DiffBridge: Bridging Weak and Strong Modalities via Diffusion-Guided Enhancement for Multimodal Sentiment Analysis

Liming Sun, Jie Li, Jinli Ma, Yuke Zhang, Haiyang Sun, Xingwei Wang. DiffBridge: Bridging Weak and Strong Modalities via Diffusion-Guided Enhancement for Multimodal Sentiment Analysis. In De-Shuang Huang, Chuanlei Zhang, Wei Chen 0036, Bo Li 0002, editors, Advanced Intelligent Computing Technology and Applications - 22nd International Conference on Intelligent Computing, ICIC 2026, Toronto, ON, Canada, July 22-26, 2026, Proceedings. Volume 16672 of Lecture Notes in Computer Science, pages 604-616, Springer, 2026. [doi]

@inproceedings{SunLMZSW26,
  title = {DiffBridge: Bridging Weak and Strong Modalities via Diffusion-Guided Enhancement for Multimodal Sentiment Analysis},
  author = {Liming Sun and Jie Li and Jinli Ma and Yuke Zhang and Haiyang Sun and Xingwei Wang},
  year = {2026},
  doi = {10.1007/978-981-92-3520-9_48},
  url = {https://doi.org/10.1007/978-981-92-3520-9_48},
  researchr = {https://researchr.org/publication/SunLMZSW26},
  cites = {0},
  citedby = {0},
  pages = {604-616},
  booktitle = {Advanced Intelligent Computing Technology and Applications - 22nd International Conference on Intelligent Computing, ICIC 2026, Toronto, ON, Canada, July 22-26, 2026, Proceedings},
  editor = {De-Shuang Huang and Chuanlei Zhang and Wei Chen 0036 and Bo Li 0002},
  volume = {16672},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-981-92-3520-9},
}