| 2026-10-20 | Adaptive multi-view fusion for gene prioritization under heterogeneous multi-omics evidence | Information Fusion | Guoxian Yu, Liliang Liu, Hanwen Luo et al. | |
| 2026-10-19 | Decouple-then-align: Structural consensus for unsupervised feature selection | Information Fusion | Jinyan Pan, Junwen Jiang, Xinjing Wang et al. | |
| 2026-10-19 | From diffusion-based semantic reconstruction to identity discrimination: Hierarchical information fusion for occluded person re-identification | Information Fusion | Qian Cui, Enhao Ning, Sheng Xie et al. | |
| 2026-10-19 | A dual-perspective two-stage robust minimum cost consensus modeling for trust-based large-scale group decision making | Information Fusion | Yiran Wang, Yanjing Guo, Zhongming Wu et al. | |
| 2026-10-19 | TrafficCross: Cross-view multimodal information fusion for encrypted traffic classification | Information Fusion | Ming Zuo, Yanan Cheng, Guoying Sun et al. | Harbin Institute of Technology; Inner Mongolia Normal University; China Mobile (China) |
| 2026-10-19 | DEFT: Dual-domain multi-resolution fusion transformer for non-stationary medical time series | Information Fusion | Lin Guo, Wozhong Chen, Changqing Cheng et al. | Central South University; Changsha Medical University; Binghamton University; … |
| 2026-10-19 | Focusing on object relations in scenes: A multi-collaborative graph-structured framework for infrared and visible image fusion | Information Fusion | Jiawei Li, Hongwei Yu, Xinlong Ding et al. | University of Science and Technology Beijing; Dalian University of Technology |
| 2026-10-16 | Global-local information fusion via contrastive learning and optimal transport for weakly paired H&E-to-IHC stain transfer | Information Fusion | Weiwei Zhou, Dongdong Zhou, Qibin Zhang et al. | Dalian University of Technology; Jiangsu Province Hospital; First Hospital of China Medical University; … |
| 2026-10-15 | Sparsity-aware square-root Kalman filter with an approximate Schmidt update for efficient pose estimation in high-dimensional GNSS/INS/vision systems | Information Fusion | Weihao Lei, Wanke Liu, Xiaohong Zhang et al. | |
| 2026-10-15 | Tightly-coupled GNSS-LiDAR-inertial integration with multi-epoch pseudorange outlier rejection for robust decimeter-level positioning | Information Fusion | Man Yuan, Tisheng Zhang, Hailiang Tang et al. | Wuhan University |
| 2026-10-15 | Cross-representation hierarchical alignment and refinement model for point cloud completion | Information Fusion | Yuan Shi, Yugui Zhang, Yurong Qian et al. | |
| 2026-10-15 | Dual-view visual-semantic fusion for cursive Urdu HTR: Compact CRNN with confidence-gated zero-shot LLM verification | Information Fusion | Fakhar Ayub, Muhammad Kashif Khattak, Amin Khan et al. | University of Poonch Rawalakot; Tun Hussein Onn University of Malaysia; Sejong University |
| 2026-10-14 | DiSTA: A distributional semantic graph framework for multi-level information fusion in traffic forecasting | Information Fusion | Yuanzhang Zhao, Xingfeng Lv, Qianqian Ren | Heilongjiang University |
| 2026-10-14 | Stable multi-view representation learning for out-of-distribution classification | Information Fusion | Zheng Zhang, Yongxi Yang, Yan Chen et al. | Anhui University; Taiyuan University of Technology; Hangzhou Normal University; … |
| 2026-10-14 | DSGA: Domain-specific generative augmentation for cross-domain few-shot chest X-ray disease recognition | Information Fusion | Heng Wu, Zijun Zheng, Wansong Wang et al. | Guangzhou Electronic Technology (China); Hangzhou Polytechnic; China Jiliang University; … |
| 2026-10-14 | Semantic-consistent projective learning based robust incomplete multi-view clustering | Information Fusion | Kewei Wen, Sen Xu, Shuping Zhao et al. | Beijing Institute of Technology; Yancheng Institute of Technology; Guangdong University of Technology; … |
| 2026-10-14 | PDRF-Net: progressive blind registration–fusion for unregistered hyperspectral image with physics consistent spatial spectral decoupling | Information Fusion | Baiyang Hu, Xiaodian Zhang, Kun Gao et al. | Beijing Institute of Technology; Beijing Institute of Optoelectronic Technology; Science and Technology on Surface Physics and Chemistry Laboratory |
| 2026-10-14 | Federated multi-view information fusion based on prototype and feature distillation: A privacy-performance tradeoff method for data heterogeneity | Information Fusion | Hui Lin, Tianyi Zhou, Jingjing Guo et al. | Fujian Normal University; Xidian University; Xi'an Jiaotong University |
| 2026-10-14 | MT-MNER: A multimodal named entity recognition model based on multi-view contrastive learning and two-stage feature fusion | Information Fusion | Mingxing Han, Li Jiaxuan, Liwei Xu | Nanjing University; Dongbei University of Finance and Economics |
| 2026-10-14 | Domain-adversarial anatomical graph networks for cross-user human activity recognition | Information Fusion | Xiaozhou Ye, Kevin I‐Kai Wang | University of Auckland |
| 2026-10-13 | Burden of proof: Calibrated evidential arbitration for asymmetric decision-level fusion in vision–language recognition | Information Fusion | Guichao Zhou, Yuwu Lu | South China Normal University |
| 2026-10-13 | Spatial-guided LiDAR spatial-elevation feature enhancement network for fusion classification of hyperspectral and LiDAR data | Information Fusion | Leiquan Wang, Ang Wei, Zhongwei Li et al. | China University of Petroleum, East China; Ministry of Natural Resources; First Institute of Oceanography |
| 2026-10-13 | Text-augmented patch–scene collaborative network for joint hyperspectral and LiDAR classification | Information Fusion | Li Lv, Zhenyang Xie, Hongmin Gao et al. | Jiangxi University of Water Resources and Electric Power; Hohai University |
| 2026-10-13 | From assistants to auditors: opportunities and challenges of using general-purpose AI for auditing responsible AI systems | Information Fusion | Javier Del Ser, Pedro A. Moreno-Sánchez, Emília Gómez et al. | Euskadiko Parke Teknologikoa; European Commission; Joint Research Center |
| 2026-10-13 | Structure–degradation Co-reasoning for infrared–visible image fusion under asymmetric degradation | Information Fusion | Xiaosa Wang, Huafeng Li, Wen Wang et al. | Yunnan University; Kunming University of Science and Technology; Hefei University of Technology; … |
| 2026-10-13 | CAMF-Det: Closure-aware multimodal fusion for LiDAR-camera 3D object detection on UAV platforms | Information Fusion | Yanze Jiang, Yanfeng Gu, Xian Li | Harbin Institute of Technology |
| 2026-10-13 | Hierarchical prototype-based domain priors for multiple instance learning in multimodal histopathology analysis | Information Fusion | Xuemei Qiu, Dawei Fan, Yebin Huang et al. | Fujian Agriculture and Forestry University; Fujian Medical University; Fujian Provincial Cancer Hospital |
| 2026-10-12 | A survey on heterogeneous information fusion for robust visual re-localization | Information Fusion | Yujin Kuang, Mujiao Ouyang, 李起伟 et al. | Southeast University; Nantong University; City University of Macau |
| 2026-10-12 | A long-term time series prediction model based on dynamic-order polynomial fuzzy information granules | Information Fusion | Shiying Hu, Weiping Ding, Dragan Pamučar et al. | Hubei University for Nationalities; Nantong University; Doğuş University; … |
| 2026-10-12 | SAM with mixture-of-modality-experts for universal medical image segmentation | Information Fusion | Yuan Wang, Ruizheng Zhang, Zheng Chen et al. | Wuhan University |
| 2026-10-11 | C4-Mamba: Quality-adaptive multi-view fusion for dynamic emotion recognition | Information Fusion | Fei Ma, Deqiang Yin, Xiangru Li et al. | Guangdong Laboratory of Artificial Intelligence and Digital Economy (Shenzhen); Xi’an Jiaotong-Liverpool University; Guangdong University of Technology; … |
| 2026-10-11 | USSI-Net: Physics-guided unified spectral–spatial information fusion network for hyperspectral snapshot reconstruction | Information Fusion | Dan Li, Yan Shen, Chengming Wang et al. | Beijing Jiaotong University |
| 2026-10-10 | CSG4Rec: Collaborative-similarity guided semantic IDs tokenization for generative sequential recommendation | Information Fusion | Wei Liu, Bo Yang, Qianyang Zhu et al. | University of Electronic Science and Technology of China; Hong Kong Polytechnic University |
| 2026-10-10 | Editorial Board | Information Fusion | | |
| 2026-10-07 | Cross-modal orthogonal feature distillation for gear fault diagnosis with heterogeneous multi-source information | Information Fusion | Jiangjiao Li, Jialiang Liu, Jiaqi Zhu et al. | Northeastern University; Kingston University London; Brunel University of London |
| 2026-10-06 | AURORA-KITTI: Any-weather depth completion and denoising | Information Fusion | Yiting Wang, Tim Brödermann, Hamed Haghighi et al. | Queen Mary University of London; American Society for Photogrammetry and Remote Sensing; University of Warwick; … |
| 2026-10-06 | Uncertainty-aware multimodal fusion for change detection via hyperdimensional prototype reasoning | Information Fusion | Daobo Sun, Xiangxu Meng, Xiaodong Zhang et al. | Xiamen University; Nanjing University |
| 2026-10-06 | LOGA: A multimodal benchmark and audio-visual fusion baseline for long-form mobile game highlight localization | Information Fusion | Jianfeng Ding, Jie Hua, Yaxuan Hu et al. | Wuhan University |
| 2026-10-06 | Deep spectral unmixing unfolding network for multispectral and hyperspectral image fusion | Information Fusion | Xiujuan Lang, Tao Lu, Jiaming Wang et al. | Daqing Normal University; Wuhan Institute of Technology; Harbin Institute of Technology |
| 2026-10-06 | Granular incremental learning for uncertain data streams: A unifying conceptual and methodological overview | Information Fusion | Leite Daniel | Paderborn University |
| 2026-10-06 | CCRA: Optimizing vision-language consistency via cross-layer regional attention alignment | Information Fusion | Yifan Wang, H. Ai, Quangao Liu et al. | Tsinghua Shenzhen International Graduate School; Chinese University of Hong Kong, Shenzhen; University of Electronic Science and Technology of China; … |
| 2026-10-05 | Securing large language model agents against multi-turn jailbreaks via evolving intent-risk graphs | Information Fusion | Xinyu Liu, Chenwei Tang, Rong Xiao et al. | Sichuan University; Agency for Science, Technology and Research; Institute of High Performance Computing |
| 2026-10-05 | Closed-loop point-to-region optimal transport for point-supervised polyp segmentation | Information Fusion | Xuecheng Li, Weikuan Jia, Yuanjie Zheng | Shandong Normal University; Liaocheng University |
| 2026-10-02 | A survey of LLM reasoning in healthcare and medicine: Individual modeling and collaborative agents | Information Fusion | Qika Lin, Luwei Xiao, Bin Pu et al. | National University of Singapore; Hunan University; University of Southern Queensland; … |
| 2026-10-01 | CARVE: Conflict-Aware Cross-Modal Evidence Encoding for Robust Urban EV Charging Demand Forecasting | Information Fusion | Yuanzhang Zhao, Qianqian Ren, Hui Xu et al. | |
| 2026-10-01 | Corrigendum to “Reducing causal attribution ambiguity in knowledge tracing via cognitive decoupling and adaptive fusion” [Information Fusion 137 (2027) 104648] | Information Fusion | Yanqiang Wu, Youheng Bai, Zhiwei Huang et al. | |
| 2026-10-01 | Deep Generative Models for SAR-to-Optical Image Translation: A Survey, Taxonomy, and Perspective | Information Fusion | Peng Wang, Yongkang Chen, Bo Huang et al. | |
| 2026-10-01 | Latent-Conditioned Physics–Data Fusion Framework for Dynamic 3D Wind-Farm Wake Reconstruction | Information Fusion | Fang Fang, Yiqun Wang, Xin Ning et al. | North China Electric Power University; Chinese Academy of Sciences; Institute of Semiconductors |
| 2026-10-01 | A survey on Information Cascade Prediction based on Deep Learning | Information Fusion | Yanchao Liu, Qinling Lei, Muhammet Deveci et al. | Hubei Engineering University; Huanggang Normal University; Huanggang Central Hospital; … |
| 2026-10-01 | MRDU: Multi-page Document Understanding via Context-Aware Visual Token Pruning and Fusion | Information Fusion | Jinxu Zhang, Yongqi Yu, Qiyuan Fan et al. | Harbin Institute of Technology; Shandong University |