performance gap in ultra-low latency spiking neural networks
Hongchao Yang, Suorong Yang, Lingming Zhang, Hui Dou, ... Jian Zhao

Synth-CLIP: Synthetic data make CLIP generalize better in data-limited scenarios
Mushui Liu, Weijie He, Ziqian Lu, Jun Dan, ... Jungong Han

Information-controlled graph convolutional network for multi-view semi-supervised classification
Yongquan Shi, Yueyang Pi, Zhanghui Liu, Hong Zhao, Shiping Wang

GSE: A global-local storage enhanced video object recognition model
Yuhong Shi, Hongguang Pan, Ze Jiang, Libin Zhang, ... Xinyu Lei

VCSAP: Online reinforcement learning exploration method based on visitation count of state-action pairs
Ruikai Zhou, Wenbo Zhu, Shuai Han, Meng Kang, Shuai Lü

DICCR: Double-gated intervention and confounder causal reasoning for vision-language navigation
Dongming Zhou, Jinsheng Deng, Zhengbin Pang, Wei Li

TIMAR: Transition-informed representation for sample-efficient multi-agent reinforcement learning
Mingxiao Feng, Yaodong Yang, Wengang Zhou, Houqiang Li

MIFS: An adaptive multipath information fused self-supervised framework for drug discovery
Xu Gong, Qun Liu, Rui Han, Yike Guo, Guoyin Wang

Domain-guided conditional diffusion model for unsupervised domain adaptation
Yulong Zhang, Shuhao Chen, Weisen Jiang, Yu Zhang, ... James T. Kwok

Improving the performance of echo state networks through state feedback
Peter J. Ehlers, Hendra I. Nurdin, Daniel Soh

Multi-view clustering based on feature selection and semi-non-negative anchor graph factorization
Shikun Mei, Qianqian Wang, Quanxue Gao, Ming Yang

DFCL: Dual-pathway fusion contrastive learning for blind single-image visible watermark removal
Bin Meng, Jiliu Zhou, Haoran Yang, Jiayong Liu, Yifei Pu

Uncertainty modeling for inductive knowledge graph embedding
Chao Liu, Sam Kwong, Xizhao Wang

User preference interaction fusion and swap attention graph neural network for recommender system
Mingqi Li, Wenming Ma, Zihao Chu

A discrete convolutional network for entity relation extraction
Weizhe Yang, Yongbin Qin, Kai Wang, Ying Hu, ... Yanping Chen

DCS-RISR: Dynamic channel splitting for efficient real-world image super-resolution
Junbo Qiao, Shaohui Lin, Yulun Zhang, Wei Li, ... Lizhuang Ma

Searching to extrapolate embedding for out-of-graph node representation learning
Zhenqian Shen, Shuhan Guo, Yan Wen, Lanning Wei, ... Quanming Yao

Contrastive Graph Representation Learning with Adversarial Cross-View Reconstruction and Information Bottleneck
Yuntao Shou, Haozhi Lan, Xiangyong Cao

Improved analysis of supervised learning in the RKHS with random features: Beyond least squares
Jiamin Liu, Lei Wang, Heng Lian

A novel swarm budorcas taxicolor optimization-based multi-support vector method for transformer fault diagnosis
Yong Ding, Weijian Mai, Zhijun Zhang

Volume-preserving geometric shape optimization of the Dirichlet energy using variational neural networks
Amaury Bélières Frendo, Emmanuel Franck, Victor Michel-Dansac, Yannick Privat

Cluster synchronization of fractional-order two-layer networks and application in image encryption/decryption
Juan Yu, Yanwei Yin, Tingting Shi, Cheng Hu

Adaptive discrete-time neural prescribed performance control: A safe control approach
Zhonghua Wu, Bo Huang, Xiangwei Bu

Output sampling synchronization and state estimation in flux-charge domain memristive neural networks with leakage and time-varying delays
G. Soundararajan, R. Suvetha, Minvydas Ragulskis, P. Prakash

Passivity and robust passivity of inertial memristive neural networks with time-varying delays via non-reduced order method
Weizhe Xu, Zihao Li, Song Zhu

Accelerated quadratic penalty dynamic approaches with applications to distributed optimization
Xin He, Luyao Guo, Dong He

Distributed nonconvex optimization subject to globally coupled constraints via collaborative neurodynamic optimization
Zicong Xia, Yang Liu, Cheng Hu, Haijun Jiang

Neural network-based dynamic target enclosing control for uncertain nonlinear multi-agent systems over signed networks
Weihao Li, Jiangfeng Yue, Mengji Shi, Boxian Lin, Kaiyu Qin

Probabilistic-sampling-based asynchronous control for semi-Markov jumping neural networks with reaction-diffusion terms
Wanying Wei, Dian Zhang, Jun Cheng, Jinde Cao, ... Wenhai Qi

Decoding neuronal networks: A Reservoir Computing approach for predicting connectivity and functionality
Ilya Auslender, Giorgio Letti, Yasaman Heydari, Clara Zaccaria, Lorenzo Pavesi

Distributed aggregative optimization with affine coupling constraints
Kaixin Du, Min Meng

Spectral adversarial attack on graph via node injection
Weihua Ou, Yi Yao, Jiahao Xiong, Yunshun Wu, ... Jiamin Chen

Finite-time H_{infinity} output synchronization for DCRDNNs with multiple delayed and adaptive output couplings
Qian Qiu, Yin Chen, Housheng Su

Simignore: Exploring and enhancing multimodal large model complex reasoning via similarity computation
Xiaofeng Zhang, Fanshuo Zeng, Chaochen Gu

Convergence analysis of deep Ritz method with over-parameterization
Zhao Ding, Yuling Jiao, Xiliang Lu, Peiying Wu, Jerry Zhijian Yang

A smooth gradient approximation neural network for general constrained nonsmooth nonconvex optimization problems
Na Liu, Wenwen Jia, Sitian Qin

A multi-memory-augmented network with a curvy metric method for video anomaly detection
Hongjun Li, Yunlong Wang, Yating Wang, Junjie Chen

Adaptive expert fusion model for online wind power prediction
Renfang Wang, Jingtong Wu, Xu Cheng, Xiufeng Liu, Hong Qiu

Text-guided Image Restoration and Semantic Enhancement for Text-to-Image Person Retrieval
Delong Liu, Haiwen Li, Zhicheng Zhao, Yuan Dong

Rethinking the optimization objective for transferable adversarial examples from a fuzzy perspective
Xiangyuan Yang, Jie Lin, Hanlin Zhang, Peng Zhao

A sparse and wide neural network model for DNA sequences
Tong Yu, Lei Cheng, Ruslan Khalitov, Zhirong Yang

DDP-DAR: Network intrusion detection based on denoising diffusion probabilistic model and dual-attention residual network
Saihua Cai, Yingwei Zhao, Jiaao Lyu, Shengran Wang, ... Guofeng Zhang

Fusion of brain imaging genetic data for alzheimer's disease diagnosis and causal factors identification using multi-stream attention mechanisms and graph convolutional networks
Wei Peng, Yanhan Ma, Chunshan Li, Wei Dai, ... Jin Liu

ST-GMLP: A concise spatial-temporal framework based on gated multi-layer perceptron for traffic flow forecasting
Yong Luo, Jianying Zheng, Xiang Wang, Wenjuan E, ... Zhongkui Zhu

Decomposition based neural dynamics for portfolio management with tradeoffs of risks and profits under transaction costs
Xinwei Cao, Junchao Lou, Bolin Liao, Chen Peng, ... Shuai Li

Neural network emulator for atmospheric chemical ODE
Zhi-Song Liu, Petri Clusius, Michael Boy

Semantic prioritization in visual counterfactual explanations with weighted segmentation and auto-adaptive region selection
Lintong Zhang, Kang Yin, Seong-Whan Lee

Identity Model Transformation for boosting performance and efficiency in object detection network
Zhongyuan Lu, Jin Liu, Miaozhong Xu

Synergistic learning with multi-task DeepONet for efficient PDE problem solving
Varun Kumar, Somdatta Goswami, Katiana Kontolati, Michael D. Shields, George Em Karniadakis

Enhancing Recommender Systems through Imputation and Social-Aware Graph Convolutional Neural Network
Azadeh Faroughi, Parham Moradi, Mahdi Jalili

Multi-level feature fusion networks for smoke recognition in remote sensing imagery
Yupeng Wang, Yongli Wang, Zaki Ahmad Khan, Anqi Huang, Jianghui Sang

ICH-PRNet: a cross-modal intracerebral haemorrhage prognostic prediction method using joint-attention interaction mechanism
Xinlei Yu, Ahmed Elazab, Ruiquan Ge, Jichao Zhu, ... Changmiao Wang


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