Connectionists: NEURAL NETWORKS, Sept. 2025

[Wang, Deliang]

Neural Networks - Volume 189, September 2025
https://www.journals.elsevier.com/neural-networks


BegoniaGPT: Cultivating the large language model to be an exceptional K-12 English teacher
Lu Rong, Yazhou Zhang, Prayag Tiwari, Mei Yu

Visual reasoning in object-centric deep neural networks: A comparative cognition approach
Guillermo Puebla, Jeffrey S. Bowers

Emergence of human-like attention and distinct head clusters in self-supervised vision transformers: A comparative eye-tracking study
Takuto Yamamoto, Hirosato Akahoshi, Shigeru Kitazawa

ReactDiff: Latent Diffusion for Facial Reaction Generation
Jiaming Li, Sheng Wang, Xin Wang, Yitao Zhu, ... Qian Wang

Neuronal correlates of sleep in honey bees
Sebastian Moguilner, Ettore Tiraboschi, Giacomo Fantoni, Heather Strelevitz, ... Albrecht Haase

Cortical-subcortical neural networks for motor learning and storing sequence memory
Lanyun Cui, Ying Yu, Lining Yin, Songan Hou, Qingyun Wang

Implementing feature binding through dendritic networks of a single neuron
Yuanhong Tang, Shanshan Jia, Tiejun Huang, Zhaofei Yu, Jian K. Liu

Consistent and Specific Hashing for image set classification
Xingfeng Li, Yuan Sun, Xuedong Li, Zhenwen Ren

Internal sensory models allow for balance control using muscle spindle acceleration feedback
Eric Maris

PhyTransformer: A unified framework for learning spatial–temporal representation from physiological signals
Hongxin Li, Yaru Liu, Kun Liu, Yuke Qu, ... Zongtan Zhou

Improved two-view interactional fuzzy learning based on mutual-rectification and knowledge-mergence
Ta Zhou, Wei Yan, Zhengxin Xia, Shuihua Wang, ... Jing Cai

Enhancing realism in LiDAR scene generation with CSPA-DFN and linear cross-attention via Diffusion Transformer model
Shaoxun Ye, Xiaoguang Di, Ming Liao, Ximing Li

Interpretable inverse iteration mean shift networks for clustering tasks
Bingjie Zhang, Zihan Yu, Jian Wang, Maciej Żelaszczyk, ... Witold Pedrycz

Unsupervised feature selection with evolutionary sparsity
Shixuan Zhou, Yi Xiang, Han Huang, Pei Huang, ... Peng Song

Physics-informed multi-output Gaussian process for dynamical system modeling
Shengbing Tang, Bin He, Xinguo Yu

FedPPD: Towards effective subgraph federated learning via pseudo prototype distillation
Qi Lin, Jishuo Jia, Yinlin Zhu, Xunkai Li, ... Meixia Qu

SAMSnake: A generic contour-based instance segmentation network assisted by Efficient Segment Anything Model
Yejun Wu, Jiao Zhan, Chi Guo, Huyin Zhang

Learning to solve combinatorial optimization problems with heterophily
Xingyue Guo, Pengfei Zhang, Qingqiong Cai, Ying Zhang

Semi-supervised segmentation on medical images with pseudo label calibration and neural process
Tianlun Zhang, Yuxuan Luo, Xizhao Wang, Sam Kwong

SurvGraph: A hybrid-graph attention network for survival prediction using whole slide pathological images in gastric cancer
Yuanshen Zhao, Longsong Li, Xi Yu, Ke Han, ... Zhi-Cheng Li

FDC: Feature Dropout Consistency for unsupervised domain adaptation semantic segmentation
Chaoyu Rao, Wanshu Fan, Cong Wang, Xin Yang, ... Dongsheng Zhou

SPAST: Arbitrary style transfer with style priors via pre-trained large-scale model
Zhanjie Zhang, Quanwei Zhang, Junsheng Luan, Mengyuan Yang, ... Lei Zhao

Kernel Bayesian tensor ring decomposition for multiway data recovery
Zhenhao Huang, Guoxu Zhou, Yuning Qiu, Xinqi Chen, Qibin Zhao

Explicit estimation of magnitude and phase spectra in parallel for high-quality speech enhancement
Ye-Xin Lu, Yang Ai, Zhen-Hua Ling

Mutual GNN-MLP distillation for robust graph adversarial defense
Bowen Deng, Jialong Chen, Yanming Hu, Chuan Chen, Tao Zhang

Semantic-Rearrangement-based Hierarchical Alignment for domain generalized segmentation
Guanlong Jiao, Hongqiang Wu, Chenyangguang Zhang, Haonan Yin, ... Biqing Huang

Enhancing the transferability of adversarial attacks via Scale Enriching
Yuhang Zhao, Jun Zheng, Xianfeng Gao, Lu Liu, ... Quanxin Zhang

3DBench: A scalable benchmark for object and scene-level instruction-tuning of 3D large language models
Tianci Hu, Junjie Zhang, Yutao Rao, Dan Zeng, ... Xiaoshui Huang

Multi-view graph clustering with Dually Enhanced Tensor Rank Minimization and Diverse Separation of Inconsistent Information
Weijun Sun, Chaoye Li, Jiakai He, Xiaozhao Fang, ... Kangsheng Wu

Knowledge graph information bottleneck enhanced molecular representation learning
Jiaxin Dai, Dongmei Fu, Zhongwei Qiu, Lingwei Ma, Dawei Zhang

Fast underwater scene reconstruction using multi-view stereo and physical imaging
Shuyi Hu, Qi Liu

Progressive fine-to-coarse reconstruction for accurate low-bit post-training quantization in vision transformers
Rui Ding, Liang Yong, Sihuan Zhao, Jing Nie, ... Xichuan Zhou

Escarcitys: A framework for enhancing medical image classification performance in scarcity of trainable samples scenarios
Tianxiang Wang, Qun Dai, Wei Xiong

Dual-stream interactive networks with pearson-mask awareness for multivariate time series forecasting
Junjie Ye, Jinhong Li, Chunna Zhao, Chengli Zhou, ... Yaqun Huang

Multi-agent self-attention reinforcement learning for multi-USV hunting target
Shan Xue, Ning Zhao, Liqi Wang, Weidong Zhang, ... Fengxian Zhu

Memory Transmission Based Referring Video Object Segmentation
Zijin Liu, Lichun Wang, Yongli Hu, Baocai Yin

Dual-structure community preserving network embedding
Xu Bai, Bilian Chen

GCapNet-FSD: A heterogeneous Graph Capsule Network for Few-Shot object Detection
Jiaxu Leng, Qianru Chen, Taiyue Chen, Feng Gao, ... Xinbo Gao

Semantic discrete decoder based on adaptive pixel clustering for monocular depth estimation
Xuanxuan Liu, Shuai Tang, Mingzhi Ye, Tongwei Lu, Lixin Duan

Adaptive fast local discriminant analysis with whitening transform
Hong Chen, Feiping Nie, Yingcang Ma, Rong Wang

Enhancing image-based virtual try-on with Multi-Controlled Diffusion Models
Weihao Luo, Zezhen Zeng, Yueqi Zhong

Learning double balancing representation for heterogeneous dose–response curve estimation
Minqin Zhu, Anpeng Wu, Haoxuan Li, Ruoxuan Xiong, ... Kun Kuang

Decoding split-frequency representation for cross-scale tracking
Yuanming Zhang, Hao Sun

Dynamic Multi-scale Feature Integration Network for unsupervised MR-CT synthesis
Meng Tang, Jiuming Jiang, Xue Zhang, Tao Zhou, ... Li Zhang

Adaptive Diversity Induced Reweighting for long-tailed classification
Xiaohua Chen, Yucan Zhou, Hongcheng Li, Haihui Fan, ... Weiping Wang

Towards better text image machine translation with multimodal codebook and multi-stage training
Zhibin Lan, Jiawei Yu, Shiyu Liu, Junfeng Yao, ... Jinsong Su

Prototype-guided and dynamic-aware video anomaly detection
Chao Huang, Qianyi Li, Bob Zhang

Overlapping community detection via Layer-Jaccard similarity incorporated nonnegative matrix factorization
Zhijian Zhuo, Bilian Chen

CLPNets: Coupled Lie–Poisson neural networks for multi-part Hamiltonian systems with symmetries
Christopher Eldred, François Gay-Balmaz, Vakhtang Putkaradze

Robust synchronization of reaction–diffusion memristive neural networks with parameter uncertainties and general couplings
Jui-Pin Tseng

Federated learning with randomized alternating direction method of multipliers and application in training neural networks
Duy Nhat Phan, Patrick Hytla, Andrew Rice, Thuy Ngoc Nguyen

Learning performance of cerebellar circuit depends on diversity and chaoticity of spiking patterns in granule cells: A simulation study
Soichiro Fujiki, Kenji Kansaku

The informativeness of the gradient revisited
Rustem Takhanov

Pruning the ensemble of convolutional neural networks using second-order cone programming
Buse Çisil Güldoğuş, Abdullah Nazhat Abdullah, Muhammad Ammar Ali, Süreyya Özöǧür-Akyüz

Neuroadaptive fixed-time fault-tolerant containment control of high-order MIMO Nonlinear multi-agent systems in affine strict-feedback form
Hui Lv, Dandan Liu, Kai Sun, Baolong Zhu

Fixed-time adaptive neural network compensation control for uncertain nonlinear systems
Jiahua Ma, Zhikai Yao, Wenxiang Deng, Jianyong Yao

Multiple-input and multiple-output encoders with DNA-based winner-take-all neural Networks
Chun Huang, Qingshuang Guo, Jiaying Shao, Baolei Peng, ... Yanfeng Wang

The butterfly effect in neural networks: Unveiling hyperbolic chaos through parameter sensitivity
Jingyi Luo, Jianyu Chen, Hong-Kun Zhang

Modeling structured data learning with Restricted Boltzmann machines in the teacher–student setting
Robin Thériault, Francesco Tosello, Daniele Tantari

Rethinking cell-based neural architecture search: A theoretical perspective
Bo Liu, Huiwen Zhao, Tongtong Yuan, Ting Zhang, Zhaoying Liu

Decomposition method-based global Mittag-Leffler synchronization for fractional-order Clifford-valued neural networks with transmission delays and impulses
R. Sriraman, N. Manoj, Anbalagan Pratap

Abnormalities of brain dynamics based on large-scale cortical network modeling in autism spectrum disorder
Youyou Si, Honghui Zhang, Lin Du, Zichen Deng

Consensus synchronization via quantized iterative learning for coupled fractional-order time-delayed competitive neural networks with input sharing
Tianxiang Han, Xingyu Zhou, Shuyu Zhang, Aibing Qiu

Ex2Vec: Enhancing assembly code semantics with end-to-end execution-aware embeddings
Xingyu Gong, Yang Xu, Sicong Zhang, Chenhang He

Real-time and accurate stereo matching via tri-fusion volume for stereo vision
Anze Xu, Lin Yang, Jingzhong Li, Zhen Shi, ... Guifei Li

Knowledge-guided adaptive spatial-temporal graph contrastive learning framework: Regional crop diseases prediction based on electronic medical records
Chang Xu, Yiding Zhang, Lei Zhao, Haojie Wen, Lingxian Zhang

A pipeline for enabling Nearshore Infrared Video Super-resolution to learn more high-frequency foreground information
Yuanlin Zhao, Wei Li, Jiangang Ding, Yansong Wang, ... Lili Pei

Model-free reinforcement learning control with zero-min barrier functions for constrained systems
C. Treesatayapun

Wp-VTON: A wrinkle-preserving virtual try-on network via clothing texture book
Xiangyu Mu, Haijun Zhang, Jianghong Ma, Zhao Zhang, ... Feng Jiang

S2LIC: Learned image compression with the SwinV2 block, Adaptive Channel-wise and Global-inter attention Context
Yongqiang Wang, Haisheng Fu, Qi Cao, Shang Wang, ... Feng Liang

Modeling multi-scale uncertainty with evidence integration for reliable polyp segmentation
Xiaolu Kang, Zhuoqi Ma, Kang Liu, Yunan Li, Qiguang Miao

VKAD: A novel fault detection and isolation model for uncertainty-aware industrial processes
Shengbin Zheng, Dechang Pi

Taco-DDI: accurate prediction of drug-drug interaction events using graph transformer-based architecture and dynamic co-attention matrices
Jianbo Qiao, Xu Guo, Junru Jin, Ding Wang, ... Leyi Wei

DiverseReID: Towards generalizable person re-identification via Dynamic Style Hallucination and decoupled domain experts
Jieru Jia, Huidi Xie, Qin Huang, Yantao Song, Peng Wu

-------------- next part --------------
An HTML attachment was scrubbed...
URL: <http://mailman.srv.cs.cmu.edu/pipermail/connectionists/attachments/20250902/2e0fb1f5/attachment.html>