Graph Reconstruction Attention Fusion Network for Multimodal Sentiment Analysis

Ronglong Hu; Jizheng Yi; Lijiang Chen; Ze Jin

doi:10.1109/tii.2024.3452204

journal article Jan 01, 2025

Graph Reconstruction Attention Fusion Network for Multimodal Sentiment Analysis

Ronglong Hu Jizheng Yi

Lijiang Chen

Ze Jin

IEEE Transactions on Industrial Informatics Vol. 21 No. 1 pp. 297-306 · Institute of Electrical and Electronics Engineers (IEEE)

View at Publisher Save 10.1109/tii.2024.3452204

Topics

No keywords indexed for this article. Browse by subject →

References

38

[1]

10.1016/j.inffus.2023.02.028

[2]

10.1016/j.inffus.2023.101973

[3]

10.1016/j.eswa.2022.119240

[4]

10.1109/tii.2021.3085663

[5]

10.1145/3394171.3413678

[6]

10.18653/v1/p19-1656

[7]

10.1109/tmm.2022.3183830

[8]

10.1016/j.inffus.2023.101958

[9]

10.1109/icassp43922.2022.9747542

[10]

Sun "Retentive network: A successor to transformer for large language models" (2023)

[11]

10.48550/arxiv.1706.03762

[12]

Rahman "Integrating multimodal information in large pretrained transformers" IEEE Trans. Multimedia. (2022)

[13]

10.1016/j.patcog.2022.109259

[14]

10.1109/taffc.2023.3274829

[15]

10.1016/j.knosys.2023.110502

[16]

10.1109/tnnls.2024.3371592

[17]

10.1109/tkde.2024.3389966

[18]

10.1109/tnnls.2024.3370918

[19]

10.1016/j.inffus.2024.102224

[20]

Huang "How universal polynomial bases enhance spectral graph neural networks: Heterophily, over-smoothing, and over-squashing" (2024)

[21]

10.1109/mis.2016.94

[22]

10.18653/v1/p18-1208

[23]

10.18653/v1/2020.acl-main.343

[24]

10.18653/v1/2020.emnlp-main.567

[25]

Devlin "BERT: Pre-training of deep bidirectional transformers for language understanding" (2019)

[26]

Py-Feat: Python Facial Expression Analysis Toolbox

Jin Hyun Cheong, Eshin Jolly, Tiankang Xie et al.

Affective Science 10.1007/s42761-023-00191-4

[27]

10.1109/fg.2018.00019

[28]

10.1109/icassp.2014.6853739

[29]

10.25080/majora-7b98e3ed-003

[30]

10.18653/v1/d17-1115

[31]

10.18653/v1/p18-1209

[32]

10.1609/aaai.v32i1.12024

[33]

10.1609/aaai.v33i01.33017216

[34]

10.18653/v1/2021.emnlp-main.723

[35]

10.1109/icassp43922.2022.9746536

[36]

Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis

Wenmeng Yu, Hua Xu, Ziqi Yuan et al.

Proceedings of the AAAI Conference on Artificial I... 10.1609/aaai.v35i12.17289

[37]

10.1016/j.inffus.2023.101891

[38]

10.18653/v1/2022.acl-demo.20

Cited By

11

Decoupled hypergraph modeling for multimodal sentiment analysis

Yanping Huang, Jiawen Deng · 2026

Neurocomputing

Metrics

11

Citations

38

References

Details

Published: Jan 01, 2025
Vol/Issue: 21(1)
Pages: 297-306
License: View

Authors

R

Ronglong Hu

College of Advanced Interdisciplinary Studies, Central South University of Forestry and Technology, Changsha, China

J

Jizheng Yi

College of Advanced Interdisciplinary Studies, Central South University of Forestry and Technology, Changsha, China

L

Lijiang Chen

School of Electronic and Information Engineering, Beihang University, Beijing, China

Z

Ze Jin

Tokyo Institute of Technology, Tokyo, Japan

Funding

National Natural Science Foundation of China Award: 62276276

Cite This Article

Ronglong Hu, Jizheng Yi, Lijiang Chen, et al. (2025). Graph Reconstruction Attention Fusion Network for Multimodal Sentiment Analysis. IEEE Transactions on Industrial Informatics, 21(1), 297-306. https://doi.org/10.1109/tii.2024.3452204

Graph Reconstruction Attention Fusion Network for Multimodal Sentiment Analysis

You May Also Like