---
title: "“multimodal fusion”: 30 recent papers (last 30 days)"
description: "The keyword “multimodal fusion” appeared in 30 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #10 of 12,658 keywords."
url: https://scholar4ai.com/keywords/multimodal-fusion
markdown_url: https://scholar4ai.com/keywords/multimodal-fusion.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "The keyword “multimodal fusion” appeared in 30 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #10 of 12,658 keywords."
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-26T14:52:47+09:00
window: 2026-09-27 to 2026-10-26
source: OpenAlex (CC0)
---

# Papers on “multimodal fusion”

- 0 papers in the last 7 days

Back to the ranking: https://scholar4ai.com/rankings/keywords.md

## Key findings

- The keyword “multimodal fusion” appeared in 30 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #10 of 12,658 keywords.
- Most of them appeared in Information Fusion (6), Expert Systems with Applications (6) and Pattern Recognition (5).
- Leading institutions: Beijing Institute of Technology (3), National University of Defense Technology (2) and Chinese University of Hong Kong (2).
- Countries: China (28), Hong Kong (2) and United States (2).
- Often studied together with “uncertainty estimation” (2), “graph neural networks” (2) and “explainable AI” (2).

## Research ideas that follow this keyword

- [What managers' voices reveal in earnings calls](https://scholar4ai.com/ideas/voices-in-earnings-calls.md)

*Papers, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-18 | [Consistency-guided evidential debiasing for multimodal recommendation](https://doi.org/10.1016/j.neunet.2026.109789) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 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](https://doi.org/10.1007/s10489-026-07529-y) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | 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](https://doi.org/10.1016/j.knosys.2026.117189) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 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](https://doi.org/10.1016/j.inffus.2026.104874) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 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](https://doi.org/10.1016/j.eswa.2026.134733) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 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](https://doi.org/10.1016/j.eswa.2026.134695) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 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](https://doi.org/10.1016/j.inffus.2026.104846) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 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](https://doi.org/10.1016/j.inffus.2026.104870) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 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](https://doi.org/10.1016/j.eswa.2026.134727) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 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](https://doi.org/10.1016/j.patcog.2026.115118) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 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](https://doi.org/10.1016/j.eswa.2026.134646) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 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](https://doi.org/10.1016/j.knosys.2026.117156) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 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](https://doi.org/10.1016/j.inffus.2026.104834) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 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](https://doi.org/10.1016/j.knosys.2026.117159) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 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](https://doi.org/10.1016/j.jbusres.2026.116538) | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 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)](https://doi.org/10.1007/s10618-026-01273-0) | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | 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](https://doi.org/10.1016/j.patcog.2026.115003) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 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](https://doi.org/10.1016/j.patcog.2026.115049) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 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](https://doi.org/10.1016/j.eswa.2026.134791) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 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](https://doi.org/10.1016/j.inffus.2026.104893) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 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](https://doi.org/10.1016/j.inffus.2026.104892) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 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](https://doi.org/10.1007/s00521-026-12482-5) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 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](https://doi.org/10.1016/j.eswa.2026.134731) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 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](https://doi.org/10.1007/s11263-026-03069-7) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 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](https://doi.org/10.1007/s00521-026-12409-0) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 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](https://doi.org/10.1007/s11263-026-03058-w) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 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](https://doi.org/10.1016/j.patcog.2026.115004) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 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](https://doi.org/10.1016/j.ipm.2026.105194) | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | 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](https://doi.org/10.1016/j.patcog.2026.114944) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 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](https://doi.org/10.1007/s00521-026-12477-2) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Rusheng Ju, Jiabao Qian, Dongdong Chen et al. | National University of Defense Technology |

## Cite this page

Scholar4AI. (2026). Papers on “multimodal fusion”. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/keywords/multimodal-fusion

```bibtex
@misc{scholar4ai-keywords-multimodal-fusion,
  author = {{Scholar4AI}},
  title = {Papers on “multimodal fusion”},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/keywords/multimodal-fusion}},
  urldate = {2026-10-26},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).