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ORCIDInformation Fusion, Volume 130
Volume 130, 2026
- Jianfeng He, Linlin Yu, Changbin Li, Runing Yang, Fanglan Chen, Kangshuo Li, Min Zhang
, Shuo Lei, Xuchao Zhang, Mohammad Beigi, Kaize Ding, Bei Xiao, Lifu Huang, Feng Chen, Ming Jin, Chang-Tien Lu:
Survey of uncertainty estimation in LLMs - Sources, methods, applications, and challenges. 104057 - Yifan Han, He Huang, Yu-E Sun, Jia Liu, Yang Du, Shigang Chen:
FuseMeter: An efficient framework for generic per-flow traffic measurement. 104065 - Giuseppe De Simone, Luca Greco, Alessia Saggese, Mario Vento:
Integrating visual and audio cues for emotion and gender recognition: A multi modal and multi task approach. 104071 - Han Feng, Pengyang Song, Yinuo Ren, Hanfeng Zhou, Jue Wang:
Shrinkage matters: evidence from accuracy-diversity trade-off in regression ensembles. 104073 - Yihao Ding, Soyeon Caren Han, Zechuan Li, Hyunsuk Chung:
SynJAC: synthetic-data-driven joint-granular adaptation and calibration for domain specific scanned document key information extraction. 104074 - Xingyu Shen, Jinshi Xiao, Xiang Zhang, Long Lan, Xinwang Liu:
Span-aware temporal aggregation network for video moment retrieval. 104075 - Dongdong Li, Li Ding, Zhe Wang, Ke Zhao:
DepressInstruct: Instruction tuning of large speech-language models for depression detection. 104077 - Zhipeng He, Wenzhe Liu, Lian Wu, Jinrong Cui, Jie Wen:
Attention-driven contrastive learning for cross-modal hashing with prototypical separation. 104078 - Xiaohan Zhang, Han Wang, Chenze Wang, Gaowei Xu, Min Liu, Chuang Liu:
MoMD Transformer: adaptive multi-modal fault diagnosis via knowledge transfer with vibration-current signals. 104079 - Pramit Saha, Divyanshu Mishra, Felix Wagner, Konstantinos Kamnitsas, J. Alison Noble:
FedExIT - missing class-agnostic semi-supervised federated learning with extreme imbalance tackling scheme. 104080 - Tong Chen, Bowen Du, Jiejie Zhao, Jiakai Wang, Haiquan Wang, Yuxi Li, Baiming Chen, Weifeng Lv:
Parasite: planting durable backdoors against continual federated model fusion via discriminative feature pushing-pulling. 104081 - Magaly Lika Fujimoto, Ricardo Marcondes Marcacini, Solange Oliveira Rezende:
Scoping review of multimodal sentiment analysis and summarization: State of the art, challenges and future directions. 104082 - Yuepeng Chen, Weiping Ding, Shangce Gao, Jiaru Yang, Tianyi Zhou, Qichong Hua, Fan Fu:
Uncertainty-aware multi-view evidence fusion for feature selection in brain network analysis. 104083 - Xingyu Zhao, Jianpeng Qi, Bin Lu, Lei Zhou, Lei Cao, Junyu Dong, Yanwei Yu:
ST-Imputer: Multivariate dependency-aware diffusion network with physics guidance for spatiotemporal imputation. 104084 - Xiaoyue Ji, Yifeng Han, Chun Sing Lai, Fangwen Yu, Zhekang Dong:
ViP-HMNN: a visual pathway-inspired hybrid neural network incorporated with in-memory computing for object recognition. 104086 - Changbin Wang, Fengrui Ji, Baolin Liu:
TPIN: Text-based parallel interaction network with modality-common and modality-specific for multimodal sentiment analysis. 104087 - Jiayun Liu, Manuel Castillo-Cara, Raúl García-Castro:
A comprehensive benchmark of spatial encoding methods for tabular data with deep neural networks. 104088 - Guangquan Lu, Shilong Lin, Yuxuan Hu, Debo Cheng, Chen Li, Shichao Zhang:
Data augmentation with attentional feature aggregation for node classification in GNNs. 104089 - Qinglong Zhou, Xing Wang, Jiahao Fang, Wenbo Wu, Bingxian Zhang:
GCEPANet: A lightweight and efficient remote sensing image cloud removal network model for optical-SAR image fusion. 104090 - Luping Li, Xing Su, Han Lin, Haoying Han, Chao Fan, Zhao Zhang, Hongzhe Yue:
ChatAssistDesign: A language-interactive framework for iterative vector floorplan generation via conditional diffusion. 104091 - Shaina Raza, Ashmal Vayani, Aditya Jain, Aravind Narayanan, Vahid Reza Khazaie, Syed Raza Bashir, Elham Dolatabadi, Gias Uddin, Christos Emmanouilidis, Rizwan Qureshi, Mubarak Shah:
VLDBench Evaluating multimodal disinformation with regulatory alignment. 104092 - Xiaoqing Hu, Hongyan Zhu:
MFF-MTT: a multi-feature fusion-based deep learning algorithm for maneuvering target tracking. 104093 - Qiguang Miao, Linxing Jia, Kun Xie, Kaiyuan Fu, Zongkai Yang:
A comprehensive survey and taxonomy of mamba: Applications, Challenges, and Future Directions. 104094 - Guorong Lin, Wei-Shi Zheng, Zuoyong Li, Yao Lu, Xiaowen Ma, Zhenhua Huang:
Vision-language models for person re-identification: a survey and outlook. 104095 - Tao Hou, Wenhao Dai, Jiashuang Huang, Youyong Kong, Weiping Ding:
Multimodal brain network analysis: Research advances and challenges. 104096 - Xuanming Cao, Chengyu Tao, Yifeng Cheng, Juan Du:
IAENet: An importance-aware ensemble model for 3D point cloud-based anomaly detection. 104097 - Siyuan Zhang, Shuangrui Jia, Jianying Feng:
Hierarchical cross-module knowledge transfer based on structural multi-view least squares support vector classification. 104099 - Yachuan Wang, Bin Zhang, Hao Yuan:
DAK-Pose: Dual-augmentor knowledge fusion for generalizable video-based 3D human pose estimation. 104100 - Tao Hong, Yizhou Shen, Xiaoping Wu, Jingnan Dong, Shigen Shen, Zhiquan Liu:
EBMADDPG: Shapley-based explainable moving target defense for edge intelligence-enabled SIoT systems via joint Bayesian Markov games and DRL. 104101 - Bingbing Wang, Jingjie Lin, Zhixin Bai, Zihan Wang, Shengzhe Sun, Zhengda Jin, Zhiyuan Wen, Geng Tu, Jing Li, Erik Cambria, Ruifeng Xu:
Internet meme on social media: A comprehensive review and new perspectives. 104102 - Wujun Shao, Dongwei Fan, Chenzhou Cui, Yunfei Xu, Shirui Wei, Xin Lyu:
Deep learning-based astronomical multimodal data fusion: A comprehensive review. 104103 - Armen Manukyan, Rafayel Mkrtchyan, Ararat Saribekyan, Theofanis P. Raptis, Hrant Khachatrian:
Bridging the sim-to-real gap in RF localization with large-scale synthetic pretraining. 104104 - Junqiu Tang, Zhikang Yuan, Zixiang Wei, Shuojie Gao, Changyong Shen:
Dimensional compensation for small-sample and small-size insulator burn mark via RGB-point cloud fusion in power grid inspection. 104105 - Xiaoyu Han, Yun-peng Cao, Pan Hu, Weixing Feng:
Multi-modal and multi-condition fault diagnosis of rotating machinery via a heterogeneous graph learning framework. 104106 - Yibo Cui, Liang Xie, Yu Zhao, Jiawei Sun, Erwei Yin:
Generating vision-language navigation instructions incorporated fine-grained alignment annotations. 104107 - Kang Wang, Xuan Liang, Jinghua Xu, Shuyou Zhang, Jianrong Tan:
Style-augmented large-scale vision model with domain-generalized knowledge fusion for anomaly detection in powder bed additive manufacturing. 104108 - Xiangpeng Bi, Wenjian Ma, Huasen Jiang, Qing Cai, Jie Nie, Zhiqiang Wei, Shugang Zhang:
Subgraph-focused biomedical knowledge embedding with bi-semantic encoder for multi-type drug-drug interaction prediction. 104109 - Zhenhao Wang, Tian Tian:
Regional defeats global: An efficient regional feature fusion via convolutional architecture for multispectral object detection. 104110 - Pufen Zhang, Lei Jia, Jiaxiang Wang, Meng Wan, Sijie Chang, Tianle Zhang, Peng Shi:
HFPN: Hierarchical fusion and prediction network with multi-level cross-modality relation learning for audio-visual event localization. 104111 - Yao Yao, Zhuoxi Yu, Dehui Wang, Chengzhe Wang, Congting Sun:
Multi-source information fusion through tucker tensor decomposition-based transfer learning for handwriting-Based Alzheimer's disease detection. 104112 - Bharat Richhariya, M. Tanveer, Weiping Ding:
GULSTSVM: A fusion of graph information and universum learning in twin SVM. 104114 - Haoyu Wang, Taylor Yiu, Serena Lee, Ka Gao, Hangling Sun, Chenyu Zhou, Anji Li, Qiangqiang Fu, Yu Wang, Bin Chen:
A hierarchical information policy fusion framework with multimodal large language models for autonomous guidewire navigation in endovascular procedures. 104115 - Xingyue Wang, Weipeng Hu, Jiun Tian Hoe, Jianhui Li, Ping Hu, Yap-Peng Tan:
Progressive temporal compensation and semantic enhancement for Exo-to-Ego video generation. 104117 - Haitao Wang, Aojie Luo, Wenchao Xu, Haozhao Wang, Yichen Li, Yining Qi, Rui Zhang, Ruixuan Li:
FedEGL: Edge-assisted federated graph learning. 104118 - Farhana Yasmin, Yu Xue, Mahade Hasan, Ghulam Muhammad:
EPSO-net: A multi-objective evolutionary neural architecture search with PSO-guided mutation fusion for explainable brain tumor segmentation. 104119 - Zou Li, Jinzhi Liao, Jiting Li, Ji Wang, Xiang Zhao:
Few-shot harmful meme detection via self-adaption mixture-of-experts. 104122 - Yinan Li, Zhi Liu, Jiajun Tang, Binghong Chen, Mingjin Kuai, Jun Long, Zhan Yang:
Rethink: reveal the impact of semantic distribution transfer from the cross-modal hashing perspective. 104123 - Menglin Yu, Shuxia Lu, Jiacheng Cong:
SG-DGLF: A similarity-guided dual-graph learning framework. 104127 - Emilio Porcu, Roy El Moukari, Laurent Najman, Francisco Herrera, Horst Simon:
Data science: a natural ecosystem. 104113 - Jun Lyu, Xunkang Zhao, Jing Qin, Chengyan Wang:
WDASR: A wavelet-based deformable attention network for cardiac cine MRI super-resolution with spatiotemporal motion modeling. 104116 - Shengjia Chen, Huihua Hu, Hongfu Zeng, Chenxin Li, Qing Xu, Longfeng Zhang, Haipeng Xu:
OMD: optimal transport-guided multimodal disentangled learning for leptomeningeal metastasis diagnosis. 104121 - Xia Wang, Jun Liu, Chris D. Nugent, Shaobing Xu, Guanfeng Wu:
Team collaboration-oriented multi-agent pathfinding and probabilistic verification. 104125 - Zhonglin Wu, Hongliang Wang, Tongze Zhang, Hongyuan Liu, Jinxia Guo, Qinli Yang, Junming Shao:
Region-based deep metric learning for tackling class overlap in online semi-supervised data stream classification. 104126 - Kang Wang, Liangliang Wang, Zhiquan Liu, Yiyuan Luo, Kai Zhang, Weiwei Li:
SHIFT: Enhancing federated learning robustness through client-side backdoor detection. 104144 - Li Li, Jianbing Ma, Beiji Zou, Hao Xu, Shenghui Liao, Wenyi Xiong, Liqiang Zhi:
SymUnet-DynCFC: Multimodal MRI fusion for robust cartilage segmentation and clinically confirmed moderate-to-severe KOA diagnosis. 104145 - Shuo Yang, Raquel Caballero-Águila, Jun Hu, Antonia Oya-Lechuga:
Secure Tobit filtering for multi-rate nonlinear systems under multi-node random access protocol: A Paillier encryption-decryption mechanism. 104146 - Sunxiaohe Li, Dongfang Zhao, Zirui Wang, Hao Zhang, Pang Wu, Zhenfeng Li, Lidong Du, Xianxiang Chen, Hongtao Niu, Xiaopan Li, Jingen Xia, Ting Yang, Peng Wang, Zhen Fang:
Fusing time- and frequency-domain information for effort-independent lung function evaluation using oscillometry. 104147 - Juan Carlos González-Quesada, Ignacio Javier Pérez, Enrique Herrera-Viedma, Francisco Javier Cabrerizo:
A granular consensus-reaching process using blockchain-based mechanisms to foster trust relationships in fuzzy group decision-making. 104152 - Xin Qi, Tao Xu, Chengrun Dang, Zhuang Qi, Lei Meng, Han Yu:
Federated learning in oncology: Bridging artificial intelligence innovation and privacy protection. 104154 - Fangming Zhong, Xinyu He, Haiquan Yu, Xiu Liu, Suhua Zhang:
Negative can be positive: A stable and noise-resistant complementary contrastive learning for cross-modal matching. 104156
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