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ORCIDInformation Fusion, Volume 127
Volume 127, 2026
- Youssef Hmamouche
, Ismail Chihab, Lahoucine Kdouri, Amal El Fallah Seghrouchni:
BrainDEC: A Multimodal LLM for the Non-Invasive Decoding of Text from Brain Recordings. 103589 - Slawek Smyl, Boris N. Oreshkin, Pawel Pelka, Grzegorz Dudek:
Any-quantile probabilistic forecasting of short-term electricity demand: Fusing uncertainties from diverse sources. 103637 - Xulin Song, Xing Jin, Jin Qi, Jun Liu:
Dual alignment: Partial negative and soft-label alignment for text-to-image person retrieval. 103644 - Jinguang Tong, Kaihao Zhang:
HandDiff: Spatial-temporal diffusion model for hand pose forecasting. 103647 - Fuli Zhang, Ling Zhou, Xiaoling Yu, Zhi Gong:
CVT-SimCLR: Contrastive visual representation learning with Conditional Random Fields and cross-modal fusion. 103651 - Wei Fan, Jingru Fei, Jindong Han, Jie Lian, Hangting Ye, Xiaozhuang Song, Xin Lv, Kun Yi, Min Li:
MedViA: Empowering medical time series classification with vision augmentation and multimodal fusion. 103659 - Chinmaya Mishra, Himangshu Sarma, Saravanan M.:
ChronoSentinel: Incremental temporal embedding for Security Knowledge Graph using Dynamic Reachability Centrality and Efficient language model. 103662 - Wensheng Gan, Zhenyao Ning, Zhenlian Qi, Philip S. Yu:
Mixture of experts (MoE): A big data perspective. 103664 - Feifei Kou, Ziyan Zhang, Yuhan Yao, Yuxian Zhu, Jiahao Wang, Ruiping Yuan, Yifan Zhu:
A survey on long-term traffic prediction from the information fusion perspective: Requirements, methods, applications, and outlooks. 103677 - Oumaima Khalaf, Anis Ben Ishak, Salvador García:
Towards explainable multilabel learning: Fusing label dependency analysis with monotonic decision trees. 103691 - Hao Wang, Weibo Zhang, Yinghao Xu, Huanyu Li, Peng Ren:
WaterCycleDiffusion: Visual-textual fusion empowered underwater image enhancement. 103693 - Mingwang Hu, Yi Tu, Dandan Tu, Lanjun Wang:
Targeted ensemble defense against unauthorized text-to-image identity customization. 103696 - Peijun Shi, Chee-Onn Chow, Wei Ru Wong:
Fusion techniques of frame and event cameras in autonomous driving: A review. 103697 - Mingfu Xiong, Abdul Khader Jilani Saudagar, Mohammad Hijji, Khan Muhammad, Muhammad Haris Khan:
DSFNet: Dual-fusion network with secondary clustering and feature integration for unsupervised person re-identification. 103701 - Shaohua Dong, Fangxu Hu, Bing Wei, Yi Wu:
ObjSegAD-Net: Region-aware pseudo-defect injection and dual-branch architecture for unsupervised industrial anomaly detection. 103707 - Yan Wang, Qindong Sun, Jingpeng Zhang, Dongzhu Rong, Chao Shen, Xiaoxiong Wang:
Improving deepfake detection with predictive inter-modal alignment and feature reconstruction in audio-visual asynchrony scenarios. 103708 - Zhenyong Zhang, Kuan Shao, Ruilong Deng, Xin Wang, Yishu Zhang, Mufeng Wang:
PrivLSTM: A privacy-preserving LSTM inference framework by fusing encryption and network structure for multi-sourced Data. 103711 - Senlong Qin, Qingfei Liu, Xuyang Teng, Chenyang Jin, Ruifeng Xie, Hongbin Dong, Shuying Zang, Xiaodong Yu:
Multimodal uncertainty state-space fusion network with generative endmember modeling for hyperspectral unmixing. 103712 - Shilei Tan, Yongcheng Zhou, Haoxiang Liu, Xuesong Wang, Si Chen, Wei Gong:
DeTinyLLM: Efficient detection of machine-generated text via compact paraphrase transformation. 103713 - Zhenyu Liu, Heye Zhang, Yiwen Wang, Zhifan Gao:
Embracing knowledge integration from the vision-language model for federated domain generalization on multi-source fused data. 103714 - Yi Ding, Weihua Xu:
Multi-granularity interval-intent fuzzy concept-cognitive learning: An attention-enhanced adaptive clustering framework. 103715 - Yongxiang Li, Xinyu Su, Zhong Yuan, Run Ye, Dezhong Peng, Hongmei Chen:
A kernelized fuzzy approximation fusion model with granular-ball computing for outlier detection. 103716 - Wei Huang, Hengjiang Li, Fan Qin, Jingpeng Li, Sizhuo Wang, Pengfei Yang, Luan Zhang, Yun-Shuang Fan, Jing Guo, Kaiwen Cheng, Huafu Chen:
MFA-NRM: A novel framework for multimodal fusion and semantic alignment in visual neural decoding. 103717 - Ahmed Mansour, Wu Chen, Eslam Ali, Jingxian Wang, Duojie Weng:
Towards scalable indoor positioning systems (IPS): User-centric challenges, methods, and recommendations for user-friendly crowd-powered framework. 103718 - Yanling Lu, Mengqi Li, Yejun Xu, Huaqing Qiu:
A two-stage clustering method and consensus based on trust excitation and conflict hindrance for large-scale group decision-making with complex social relationships. 103719 - Xuecheng He, Jujie Wang, Maolin He:
A robust generative dynamic transfer model for carbon emission price prediction based on multi-source information fusion and feature representation enhancement. 103720 - Zuowei Zhang, Hongpeng Tian, Jingwei Zuo, Weiping Ding:
Aggregation-based self-supervised evidential clustering for imbalanced data. 103721 - Huaping Zhou, Tao Wu, Kelei Sun, Jin Wu, Bin Deng:
Task-oriented multi-scale dynamic feature fusion for robust conveyor belt monitoring. 103722 - Wang Zou, Xia Sun, Maofu Liu, Yaqiong Xing, Xiaodi Zhao, Jun Feng:
Leveraging dependency and constituent graphs for aspect sentiment triplet extraction. 103723 - Wenlong Liu, Jiaohua Qin:
Focus and learn: boosting deep multi-view clustering via hard instance awareness. 103724 - Shanshan Wan, Shuyue Yang:
Quantum-inspired recommendation approach based on user holographic perception under deep collaboration of large model. 103725 - Ye Ni, Ruiyu Liang, Xiaoshuai Hao, Jiaming Cheng, Qingyun Wang, Chengwei Huang, Cairong Zou, Wei Zhou, Weiping Ding, Björn W. Schuller:
Affine modulation-based audiogram fusion network for joint noise reduction and hearing loss compensation. 103726 - Haifeng Sang, Wangxing Chen, Zishan Zhao:
Review of pedestrian trajectory prediction based on graph neural networks. 103727 - Kun Ren, Zhengzhen Li, Yongping Du, Honggui Han, Yufeng Wu:
FII-DETR: Few-shot object detection with fully information interaction. 103728 - Xiaodong Zhang, Jie Bao, Jianlei Chi, Jun Sun, Zijiang Yang:
Comprehensively evaluating the perception systems of autonomous vehicles against hazards. 103729 - Zhonghang Li, Tianyi Chen, Yong Xu:
AirGPT: Spatio-temporal large language model for air quality prediction. 103730 - Wenhao Wang, Hao Gu, Zhixuan Wu, Hao Chen, Xingguo Chen, Fan Shi:
PTFusion: LLM-driven context-aware knowledge fusion for web penetration testing. 103731 - Zheng Cong, Yifeng Zhou, Li Wu, Lin Tian, Zhipeng Chen, Minglei Guan, Li He:
PGF-Net: fusing physical imaging model with self-attention for robust underwater feature detection. 103732 - Jibing Gong, Jiquan Peng, Wei Wang, Wei Zhou, Chaozhuo Li, Philip S. Yu:
Beyond embedding-mapping: Social network alignment via generative information fusion and LLM-guided iterative mechanism. 103733 - Zhaoxu Xing, Da-Fang Zhang, Kun Xie, Jinxiong Fang, Xia-An Bi:
HSCFA: Hierarchical sparse and collaborative fusion attention with large foundation models for diagnosing Alzheimer's disease. 103734 - Sangyeop Kim, Jaewon Jung, Taeseung You, Sungzoon Cho:
Fusing sequential recommender and ad-hoc planner for multi-faceted preference understanding in conversational recommendation. 103735 - Sahar Hassani, Ulrike Dackermann, Mohsen Mousavi, Samir Mustapha, Jianchun Li:
AAE-CycleWGAN fusion framework for generating fused strain data from sparse to dense domains in bridge monitoring systems. 103736 - Anabia Sohail, Iyyakutti Iyappan Ganapathi, Basit Alawode, Sajid Javed, Mohammed Bennamoun, Arif Mahmood:
ConVLM: Context-guided vision-language model for fine-grained histopathology image classification. 103737 - Kaijun Mai, Chen Chen, Yuhongxu Feng, Ao Li, Liang Xi:
Dual-level principal component fusion networks for synthetic speech detection. 103738 - Shichuang Xie, Tong Qiao, Sheng Li, Xinpeng Zhang, Jiantao Zhou, Guorui Feng:
DeepFake detection in the AIGC era: A survey, benchmarks, and future perspectives. 103740 - Bin Pu, Mingjian Yang, Yan Kang, Guanyuan Chen, Pengchen Liang:
Hierarchical knowledge fusion for enhanced health event prediction: Discriminating between frequent and new diseases. 103741 - Peijie You, Lei Wang, Anh Nguyen, Xin Zhang, Baoru Huang:
Channel-adaptive generative reconstruction and fusion for multi-sensor graph features in few-shot fault diagnosis. 103742 - Dingkang Yang, Jinjie Wei, Mingcheng Li, Jiyao Liu, Lihao Liu, Ming Hu, Junjun He, Yakun Ju, Wei Zhou, Yang Liu, Lihua Zhang:
MedAide: Information fusion and anatomy of medical intents via LLM-based agent collaboration. 103743 - Linlin Ding, Yinghao Gu, Mo Li, Yishan Pan, Xiaoyang Wang, Ningning Cui, Xin Wang, Yongxin Tong:
HyIE: An internal-external induced embedding for knowledge hypergraph link prediction. 103744 - Ruobing Li, Yifan Feng, Lin Shen, Liuxian Ma, Haojie Zhang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller:
FedVCPL-Diff: A federated convolutional prototype learning framework with a diffusion model for speech emotion recognition. 103745 - Wei Zhang, Xinci Liu, Tong Chen, Wenxin Xu, Collin Sakal, Ximing Nie, Long Wang, Xinyue Li:
Bridging imaging and genomics: Domain knowledge guided spatial transcriptomics analysis. 103746 - Xufeng Chen, Liang Yan, Xiaoshan Gao:
Fault-tolerant consensus and fault estimation for uncertain multi-agent systems. 103747 - Shuoling Zhou, Sirui Fu, Wenbo Wang, Shuguang Liu, Lei Yang, Mingyue Cai, Qianjin Feng, Meiyan Huang:
Multi-tissue deep fusion network for prediction of pulmonary metastasis in hepatocellular carcinoma. 103748 - Chuang Yu, Yunpeng Liu, Jinmiao Zhao, Dou Quan, Zelin Shi, Xiangyu Yue:
Relational representation learning network for cross-spectral image patch matching. 103749 - Zhizheng Zhang, Pengcheng Wei, Peilian Wu, Jindou Zhang, Boshen Chang, Zhenfeng Shao, Mingqiang Guo, Liang Wu, Jiayi Ma:
CM2-STNet: Cross-modal image matching with modal-adaptive feature modulation and sparse transformer fusion. 103750 - Shan Jiang, Wenchang Chai, Mingjin Zhang, Jiannong Cao, Shichang Xuan, Jiaxing Shen:
Verifying energy generation via edge LLM for web3-based decentralized clean energy networks. 103752 - Tengpeng Chen, Chen Zhang, Weize Jing, Yi Shyh Eddy Foo, Lu Sun, Nianyin Zeng:
Distributed multi-agent fusion state estimation method based on finite-time average consensus for large-scale power systems. 103753 - Shan Gai, Qiyao Liang, Yihao Ni:
RQCMFuse: a reduced biquaternion-driven collaborative modeling network of infrared saliency and visible color-detail for infrared and visible image fusion. 103754 - Zecong Ye, Hexiang Hao, Yueping Peng, Wei Tang, Xuekai Zhang, Baixuan Han, Haolong Zhai:
MBUDet: Misaligned bimodal UAV target detection via target offset label generation. 103756 - Yuhua Li, Shan Jiang, Zhiyong Yang, Liwen Wang, Shuangying Wang, Zeyang Zhou:
Brain tumor segmentation via cross-modality semi-supervised transfer learning with 3D MRI diffusion model synthetic ultrasound. 103757 - Jinglong Duan, Shiqing Wu, Weihua Li, Quan Bai, Minh Nguyen, Jianhua Jiang:
BotDMM: Dual-channel multi-modal learning for LLM-driven bot detection on social media. 103758 - Huamao Jiang, Fazlullah Khan, Ryan Alturki, Bandar Alshawi, Xiangjian He, Syed Tauhid Ullah Shah:
FUSE-IS: multi-modal data fusion for carbon-aware security in industrial energy systems. 103759 - Yuanyuan Zhou, Ligang Zhou:
Dynamic adaptive consensus reaching process with risk attitude for multi-criteria group decision making. 103760 - Dezhi Sun, Jiwei Qin, Weilin Tang, Xizhong Qin, Fei Shi, Minrui Wang, Zhenliang Liao:
DS-HBI: Dual-stream fusion forecasting model with historical backfilling imputation. 103761 - Shuliang Wang, Jiabao Zhu, Kaibo Wang, Sijie Ruan:
LeCDSR: Large language model enhanced cross-domain sequential recommendation. 103762 - Fu-Quan Zhang, Kai-Hong Chen, Tsu-Yang Wu, Yang Hong, Jia-Jun Zhu, Chao Chen, Lin-Juan Ma, Jia-Xin Xu:
MOGAR: Multi-view optical and geometry adaptive refinement for high-fidelity 3D asset generation. 103763 - Yongjian Li, Meng Chen, Mingsen Du, Shoushui Wei:
A multi-stage cuff-less continuous blood pressure estimation method for overcoming subject specificity. 103764 - Hanzhi Chen, Jingbin Que, Kexin Zhu, Zhide Chen, Fei Zhu, Wencheng Yang, Xu Yang, Xuechao Yang:
MALM-CLIP: A generative multi-agent framework for multimodal fusion in few-shot industrial anomaly detection. 103765 - Mingying Xu, Fei Hou, Jie Liu, Mengmei Zhang, Lei Shi, Feifei Kou, Lei Guo, Philip S. Yu, Xuming Hu:
Multimodal named entity recognition in the era of large pre-trained models: A comprehensive survey. 103767 - Pratibha Sharma, Ankit Kumar, Subit K. Jain:
Ultrasound image segmentation: A systematic review of deformable models from classical techniques to intelligent advancements. 103768 - Taiqin Chen, Hao Sha, Yifeng Wang, Yuan Jiang, Shuai Liu, Zikun Zhou, Ke Chen, Yongbing Zhang:
A channel- adaptive and plug-and- play framework for hyperspectral image analysis. 103770 - Minghao Wang, Shaoyi Du, Juan Wang, Hongcheng Han, Huanhuan Huo, Dong Zhang, Shanshan Yu, Jue Jiang:
A segment anything model for transesophageal echocardiography based on bidirectional spatiotemporal context fusion. 103771 - Junxin Chen, Renlong Zhang, Zhiheng Ye, Wen-Long Shang, Sibo Qiao, Zhihan Lyu:
Label-conditioned multi-GAN fusion: A robust data augmentation strategy for medical image segmentation. 103773 - Dan Liu, Zhouli Shen, Ai Peng, Zhiyuan Ma, Jinpeng Mi, Mao Ye, Jianwei Zhang:
JSS-CLIP: Boosting image-to-video transfer learning with JigSaw side network. 103775 - Marco Mari, Lauro Snidaro:
Ensemble of KalmanNets with innovation-based attention for robust target tracking. 103777 - Guodong Fan, Shuteng Hu, Jingchun Zhou, Min Gan, C. L. Phlip Chen:
Color and texture count alike: An underwater image enhancement method via dual-attention fusion. 103780 - Illia Fedorin:
Virtual PPG reconstruction from accelerometer data via adaptive denoising and cross-Modal fusion. 103781 - Bocheng Zhao, Wenxing Zhang, Lei Bao, Wucheng Wang, Zhenyu Kong, Qiguang Miao:
CMF: Prediction refinement via complementary manifold-based multi-model fusion. 103782 - Liang Zeng, Xinyi Lin, Shanping Yu:
Hallucination-resistant multimodal content generation through knowledge graph-based reinforcement learning. 103783 - Wooyoung Kim, Wooju Kim:
Addressing information bottlenecks in graph augmented large language models via graph neural summarization. 103784 - Yue Ni, Donglin Xue, Weijian Chi, Ji Luan, Jiahang Liu:
CSFAFormer: Category-selective feature aggregation transformer for multimodal remote sensing image semantic segmentation. 103786 - Dihua Wu, Yi Lu, Donger Yang, Di Cui, Mingchuan Zhou, Jinming Pan, Yibin Ying:
A low-stress dual-modal imaging system and dead chicken detection method for commercial layer farms. 103787 - Jin-Liang Xiao, Ting-Zhu Huang, Liang-Jian Deng, Huidong Jiang, Qibin Zhao, Gemine Vivone:
Unsupervised coefficient learning framework for variational pansharpening. 103790
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