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ORCIDInformation Fusion, Volume 136
Volume 136, 2026
- Azib Farooq
, Shaina Raza, Nazmul Karim, Hasan Iqbal, Athanasios V. Vasilakos, Christos Emmanouilidis:
Evaluating and regulating agentic AI: A study of benchmarks, metrics, and regulation. 104444 - Soroush Ziaeinejad, Saeed Samet:
Federated learning with context-aware client collaboration: Challenges, advances, and open problems. 104446 - Hui Zhang, Zhongyang Zhang, Jian Li, Ting Ren, Lanfeng Huang, Zhen Li, Yiyan Guan, Zhipeng Li, Minxue Liang, Peng Zhang:
Bridging 3D geometry and 1D temporal signals: A symmetric masked pre-training framework for heterogeneous multimodal fusion. 104475 - Jia Liu, Yusheng Lin, Xinhao Qiu, Giancarlo Fortino, Xuezhang Ji, Zhongtao Lu, Min Chen, Iztok Humar:
Generalization saturation and reasoning divergence in synthetic persona construction for role-enacted language modeling. 104477 - Saeed Iqbal, Xiaopin Zhong, Muhammad Attique Khan, Zongze Wu, Nouf Abdullah Almujally, Weixiang Liu, Erik Cambria, Amir Hussain:
Responsible AI in healthcare: Mitigating hallucinations and enhancing multimodal fusion - based reasoning in medical imaging. 104483 - Kexin Zhu, Jian Shen, Suran Xu, Bingkun Ren, Xiaolin Tan, Zhuohan Sun, Chenxu Guo, Haoran Gao, Yanan Zhang, Bin Hu:
CausalCEM: Self-improved causal counterfactual emotion modeling for multimodal physiological signals. 104489 - Jinyi Zhang, Tianrong Shi, Yingfeng Luo, Haowei Li, Tian Ye, Tong Xiao, Tadahiro Matsumoto:
PhraseEx: Enhancing back-translation data augmentation with phrase-level extraction for neural machine translation. 104492 - Gang Xu, Tiejun Cui, Shuai Zhang, Liqiang Jin, Wenjing Yang:
FDSMM: fusion-driven signals-to-mechanisms modelling with physics-constrained information integration and entropy-based fault evolution. 104494 - Lin Sun, Xuejiao Wu, Weiping Ding, Wanfu Gao:
Fusion of pseudo-label learning and subspace-structured graph for embedded feature selection. 104496 - Dezhi Sun, Jiwei Qin, Weilin Tang, Huiguo Zhang, Dacheng Wang, Zhenliang Liao:
DAP-former: A physics-aware dual-stream fusion transformer for robust industrial time-series forecasting. 104497 - Yuanye Liu, Renwei Dian, Zhijun Zhao, Shutao Li:
Rank-aware routing decomposition for hyperspectral and multispectral image fusion. 104498 - Zhenzhen Zhao, Xueming Jiang, Guojiang Shen, Wenchao Weng, Wenfeng Zhou, Xiangjie Kong, Feng Xia:
Conditional diffusion transformer enabled few-shot spatiotemporal modeling. 104499 - Kechen Hou, Xiaowei Zhang, Guangyuan Gao, Kaiwen Hu, Siying Hao, Minmin Jia, Zhongfeng Kang, Bin Hu:
Trusted multi-factor fusion: A quantitative model for the confidence of naturalistic stimuli and multimodal neural responses. 104500 - Zhengyang Liu, Jianqi Gao, Yusheng Liao, Xiangfeng Luo:
Knowledge-enhanced consistency learning with disentangled multimodal representation for misinformation detection. 104501 - Jing Li, Hongyuan Diao, Qinkai Yu, Feixiang Zhou, Xiaorou Zheng, Yalin Zheng, Yanda Meng, Shoubin Dong:
Knowledge-enhanced explicitly disentangled representation with missing modality for medical image diagnosis. 104502 - Sihai Qiao, Rong Chen, Hui Li, Liying Hao:
Physics-guided stokes-consistent fusion of DoLP-AoP representations for polarization image restoration. 104503 - Wenji Yang, Xiangyu Que:
TA-Diff: Topology-aware diffusion networks for joint 3D hand pose estimation and mesh reconstruction. 104504 - Jingchun Zhou, Lingcong Kong, Dehuan Zhang, Guang-Yong Chen, Xingcheng Han, Qiuping Jiang, Ghulam Muhammad:
DinoMamba: Semantic-prior-guided sequence modeling paradigm for underwater image enhancement. 104505 - Xinmin Cheng, Binxin Xu, Hongwei Yin, Shigen Shen, Zhiquan Liu, Tian Wang, Ruidong Li:
SGA-SAC: Fusing Bayesian Stackelberg games to DRL with graph attention for explainable task offloading in vehicular edge computing. 104506 - Maria Bashir, Shaker H. Ali El-Sappagh, Simon S. Woo, Dong In Kim, Tamer Abuhmed:
Toward trustworthy digital healthcare: A system-level convergence of IoMT, large language models, and explainable AI. 104507 - Zhiqiang Qin, He Xie, Junfei Yi, Yang Yang, Yaonan Wang:
MeSIF-Net: Multi-level cross-scale information fusion via knowledge distillation for low-resolution industrial surface defect detection. 104508 - Yuqing Zhao, Minfei Qiang, Xiaoyan Bai, Ting Zhang, Tianhao Shi, Jianwei Lin, Hongdao Ma, Wenbo Lin:
Prediction of postoperative outcomes in spinal cord surgery via fusion of point-cloud geometric features and radiomics. 104509 - Shanliang Yao, Zhuoxiao Li, Runwei Guan, Meng Xia, Fuping Hu, Kebin Cao, Sen Xu, Xiaohui Zhu, Ryan Wen Liu, Weiping Ding:
GIF-Calib: Geometry-intensity fusion for 4D radar-camera calibration in autonomous driving vehicles. 104510 - Liton Devnath, Zongwen Fan, Suhuai Luo:
Fusion of advanced machine learning techniques in digital manipulation detection on identity card attacks. 104511 - John Josiah Steckenrider:
Multi-Gaussian target tracking with binary detectors. 104512 - Jian Song, Wei Mei, Yunfeng Xu, Qiang Fu, Renke Kou, Lina Bu, Yucheng Long:
Motion estimation for multi-object tracking using KalmanNet with semantic-independent encoding. 104513 - Yong Luo, Jinrong Yang, Xingyu Yang, Daqing Liu, Minjing Dong, Mengya Han, Zhiwei Ye, Liang Huang, Dongjing Shan:
BiCPF: Bi-conditional parallel-fusion network for composed image retrieval. 104514 - Keyu Guo, Hongkai Wei, Yongle Huang, Hongli Hu, Xiangyu Song, Shijie Sun, Yi Zhou, Huansheng Song, Nicola Strisciuglio:
U2ENet: Unified end-to-end network for monocular image-based single-object and multi-object 3D visual grounding. 104515 - Wenjun Wu, Kuangshan Xu, Runhao Zhao, Shiqi Zhang, Weixin Zeng, Jiuyang Tang:
Adaptive retrieval-augmented evidence-fusion for highly heterogeneous temporal entity alignment. 104516 - Vu-Linh Nguyen, Xuan-Truong Hoang, Anh Hoang, Van-Nam Huynh:
Probabilistic multi-label classification via a divide-and-conquer and fusion approach. 104517 - Shiyu Liu, Yuting Wan, Kefan Li, Ailong Ma, Yanfei Zhong:
A brain-inspired low-light and infrared multimodal remote sensing detection network for nighttime personnel search and rescue. 104518 - Yeqiang Liu, Weiran Li, Yijie Wei, Mina Han, Fukuan Wang, Yining Fan, Wenxu Wang, Zhenbo Li:
Listen2Track: Plug-and-play audio-visual matching for generic multi-object tracking. 104519 - Yuanxu Wang, Yurong Qian, Lu Bai, Jinmiao Song, Jun Long:
Nash equilibrium-guided dynamic cross-scale fusion and manifold alignment for remote sensing image semantic segmentation. 104520 - Siddhant Bikram Shah, Shubham Garg, Nikolaos Kouis, Aikaterini Bourazeri:
Decoding emotional nuances: A multimodal approach to detecting depression through audio, video, and text. 104521 - Lei Yu, Linyao Yang, Jingsong Lv, Gaoxiang Chen, Ning Zhang:
Bridging quantum walks and graph learning: A fusion approach to structural encoding. 104522 - Yulin Su:
SAFEDEC: Unifying proprioceptive and exteroceptive sensing for safe autonomous driving. 104523 - Yuanyuan Liu, Shuyang Liu, Jiahao Zhang, Ke Wang, Chang Tang, Dapeng Tao, Zhe Chen, Wei Xiang:
Hinting the unknown: Effective open-set multimodal emotion recognition with a hierarchical cross-modal emotion-interactive prompting approach. 104530 - Wu Chen, Qiuping Jiang, Hehe Fan, Chao Huang, Chunmao Wang, Xiaojun Chang, Yi Yang:
Bridging Multi-Stages and Multi-Views for low-quality point cloud denoising. 104531 - Tingting Zhang, Yangfu Zhu, Jiachen Tan, Bin Wu, Chunping Zheng:
CKUA: Leveraging counterfactual distillation and contrastive adaptation for robust public speaking anxiety detection with missing modalities. 104537 - Shoubin Chen, Jiasheng Chen, Baiyang Zhang, Maosheng Yan, Jianping Li, Bo Zhang, Qingquan Li:
Leap-SLAM: Degeneracy-mitigated robust SLAM with leapfrogging multi-robot collaboration in tunnels. 104538 - Zihao Lu, Hao Sun, Lin Lei, Yuli Sun, Gangyao Kuang:
FEAP-DiT: Frequency-decoupled efficient adversarial purification with diffusion transformers. 104539 - Chao Liu, Xizhao Wang:
Uncertainty-aware contrastive learning for few-shot knowledge graph completion. 104540 - Tim Alexander Bader, Tim Dieter Eberhardt, Tin Stribor Sohn, Wilhelm Stork:
Toward a universal perception layer: A survey on sensor-agnostic advanced driver assistance systems. 104543 - Cong Bi, Xue Wang, Wenhua Qian, Kaixiang Yan:
VQFusion : Infrared and visible image fusion via codebook prior guidance. 104544 - Man Zhou, Xueheng Li, Xuanhua He, Min Zhao, Yuan Qi, Danfeng Hong, Bo Huang:
Random shuffle high-order RWKV for pan-sharpening. 104545 - Yimo Yan, Bo Zou, Yejia Liao, Guanhao Xu, Ruili Yao, Huiying Fan, Jingran Sun, Xia Wang, Jonathan Sprinkle, Ziyan An, Meiyi Ma, Xi Cheng, Tong Liu, Zemian Ke, Matthew J. Barth, Songyi Cui, Yong-Hong Kuo:
Large language models for transportation research: Methodologies, state of the art, and future opportunities. 104546 - Zhao Zhang, Senlin Luo, Fengtong Xing, Limin Pan:
A surrogate ensemble fusion framework for robust watermark extraction in black-box models. 104547 - Geng Gao, Tao Gan, Jinlin Yang, Nini Rao:
Multimodal information compression, completion, and adaptive fusion for cancer survival prediction. 104548 - Runjie Zheng, Zhen Wang, Anjie Qiao, Jiancong Xie, Jiahua Rao, Yuedong Yang:
DAMPE: Fusing intrinsic and extrinsic information for protein function prediction. 104549 - Shuangyan Deng, Zihao Huang, Kelvin Du, Rui Mao, Jiamou Liu, Ciprian Doru Giurcaneanu, Erik Cambria:
Multi-agent SEA: step-wise evidence acquisition for multimodal financial reasoning. 104550 - Kaiwen Yang, Yaofei Duan, Nuoer Long, Yue Sun, Jungong Han, Tao Tan:
An efficient frequency-aware network with local-global dynamics fusion for memory-constrained clinical medical image classification. 104551 - Lei Chen, Yuhao Peng, Ming Lu, Ying Zou, Mingyang Lv, Jiaao Peng:
Time-frequency-spatial fusion-driven local-global contrastive discrepancy learning for industrial multisensor time-series anomaly detection. 104552 - Zhuo Zhang, Xiong Xiong, Xi Yang, Sen Zhang, Yuan Zhao, Hongbing Wu, Canqun Yang, Gemine Vivone:
Physics -informed dual adaptive neural operators with multi-source fusion for parametric PDEs. 104553 - Chang Sun, Long Chen, Mengyao Jiang, Bin Wu:
Multimodal generative sequential recommendation with adaptive contrastive learning. 104556 - Haochen Hu, Yanrui Bin, Zhengyan Zhang, Minchen Wei, Chih-Yung Wen, Bing Wang:
Fusing transferred priors and physics-based decomposition for underwater image enhancement. 104557 - Jiaqi Cui, Bo Liu, Xi Wu, Jiliu Zhou, Luping Zhou, Dinggang Shen, Yan Wang:
All-In-One medical image restoration via Text-Guided prompting and Dual-Domain modeling. 104558 - Siqintu Qi, Amuguleng Wang, Dahu Baiyila:
Spatio-temporal fusion of 3D point clouds and acoustic signals for robust streaming Mongolian speech recognition. 104561 - Youqi Liao, Xieyuanli Chen, Shuhao Kang, Jianping Li, Zhen Dong, Hongchao Fan, Bisheng Yang:
OSMLoc: Single image-based visual localization in OpenStreetMap with fused geometric and semantic guidance. 104562
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