| 2026-10-23 | Neuro-native paradigms of brain foundation models: evolution, taxonomy, and perspectives | Artificial Intelligence Review | Zepeng Li, Molei Zhang, Tianyi Li et al. | Lanzhou University |
| 2026-10-22 | Sine function-guided master–slave collaborative network for salient object detection in optical remote sensing images | Applied Intelligence | Dong Hansong, 罗子江, Zhizhu Ge et al. | Guizhou University; Shunde Polytechnic; Fudan University |
| 2026-10-22 | Beyond the survey: a systematic empirical study of detection and association in visual MOT | Artificial Intelligence Review | Linh Van Ma, Juhua Hu, Wei Cheng et al. | Gwangju Institute of Science and Technology; University of Washington Tacoma |
| 2026-10-21 | ADGB-ONet: an attention-driven gradient balancing operator network for scattering pressure field prediction | Applied Intelligence | Anqiang Tan, Jinhong Wu, Yankun Sheng et al. | Huazhong University of Science and Technology |
| 2026-10-21 | InfoDisent: Explainability of image classification models by information disentanglement | Knowledge-Based Systems | Łukasz Struski, Dawid Rymarczyk, Jacek Tabor | |
| 2026-10-20 | Boosting the understanding ability of diffusion model with masked image modeling | Pattern Recognition | Jianning Pei, Yingchao Feng, Hanbo Bi et al. | Chinese Academy of Sciences; Aerospace Information Research Institute; University of Chinese Academy of Sciences |
| 2026-10-18 | DCDA-Net: A depthwise convolution dilated attention network with temporal weighted loss for seizure prediction | Neural Networks | Xingchen Dong, Haotian Li, Qiangqiang Chen et al. | Fudan University; Nanjing University of Science and Technology; Nanjing University; … |
| 2026-10-17 | TNIA: Target-aware transformer-based node injection attacks on graph neural networks | Expert Systems with Applications | Qiongshan Pan, Peng Bao | Beijing Jiaotong University |
| 2026-10-17 | AgriEyeNet: Seeing smarter in agriculture with medium-difficulty aware loss and lightweight adaptive detection | Applied Intelligence | Jipei Cao, Hanxiang Wang, Mengyao Ma et al. | Qufu Normal University; University of Jinan; Sejong University; … |
| 2026-10-17 | Language modeling on tabular data: a survey of foundations, techniques and evolution | Artificial Intelligence Review | Yucheng Ruan, Xiang Lan, Jingying Ma et al. | National University of Singapore; Institute of Data Science |
| 2026-10-15 | SAR image despeckling via diffusion models with latent-space contrastive alignment | Expert Systems with Applications | Fuyu Bo, Jing Fang, Yi Li et al. | Beijing Jiaotong University; Shandong Normal University; Guizhou Province Chemical Industry Research Institute |
| 2026-10-14 | Mitigating spectral decay via wavelet sparse contextual reinforcement for lightweight image super-resolution | Knowledge-Based Systems | Qian Wang, Mengyang Wang, Yao Tang et al. | Xi’an University of Posts and Telecommunications; Shanghai Jiao Tong University |
| 2026-10-14 | Domain-adversarial anatomical graph networks for cross-user human activity recognition | Information Fusion | Xiaozhou Ye, Kevin I‐Kai Wang | University of Auckland |
| 2026-10-13 | DPCformer: Dual-Prior Calibration Transformer for low-light image enhancement | Information Processing & Management | Jiaxiang Wang, Pufen Zhang, Meng Wan et al. | University of Science and Technology Beijing; Chinese Academy of Sciences; Computer Network Information Center; … |
| 2026-10-13 | A context-aware dynamic ensemble interval-valued crude oil price forecasting system | Information Processing & Management | Wendong Yang, Junyuan Li, Shuai Wang et al. | Shandong University of Finance and Economics; Shandong Normal University |
| 2026-10-12 | Balancing novelty and familiarity: Nonlinear effects of semantic progression on audience engagement | Information Processing & Management | Jingyi Wu, Shuhao Fu, Junying Liang | Santa Fe Institute |
| 2026-10-11 | Causal graph representation learning for robust out-of-distribution crop pest recognition | Pattern Recognition | LI Guangke, Yue Teng, Chenghui Lin et al. | Hefei University |
| 2026-10-09 | Learning attention-enhanced relation-sensitive knowledge graph embeddings with variable receptive fields for link prediction | Information Processing & Management | Wanxin Zeng, Yuxin Ye, Zhezhe Xing et al. | Jilin University; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University |
| 2026-10-09 | Meta-contrastive learning with lightweight support-based query interaction for few-shot fine-grained visual classification | Knowledge-Based Systems | Yuxiang Wang, Yazhou Wang, Peijia Yu et al. | Guizhou University |
| 2026-10-09 | A multimodal deep learning-driven model for assessing drawing composition quality | Journal Of Big Data | Yunhe Su, Xiaowen Feng | Hongik University; Yonsei University |
| 2026-10-09 | EEG-UDAF: A novel unsupervised domain adaptation framework leveraging dual-view frequency and spatio-temporal features for EEG-based emotion recognition | Journal Of Big Data | Yufei Chen, Gang Zhou, Pengwei Wang et al. | Zhengzhou University |
| 2026-10-08 | Cross-modal vision transformer with energy-system priors for interpretable operational pattern discovery | Pattern Recognition | Tianren Zhang, Liao Hui, Jimeng Zhang et al. | East China University of Science and Technology; Shanghai Jiao Tong University; Chinese Academy of Sciences; … |
| 2026-10-08 | Rank and data adaptive low-rank adaptation for 2-bit quantization-aware fine-tuning of ViT | Pattern Recognition | Yuning Yang, Guowei Peng, Xiurui Xie et al. | University of Electronic Science and Technology of China; Southwestern University of Finance and Economics |
| 2026-10-06 | Anomaly detection in SAP S/4HANA using hybrid deep learning for multivariate time series data | Journal Of Big Data | Ram Reddy Jonnalagadda, B. P. Joshi, Kiran Kumar Reddy et al. | Osmania University; Graphic Era Hill University; Graphic Era University; … |
| 2026-10-06 | An attention-based multi-scale convolutional neural network for EEG emotional recognition | Expert Systems with Applications | Wei Wang, Bo Zhang, ZhengTao Song et al. | Southwest University; Tongji University |
| 2026-10-05 | Receptive field enhanced Transformer with multi-attention mechanisms for single-image deraining | Knowledge-Based Systems | Jingyu Li, Zhenhai Zhang, Yilei Huang et al. | Beijing Institute of Technology |
| 2026-10-01 | MCA-DiTGBNet: Attention-Enabled Distributed Transformer-Based LightGBM for Anomaly Detection in IoT Network | Knowledge-Based Systems | Zeeshan Ahmed Mohammed, Mujahedullah Syed, Abdul Junaid Mohammed et al. | |
| 2026-10-01 | Layer-aware soft-biometric inference on OCT latent fingerprints using transformer-based models | Pattern Recognition | Lingzhen Kong, Xiyuan Hu, Ning Zhang et al. | Nanjing University of Science and Technology; Beijing University of Technology; Inner Mongolia Autonomous Region Meteorological Bureau; … |
| 2026-10-01 | EMM-CVT: An Efficient Multi-Modal Vision Transformer for compressed video action recognition | Pattern Recognition | Hong Wen, Bing Li, Liang Qian et al. | Beijing Jiaotong University; Nankai University |
| 2026-10-01 | A global-local dual-branch network with Local Adaptive Sparse Attention for micro-expression recognition | Pattern Recognition | Jiawei LI, Yuanlun Xie, Zitong Yu et al. | Guizhou University; Chengdu University; Dongguan University of Technology |
| 2026-10-01 | A novel AF-CBA framework for accurate and interpretable EEG cognitive state classification | Neural Computing and Applications | Bichitra Mandal, Subasish Mohapatra, Ramesh Sahoo | Indian Institute of Technology Bhubaneswar; Odisha University of Agriculture and Technology |
| 2026-10-01 | Network security monitoring based on multi-source heterogeneous data fusion and hierarchical attention mechanism | Neural Computing and Applications | Zheng Zhang, 楊啟瑞, Ling Iyu | Education Department of Jiangxi Province; Jiangxi Vocational and Technical College of Communications; Capital Normal University; … |
| 2026-10-01 | Alzheimer’s multimodal diagnosis: enhancing cross-attention between speech and text | Neural Computing and Applications | Kewen Ding, Azadeh Noori Hoshyar, Tanusri Bhattacharya et al. | Federation University; Western Sydney University; Myer Foundation; … |
| 2026-10-01 | SCTFormer: Sparse Convolution Transformer Hybrid Network with Dynamic Top-k Attention for Robust Low-light Enhancement and Detection | Expert Systems with Applications | Jianpu Lin, Huiying Wang, Fangwei Lai et al. | Fuzhou University |
| 2026-10-01 | ARION: Attention-Optimized Transformer Inference on Encrypted Data | Expert Systems with Applications | Linhan Yang, Jingwei Chen, Wangchen Dai et al. | Sun Yat-sen University; Chongqing Institute of Green and Intelligent Technology; University of Chinese Academy of Sciences; … |
| 2026-10-01 | SYNAPSE-X: a calibration-aware vision transformer framework for selective referral in multi-class brain tumor MRI classification | Neural Computing and Applications | Sadaf Tabatabaee, Mohammad T. Khasawneh | Binghamton University |
| 2026-10-01 | ASGD-Net: An Intelligent Spectral Graph Diffusion Framework for Camouflaged Object Detection in Complex Visual Environments | Expert Systems with Applications | Aizaz Ali Shah, Kaleem Ullah, Adnan Hussain et al. | Sejong University |
| 2026-10-01 | DualFusion: Dual adaptive fusion for multi-view pedestrian detection via view reliability modeling and channel reweighting | Knowledge-Based Systems | Weihang Kong, Yong Wang, Hui Li et al. | Yanshan University; University of Exeter |
| 2026-10-01 | Transformer-based lightweight model and category enhancement for road garbage segmentation | Neural Computing and Applications | Suheng Peng, Jiacai Liao, Libo Cao et al. | Hunan University; Changsha University of Science and Technology |
| 2026-10-01 | Benchmarking vision transformers and convolutional networks for sugarcane leaf disease classification on a consolidated multi-source dataset | Neural Computing and Applications | Miguel Franco-Hernández, Vladimir Mejía-Domínguez, Yakdiel Rodríguez-Gallo | Universidad Don Bosco; University of El Salvador |
| 2026-10-01 | Attention-guided deep transfer learning for 33-class bacterial species classification from microscopic images | Neural Computing and Applications | Nitya Ranjan Manihira, Prabira Kumar Sethy | Sambalpur University |
| 2026-10-01 | Self-paced deep clustering: an attention model for unsupervised domain adaptive person re-identification | Applied Intelligence | Qingyu Wang, Ruchun Jia, Bo Peng et al. | Anhui Technical College of Industry and Economy; Sichuan University |
| 2026-10-01 | FedHybrid-ViT: A Federated-Hybrid Framework for Generalizable Deepfake Detection on Heterogeneous Data | Machine Learning | Abdullah Mohammad Sakib, Md. Mohashin Hossain, Mahedy Hasan Foysal et al. | International University of Business Agriculture and Technology; Dhaka International University; United International University |
| 2026-10-01 | AdaEA++: Enhanced Adaptive Model Ensemble Adversarial Attack for Boosting Adversarial Transferability | International Journal of Computer Vision | Bin Chen, Jia-Li Yin, Bo‐Hao Chen et al. | Minjiang University; Fujian Business University; Jiangsu Provincial Key Laboratory of Network and Information Security; … |
| 2026-10-01 | TextSummNet: extractive filtering model and advanced transformer based model for abstractive summarization | Neural Computing and Applications | Renugadevi Somu, R. NandaKumar, A. PharthaSarathy et al. | Anna University, Chennai |
| 2026-10-01 | Detection of causality in sentences: a comparative study of ensemble and non-ensemble approaches across embedding paradigms with explainable AI | Journal Of Big Data | C. H. Rohith, K. B. Sivachandra, Neethu Mohan et al. | Amrita Vishwa Vidyapeetham; Universitat Pompeu Fabra |
| 2026-10-01 | Dynamic embedding and implicit relation-aware self-attention for TKGC | Applied Intelligence | Shuang Liu, Xiaohui Sun, Peng Chen et al. | Dalian University; Dalian Minzu University; Dalian Neusoft University of Information; … |
| 2026-10-01 | Parallelizable memory recurrent units | Neural Networks | Florent De Geeter, Gaspard Lambrechts, Damien Ernst et al. | University of Liège |
| 2026-09-30 | A systematic evaluation of classical, transformer-based, and foundation models for photovoltaic power time-series forecasting | Neural Computing and Applications | Diaa Salman, Imad Alzeer, Wahib Isayed | Al-Quds University |
| 2026-09-30 | Dynamic modality activation for RGB-T tracking with prompt-guided enhancement and hierarchical fusion | Pattern Recognition | Bin Fan, Feng Gao, Hongmin Liu | University of Science and Technology Beijing |