| 2026-10-23 | Polarimetric underwater imaging via manifold-constrained transmission refinement | Knowledge-Based Systems | Liuyan Lu, Yuxiang Lu, Chaoyue Hu et al. | Tianjin University |
| 2026-10-23 | AlignVSS: Alignment-enhanced feature propagation and distillation for efficient Video Semantic Segmentation | Knowledge-Based Systems | Teng Li, Shumin An, Qingmin Liao et al. | Tsinghua Shenzhen International Graduate School; Tsinghua University; Hong Kong University of Science and Technology; … |
| 2026-10-21 | CFM: An efficient framework for footprint matching in crime scenes | Knowledge-Based Systems | Liman Liu, Han Wu, Xinyu Cheng et al. | |
| 2026-10-21 | Anchor-guided feature manifold distortion for attacking dynamic hypergraph neural networks | Knowledge-Based Systems | Meixia He, Keke Tang, Junhong He et al. | |
| 2026-10-21 | Optimization-aware trustworthy AI: A gradient-based multi-objective learning framework | Knowledge-Based Systems | Mirka Saarela, Prabha M. Kumarage | University of Jyväskylä |
| 2026-10-21 | InfoDisent: Explainability of image classification models by information disentanglement | Knowledge-Based Systems | Łukasz Struski, Dawid Rymarczyk, Jacek Tabor | |
| 2026-10-19 | AI-driven personalisation, perceived security and mobile banking continuance: a knowledge-based systems framework for digital trust in emerging markets | Knowledge-Based Systems | Ece Kozol | |
| 2026-10-19 | DAGFNet: a degradation-aware gated fusion network for object detection in adverse weather and low-light scenes | Knowledge-Based Systems | Zhenyuan Wu, Di Wu, N Li | Chinese Academy of Sciences; Changchun Institute of Optics, Fine Mechanics and Physics |
| 2026-10-19 | DReX: An explainable deep learning-based multimodal recommendation framework | Knowledge-Based Systems | Adamya Shyam, Venkateswara Rao Kagita, Bharti Rana et al. | University of Delhi; National Institute of Technology Warangal |
| 2026-10-18 | MSMCFA-Net: A multi-scale multi-channel feature attention network for enhanced wind speed forecasting in renewable energy systems | Knowledge-Based Systems | Hossein Noori, Gholamreza Memarzadeh, Mohammad Hossein Gholizadeh et al. | Vali Asr University of Rafsanjan; Semnan University |
| 2026-10-17 | EcSMNet: edge-structured sparse mask modeling for knowledge-efficient hyperspectral reconstruction | Knowledge-Based Systems | Mengqian Chen, Jie Li, Shibin Ma et al. | |
| 2026-10-17 | Cyclic phase and reference recovery from event-window LDP motion descriptors | Knowledge-Based Systems | Yaxuan Wang, Yadi Wen, Rong Du et al. | Taiyuan University of Technology |
| 2026-10-17 | HIN: A unified framework for knowledge-dense overlapping Multimodal Relation Extraction | Knowledge-Based Systems | Hailin Wang, Hangyi Ren, Dan Zhang et al. | Ministry of Education of the People's Republic of China; Southwestern University of Finance and Economics; University of Electronic Science and Technology of China |
| 2026-10-17 | FDFNet: A Full-stage Dual-dimensional Fusion Network for Visual Grounding | Knowledge-Based Systems | Shishu Hong, Yangchuanlin Cheng, Aoao Zhao et al. | Wuhan University of Technology; Chinese University of Hong Kong |
| 2026-10-17 | Dual-space optimization for multi-LoRA fusion: Mitigating parameter conflicts in both parameter and fusion-weight space | Knowledge-Based Systems | Yanghui Huang, Donglin Cao, Dazhen Lin | |
| 2026-10-16 | DAGSL: Distribution-aware graph structure learning | Knowledge-Based Systems | Wenbo Zheng, Gang Xiao, Tao Wang et al. | |
| 2026-10-15 | METRO: A general and multi-view trajectory representation framework for dynamic urban environments | Knowledge-Based Systems | Yuanzhang Zhao, Leixiao Li, Hao Lin et al. | Nankai University; Inner Mongolia University of Technology |
| 2026-10-15 | GLoMa-Nav: Global–local Mamba world modeling with history-conditioned prediction in vision-and-language navigation | Knowledge-Based Systems | Xiaojian Geng, Shengkai Liu, Yuanjie Liu et al. | Harbin Institute of Technology; Lanzhou University of Technology |
| 2026-10-15 | Self-supervised learning based etching process modeling: Bridging simulation and experimental data | Knowledge-Based Systems | Zhenjie Yao, Ziyi Hu, D. S. Shang et al. | Chinese Academy of Sciences; Institute of Microelectronics; University of Chinese Academy of Sciences |
| 2026-10-15 | Toward class-imbalanced node classification by Causality-Inspired Invariant Representation Disentanglement | Knowledge-Based Systems | Xinxin Liu, Jie Cao, Hong Zhao | Minnan Normal University; Hefei University of Technology; Fuzhou University |
| 2026-10-15 | Prediction of polyurethane foam density using hybrid feature screening and comparative hyperparameter optimization of machine learning models | Knowledge-Based Systems | Oluwayomi Joel Oyejide, Faiz Ahmad, Joseph Achebo et al. | Universiti Teknologi Petronas; Federal University of Petroleum Resource Effurun; University of Benin; … |
| 2026-10-15 | Quantile Affine Geometry: Exact linearization of 1D Wasserstein primitives for scalable machine learning | Knowledge-Based Systems | Mohamad Hasan Bahari, Mohammad Parsa Etemadheravi | |
| 2026-10-14 | A transferable adversarial attack method via Loss Surface Guided Gradient Optimization | Knowledge-Based Systems | Chuan Ye, Xiaoqing Yang, Yunhan Li et al. | Southwest Petroleum University; Sichuan University; Huzhou College |
| 2026-10-14 | Adaptive weight learning for robust unsupervised sparse feature selection | Knowledge-Based Systems | Jian Wang, Zebaio Hu, Zhilei Sun et al. | China University of Petroleum, East China; Huzhou Normal University; Qingdao National Laboratory for Marine Science and Technology; … |
| 2026-10-14 | SDDF-BEV: Uncertainty-aware spatio-temporal fusion for pure vision Bird’s-Eye-View 3D object detection | Knowledge-Based Systems | Wei Zhang, Xulu Xia, Xingliang Zhu et al. | University of Science and Technology of China; Hefei Institutes of Physical Science; Institute of Intelligent Machines; … |
| 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 |
| 2026-10-13 | Bootstrap Wasserstein alignment for stable feature attribution in low-data regimes | Knowledge-Based Systems | Mujahidul Islam, Priya Dubey | |
| 2026-10-13 | Giving stateless agents a sense of time: A reconsolidating episodic–semantic memory architecture | Knowledge-Based Systems | Gian Maria Santi | University of Bologna |
| 2026-10-13 | Spec-SSM: Adaptive causal smoothing decomposition and local-to-context residual aggregation for long-term time series forecasting | Knowledge-Based Systems | Zhiyong An, ShaoMian Zhu | |
| 2026-10-13 | Gated Spline-Wavelet Kolmogorov-Arnold Recurrent Unit for multi-agent reinforcement learning | Knowledge-Based Systems | Yufan Lu, Hongli Zhang, Sha Wei et al. | Shanghai University; Yango University; Shanghai Academy of Environmental Sciences |
| 2026-10-13 | Answer-oriented collaborative distillation for multi-stage evidence-augmented question answering | Knowledge-Based Systems | Yaying Wu, Tao Wang, Yurong Qian et al. | Xinjiang University |
| 2026-10-12 | Image classification via discriminative multi-task group sparse learning | Knowledge-Based Systems | Weiye Wang, Caikou Chen, Xiaoguang Qiao | Yango University; Yangzhou University |
| 2026-10-12 | Fault-SAM: An interactive cross-domain foundation model for 3D seismic fault segmentation | Knowledge-Based Systems | Zhou Guangyue, Guangyue Zhou | China University of Petroleum, East China |
| 2026-10-12 | An Edge-conditioned Dynamic Attention Network with Choquet-inspired Fusion for multimodal remote sensing image semantic segmentation | Knowledge-Based Systems | Haoran Lv, Peixian Li, 李云涛 et al. | Jilin University; State Key Laboratory on Integrated Optoelectronics; Changchun University of Science and Technology |
| 2026-10-12 | Multi-Input Learning for information-efficient neural networks via feedback-stabilized representation reuse | Knowledge-Based Systems | Zeyu Zhang, Zhiyu Qiu, Kaige Chen et al. | Kanazawa University; Jiangsu Ocean University |
| 2026-10-12 | Enhancing large language model-based systems for end-to-end circuit analysis problem solving | Knowledge-Based Systems | Liang‐Liang Chen, Weiyu Sun, Huiru Xie et al. | Georgia Institute of Technology |
| 2026-10-11 | AGMoE: Adaptive Graph Mixture of Experts for industrial process zero-shot soft sensing with limited labeled data | Knowledge-Based Systems | Le Yao, Jiaqi Shen, Jiabei Liu et al. | Hangzhou Normal University; Zhejiang University; Guangdong University of Petrochemical Technology |
| 2026-10-11 | LiteSent: a lightweight adaptive multi-scale framework for social media and review-based sentiment classification | Knowledge-Based Systems | Dharmendra Dangi, Dheeraj Kumar Dixit, Amit Bhagat | Indian Institute of Information Technology Bhopal; Madhav Institute of Technology & Science; Maulana Azad National Institute of Technology |
| 2026-10-11 | Beyond semantic consistency: Event-level multimodal fake news detection via mutual guidance | Knowledge-Based Systems | Shujie Yang, Dengtai Tan, Jing Wang et al. | Gansu Institute of Political Science and Law |
| 2026-10-10 | Enhancing session-based recommendation via large language models: A counterfactual method | Knowledge-Based Systems | Xinglong Wu, Sheng Yin, Yu Tai et al. | Anhui University of Science and Technology; Harbin Institute of Technology; Peng Cheng Laboratory |
| 2026-10-10 | StreamWatch: Decoupled streaming video understanding for interpretable surveillance anomaly detection | Knowledge-Based Systems | Zilong Wang, Hao Wu, Junlong Tong et al. | Eastern Institute of Technology, Ningbo; Shanghai Jiao Tong University |
| 2026-10-10 | BANAR: Self-feedback stealthy backdoor attack in federated learning | Knowledge-Based Systems | Yu Qiao Deng, Yuling Mu, Songlei Wang et al. | Yanshan University |
| 2026-10-09 | Semantic-Clustered Multimodal Prompt Tuning for long-tailed visual recognition | Knowledge-Based Systems | Binlong Dong, Yuge Xu | South China University of Technology |
| 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 | GCAL: Group-centered collaborative advantage learning for policy optimization in multi-agent systems | Knowledge-Based Systems | Yiwu Hu, Si Shi, Zhen Tian et al. | Shenzhen University; Guangdong Laboratory of Artificial Intelligence and Digital Economy (Shenzhen) |
| 2026-10-09 | CaCoL: Causality-Aware Multi-Centroid Contrastive Learning for multivariate time series anomaly detection | Knowledge-Based Systems | Xiaofei Mu, Ye Tao, Hao Lu et al. | China University of Petroleum, East China; Qingdao University of Science and Technology; Shandong Normal University |
| 2026-10-09 | CoExpert-AD: An expert-collaborative multimodal reasoning framework for industrial anomaly detection | Knowledge-Based Systems | Chen Liu, Rui Song, Qiang Fang et al. | State Key Laboratory Fluid Power and Mechatronic Systems; Zhejiang University |
| 2026-10-08 | Analysing diverse complex open-source images to assess face mask usage for epidemiological studies | Knowledge-Based Systems | Hang Ding, Ashley Lindsay Quigley, Valentina Costantino et al. | The University of Queensland; UNSW Sydney; Kirby Institute; … |
| 2026-10-07 | CGNC: Confidence-Guided Neighbor Consensus for semi-supervised learning | Knowledge-Based Systems | Ahmed Abbas Jaber, Mengzi Tang, Zhishu Shen et al. | Wuhan University of Technology |
| 2026-10-07 | Defect SAM Adapter: Dual-path dynamic adapting Segment Anything Model for surface defect segmentation | Knowledge-Based Systems | Xudong Yang, Xinnan Fan, Peiyu Zhao et al. | Hohai University |