| 2026-10-18 | Consistency-guided evidential debiasing for multimodal recommendation | Neural Networks | Lin Pan, Zhiqiang Pan, Honghui Chen | National University of Defense Technology |
| 2026-10-17 | Attention state recognition in intelligent language learning environments using affective computing and eye tracking | Applied Intelligence | Yang Yang, Yongmei Chi, Yongmei Chi et al. | Chongqing Vocational and Technical University of Mechatronics; Chongqing Vocational Institute of Engineering; National University of Malaysia |
| 2026-10-17 | FDFNet: A Full-stage Dual-dimensional Fusion Network for Visual Grounding | Knowledge-Based Systems | Shishu Hong, Yangchuanlin Cheng, Aoao Zhao et al. | Wuhan University of Technology; Chinese University of Hong Kong |
| 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 | DPIR: Dynamic propagation inconsistency reasoning for explainable fake news detection with large vision-language models | Expert Systems with Applications | Caixia Jing, Hang Gao, Yangtao Chen et al. | Nankai University |
| 2026-10-13 | Causal representation regularized heterogeneous graph neural network for robust EEG-fNIRS bimodal emotion recognition | Expert Systems with Applications | Yushun Xiao, Cheng Lu, Tao Zhao et al. | Southeast University |
| 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 | 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 |
| 2026-10-12 | Research on enhancing driver emotion recognition based on multimodal fusion: introducing dynamic features and lightweight models | Expert Systems with Applications | Wei Jiang, Wencai Sun, Chen Li et al. | Jilin University |
| 2026-10-09 | A multimodal diagnosis model combining multi-granularity contrastive learning and quality-aware adaptive fusion | Pattern Recognition | Ruiquan Ge, Zhipeng Wang, Deqiang Xiao et al. | Hangzhou Dianzi University; Shenzhen Research Institute of Big Data; Beijing Institute of Technology; … |
| 2026-10-07 | Decoupled semantic alignment and emotion-aware gated fusion for group emotion recognition | Expert Systems with Applications | Hongxi Yi, Yufei Xie, Dong Zhang et al. | Sun Yat-sen University; Wuhan University; Chinese University of Hong Kong; … |
| 2026-10-06 | Context-aware adaptive cross-modal inference network for few-shot visual question answering | Knowledge-Based Systems | Wenxuan Liu, Yunzuo Hu, Wen Li et al. | East China University of Science and Technology |
| 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 |
| 2026-10-05 | Enhancing multimodal multi-objective evolutionary optimisation via time-temporal adaptive graph convolutional networks | Knowledge-Based Systems | Zhenghua Xin, Hongjun Cheng, Liangyi Hu et al. | China University of Mining and Technology; Suzhou University; Suzhou Academy of Agricultural Sciences; … |
| 2026-10-04 | Harvesting trade partners online with AI: A joint learning method for predicting the business role of massive web pages | Journal of Business Research | Hua Yuan, Jie Zheng, Qiongwei Ye et al. | University of Electronic Science and Technology of China; Purdue University West Lafayette; Yunnan University of Finance And Economics; … |
| 2026-10-03 | Evolution of sentiment analysis toward aspect-based sentiment analysis: a scientometric analysis of research trends, knowledge structures, and emerging technologies (2015–2025) | Data Mining and Knowledge Discovery | Neha Goyal, Rajiv Bansal | Maharishi Markandeshwar University, Mullana |
| 2026-10-03 | Risk-aware heterogeneous multimodal fusion with structured discrete tokens for task-oriented robotic grasping | Pattern Recognition | Hangxiang Chen, Jue Wang, Junxia Yan et al. | Jiangnan University; University College London; Macquarie University |
| 2026-10-03 | Domain-adaptive probabilistic broad learning with evidence fusion for multimodal biomedical vigilance estimation | Pattern Recognition | Song Sun, Lele Wang, Kaixiang Yang et al. | Chongqing Normal University; South China University of Technology; Huaqiao University; … |
| 2026-10-01 | Relation-aware preference modeling with multimodal fusion for click-through rate prediction | Expert Systems with Applications | Aniqa Nawaz, Jianfeng Lu | Nanjing University of Science and Technology |
| 2026-10-01 | Optical Cross-Modal Dynamic Attention Fusion for Long-Range Human Activity Recognition | Information Fusion | Zhongren Jiang, Yongyun Li, Pinpin Zhang et al. | Sichuan University; Chengdu University of Information Technology |
| 2026-10-01 | Depression Recognition via Multimodal Sequential Semantic Reconstruction Network | Information Fusion | Zhenyu Liu, Jun Zhang, Haibo Zhang et al. | Lanzhou University; Fourth People's Hospital of Taiyuan; Minzu University of China; … |
| 2026-10-01 | Alzheimer’s multimodal diagnosis: enhancing cross-attention between speech and text | Neural Computing and Applications | Kewen Ding, Azadeh Noori Hoshyar, Tanusri Bhattacharya et al. | Federation University; Western Sydney University; Myer Foundation; … |
| 2026-10-01 | Goal-Guided Dual-Stream Temporal Graph-Transformer Fusion for Pedestrian Trajectory Prediction | Expert Systems with Applications | Yingqun Liu, Xudong Zhang, Yuan Zou et al. | Beijing Institute of Technology |
| 2026-10-01 | Blurring Modal Boundaries: A Unified Survey from Single- to Multi-modal Person Re-ldentification | International Journal of Computer Vision | Xiao Wang, Bing Wang, B Yang et al. | Wuhan University of Science and Technology; Wuhan University; Anhui University |
| 2026-09-30 | Multimodal microvideo understanding based on the shared transformer structure | Neural Computing and Applications | Zhaokai Zhong, Wei Zhang, Hai Yu et al. | Northeastern University |
| 2026-09-30 | UniColorFlow: A Unified Framework for Multimodal-Guided Video Colorization with Consistency Flow | International Journal of Computer Vision | Zheng Chang, Lihan Lin, Huan Ouyang et al. | Beijing University of Posts and Telecommunications; Beijing Academy of Artificial Intelligence; Peking University |
| 2026-09-29 | Decoding spatial domains and heterogeneities of complex tissues by multimodal deep learning | Pattern Recognition | Yajie Meng, Zheng Chen, Guoyong Zhang et al. | Wuhan Textile University; Hainan University; Wuhan University of Science and Technology; … |
| 2026-09-29 | Spectral graph filter bank fusion for multimodal rumor cascade representation and detection | Information Processing & Management | Xuguang Li, Nanjun Yu, Xin Chang et al. | East China Normal University; China Mobile (China); Jinan University; … |
| 2026-09-28 | FreSia: Frequency-semantic instantiation and alignment for multivariate time series analysis | Pattern Recognition | Yubo Wang, Hui He, Hezhe Qiao et al. | Beijing Institute of Technology; Singapore Management University |
| 2026-09-28 | CGFM: attention-guided multimodal feature interaction for remote sensing detection | Neural Computing and Applications | Rusheng Ju, Jiabao Qian, Dongdong Chen et al. | National University of Defense Technology |