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Information Fusion, Volume 125
Volume 125, 2026
- Yibin Xiao
, Xueling Ma
Group decision-making in heterogeneous multi-scale information fusion: Integrating overconfident and non-cooperative behaviors. 103401 - Xiaoyuan Deng, Jinhai Li
Uncertain multi-conceptual information acquisition and fusion for hierarchical classification. 103421 - Guangchang Cai, Fuqun Chen, Ke-Pei Wen, Ying Li, Le Ou-Yang
Identifying spatial domains from spatial multi-omics data using consistent and specific deep subspace learning. 103428 - Mengchun Ma, Bin Yu, Weiping Ding
A fusion method for large-scale online review ranking. 103429 - Sapdo Utomo, Ayush Pratap
When explainable artificial intelligence meets data governance: Enhancing trustworthiness in multimodal gas classification. 103440 - Yuan Gao
Preference learning for multi-criteria sorting with interacting criteria: A framework integrating threshold-based value-driven sorting procedure with attention network. 103443 - Guowei Dai
Interpretable breast cancer identification by multi-view synergistic feature fusion interaction in dense breast tissue. 103446 - Chenbo Zhao
Street Space Quality Improvement: Fusion of Subjective Perception in Street View Image Generation. 103467 - Xuyang Li
SeaMo: A season-aware multimodal foundation model for remote sensing. 103334 - Xingru Huang
Multi-aspect fusion in foundational large vision model for visible light medical imaging segmentation. 103385 - Huan Kang
GrFormer: A novel Transformer on Grassmann manifold for infrared and visible image fusion. 103402 - Hao Yu, Shichao Zhang, Jiaye Li
Semi-Supervised Majority Voting for crowdsourcing. 103412 - Chang Liu
COMO: Cross-mamba interaction and offset-guided fusion for multimodal object detection. 103414 - Zecheng Wang, Deyuan Liu, Chunshan Li, Dianhui Chu, Weipeng Chen, Bingning Wang, Dianbo Sui:
Towards enhanced LLM pretraining: Dynamic checkpoint merging via generation quality. 103415 - Jiyuan Wang, Weishan Ye, Jialin He, Li Zhang, Gan Huang, Zhuliang Yu, Zhen Liang:
Integrating biological and machine intelligence: Attention mechanisms in brain-computer interfaces. 103417 - Xiaorui Ma, Haoran Xie
Efficiently Integrate Large Language Models with Visual Perception: A Survey from the Training Paradigm Perspective. 103419 - Honglei Zhang
A comprehensive review of sEMG-IMU sensor fusion for upper limb movements pattern recognition. 103422 - Yang Jiao
Marginal distributionally robust fusion of probability density functions. 103423 - Kunyang Wu
DIFNet: Dual-Information Fusion Network for depth completion. 103424 - Qian Liu, Hang Yu, Qiqi Wang, Qi Xu, Jinpeng Li
Legal knowledge infusion for large language models: A survey. 103426 - Muhammad Sher Afgan
FaceExpr: Personalized facial expression generation via attention-focused U-Net feature fusion in diffusion models. 103431 - Xifeng Hu, Yankun Cao, Weifeng Hu, Shanshan Wang, Subhas Chandra Mukhopadhyay, Yu Liu, Huafeng Li, Yujun Li, Qing Cai
Expert knowledge-guided multi-granularity multi-scale fusion for weakly-supervised histological segmentation. 103432 - Huiqin Zhang, Shihan Yao, Jiayi Ma, Junjun Jiang, Yanduo Zhang, Huabing Zhou
SPGFusion: Semantic Prior Guided Infrared and visible image fusion via pretrained vision models. 103433 - Yu-Lin He
A data-driven fused kernel density estimator for multi-modal distribution. 103434 - Sekione Reward Jeremiah, Abir El Azzaoui, Stefanos Gritzalis, Jong Hyuk Park:
Multi-view learning and model fusion framework for threat detection in multi-protocol IoMT networks. 103435 - Katarzyna Woznica, Piotr Wilczynski
SeFNet: Linking tabular datasets with semantic feature nets. 103436 - Hang Gao, Xinming Wu
A foundation model enpowered by a multi-modal prompt engine for universal seismic geobody interpretation across surveys. 103437 - Yinghao Zhuang, Yibin Li, Yan Song
Personalized federated learning for fault diagnosis with mixture of experts. 103439 - Ruizhi Wang, Zhenghua Xu, Xiangtao Wang, Weipeng Liu, Thomas Lukasiewicz:
C2M-DoT: Cross-modal consistent multi-view medical report generation with domain transfer network. 103442 - Chao Wang, Siyuan Wei, Juntong Qi:
MatchNav: LLM-based enhanced description and instruction matching in vision-and-language navigation. 103444 - Justyna Witulska
Identifying the temporal distribution structure in multivariate data for time-series segmentation based on two-sample test. 103445 - Jiaxuan Zhao
S3Diffuser: Frequency selected state space guided diffusion model for multimodal fusion classification. 103447 - Yichen Liu, Qianqian Ren, Shengxi Fu, Yong Liu:
KAN-infused social recommendation: A contrastive graph learning approach with bidirectional feature fusion. 103448 - Liang Du
A dual mixture-of-experts framework for multi-view K-means clustering with view balance and regional sparsity. 103449 - Zhenzhou Tian
Enhancing vulnerability detection by fusing code semantic features with LLM-generated explanations. 103450 - Tao Wang, Xiaoyu Chen, Zhiquan Liu
DiffuShield: Flexible privacy-preserving synthetic face generation via generative diffusion model. 103451 - Xabier Gonzalez-Garcia
Efficient online generation of fuzzy measures via aggregation functions. 103452 - Jian Liu
Multi-Scale Data Fusion and AdaptiveLoss Kolmogorov-Arnold Network for multivariate time series forecasting. 103454 - Dexuan Xu, Yanyuan Chen, Zhongyan Chai, Yifan Xiao, Yandong Yan, Weiping Ding
Knowledge fusion in deep learning-based medical vision-language models: A review. 103455 - Yuanyuan Sun, Qing Yang, Xinyu Ji, Yuyan Zhang, Siyi Yu, Meng Si, Yuanyuan Xiang, Bing Ji
GLIR-GaitNet: Global-Local Interaction Rebalancing Network for gait-based disease diagnosis. 103456 - Xiangyu Li
Anatomic-kinetic fusion network for pituitary gland and microadenoma segmentation in multi-phase DCE-MRI. 103457 - Chao Lian
MVFusion-TSC: A multi-view fusion image-based network for time series classification. 103458 - Qizhou Wang, Li Pang, Xiangyong Cao, Zhiqiang Tian, Deyu Meng:
HIDFlowNet: A flow-based deep network for hyperspectral image denoising. 103459 - Jiangyuan Wang, Qiong Liu, Mingjie Cai
Neural Connected Kernel based Multiple Kernel Clustering. 103460 - Jinrong Cui, Xiaohuang Wu, Haitao Zhang, Chongjie Dong, Jie Wen
Structure-guided deep multi-view clustering. 103461 - Zhangkai Wu, Qi Zhang, Junxian Zhou, Hui Chen, Yanfang Liu:
WAVAE: A Weakly Augmented Variational Autoencoder for Time Series Anomaly Detection. 103462 - Yu Yang
Shifting decision boundary against adversarial semantic attacks in Latent Diffusion Models. 103463 - Yue Li, Xinzheng Niu, Jiahui Zhu, Shuai Wen, Fan Min:
Multi-Scale Temporal Graph Contrastive Embedding for urban region representation. 103464 - Pablo Miralles-González, Javier Huertas-Tato, Alejandro Martín
Not all tokens are created equal: Perplexity Attention Weighted Networks for AI-generated text detection. 103465 - Zhi Ma
Integrating ensemble learning and Large Language Models for efficient formal verification of IP-based aerospace systems. 103466 - Ghalya Alwhishi
Trust verification in information fusion-based autonomous monitoring systems using 9-valued logic. 103468 - Wenqian Shang, Kang Song
Semantic space aligned multimodal fake news detection. 103469 - Lazarus Kwao
MCDF: Multimodal information fusion and causal analysis for election misinformation detection. 103470 - Yongqiang Li
DyFuse: Dynamic fusion for weakly-supervised semantic segmentation in autonomous driving scenes. 103471 - Yuhan Xiu, Xiangrong Tong
Dual-layer cross-modal alignment recommendation based on the diffusion model. 103472 - Jyoti Prakash Sahoo
Choir-IDS: A federated learning framework for fidelity-calibrated explainable intrusion detection system for edge-IoT networks. 103473 - Yu Yan, Lei Zhang, Jiayi Li, Leyi Zhang, Zhang Yi:
FUNet: Frequency Channel Multi-Modal Fusion and Uncertain Region Adjustment Network for brain tumor segmentation. 103474 - Sun Zhequ, Siyu Wang, Ning Lu, Wenbo Shi, Zhiquan Liu:
MDVul: A semantic-based complex dependency code vulnerability detection using fusion path. 103475 - Yiming Zhang, Hongqing Zhu
Graph mapping Mamba network for automated macular edema diagnosis from fundus images. 103476 - Wenhe Xing, Jingsong Lv, Yipeng Zhou, Shiting Wen, Detian Zhang:
Knowledge-Flow Contrastive Learning for recommendation. 103477 - Ke Fu, Zhengru Ren
Multi-task prediction of wind speed and time-varying wind shear coefficient using dynamic graph interactive neural network. 103478 - Zhenchao Tang, Guanxing Chen, Shouzhi Chen, Haohuai He, Jiehui Huang, Tiejun Dong, Jun Zhou, Lu Zhao, Linlin You, Calvin Yu-Chian Chen
Modal-NexT: Towards unified heterogeneous cellular data integration. 103479 - Jie Hu
JTFNet: A joint time-frequency domain network for multivariate time series forecasting. 103480 - Yu Wang, Ke Sun, Zhaohui Guo:
Auxiliary diagnosis of depression in youth based on 3D-CBSResNet12 and multi-modal fusion strategy. 103482 - Runshan Xie
Fuzzy Apriori classifier enhanced by stacking and adversarial knowledge assistance. 103483 - Jinmuzi Zhang
Data-driven large-scale group graph model for conflict resolution under the three-dimensional preference. 103485 - Yuqian He, Hongmei Chen, Biao Xiang, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Alzheimer's disease detection based on flexible optimal graph fusion of multimodal low rank sparse feature selection. 103486 - Zhongchen He, Peng Wang
DADIGAN: A dual attention blocks-based disentangled iterative Generative Adversarial Network for cloud and shadow removal on SAR and optical images. 103487 - Yiyan Zhang
Adaptive multi-stage fusion of hyperspectral and LiDAR data via selective state space models. 103488 - Zexu Lin, Xu Zhang
Hierarchical Mixture-of-Experts model for unified code search. 103489 - Yuqin Lin
Gestural feature extraction and multi-feature co-activation for dysarthric speech recognition. 103490 - Jinhui Zheng
RVAFM: Re-parameterizing Vertical Attention Fusion Module for handwritten paragraph text recognition. 103491 - Qiuyu Ding
Cross-lingual semantic information fusion for word translation enhancement. 103492 - Xuan Zang
Molecular representation learning via multimodal fusion and decoupling. 103493 - Hailong Cao
A knowledge-fused maximum mean discrepancy for cross-lingual named entity recognition. 103494 - Hubert Truchan
SIREN: Scalable isotropic recursive column multimodal neural architecture. 103500 - Sion An
Subject-adaptive meta-learning for personalized BCI: A fusion of resting-state EEG signal and task-specific information. 103501 - Pengshuo Wang
Learning-based data fusion joint optimization of energy cost and resource allocation in modern energy systems. 103502 - Khadija Akbar Shah, Zahid Halim, Sajid Anwar, Chung-Chian Hsu, Imad Rida:
Multi-sensor data fusion for smart healthcare: optimizing specialty-based classification of imbalanced EMRs. 103503 - Yanjing Guo, Fanyong Meng, Yiran Wang:
Consensus adjustment mechanism in view of coalition structure-based cooperative game for group decision making with distribution linguistic preference relations. 103508 - Jianguo Ju, Tongtong Zhang, Wenhuan Song, Zidong Xiao, Huijuan Tu, Ziyu Guan, Fa Zhu, David Camacho
Collaborative learning of dynamic and static information for medical image segmentation. 103509 - Liguo Fei, Tao Li, Weiping Ding
Adaptive multi-source information fusion for intelligent decision-making in emergencies: Integrating personal, event, and environmental factors. 103512 - Peixin Sun, Wenshan Zhao
TSSF-CapsNet: Capsule network with temporal-spectral-spatial fusion for EEG-based seizure prediction. 103513 - Tao Wang, Tingting Lin, Zhiquan Liu
ADPGAN: Adaptive Differential Privacy-Preserving GAN for image privacy. 103515 - Xiaohong Pan, Shi-Fan He, Ying-Ming Wang, Luis Martínez
An ExpTODIM based multi-criteria sorting method under uncertainty. 103519 - Ningning Jia, Cuiyou Yao:
QUARTER: An LLM-enhanced quaternion graph attention network for entity alignment between temporal knowledge graphs. 103520 - Qing Liu, Hongqing Zhu
Diagnosis of retinal diseases driven by Mamba multi-modal CLIP auxiliary fusion network. 103523
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