MLFormer: Unleashing Efficiency Without Attention for Multimodal Knowledge Graph Embedding

Meng Wang 0001, Changyu Li, Feiyu Chen 0001, Jie Shao 0001, Ke Qin, Shuang Liang 0002. MLFormer: Unleashing Efficiency Without Attention for Multimodal Knowledge Graph Embedding. IEEE Trans. Comput. Social Systems, 12(6):5536-5549, December 2025. [doi]

@article{WangLCSQL25,
  title = {MLFormer: Unleashing Efficiency Without Attention for Multimodal Knowledge Graph Embedding},
  author = {Meng Wang 0001 and Changyu Li and Feiyu Chen 0001 and Jie Shao 0001 and Ke Qin and Shuang Liang 0002},
  year = {2025},
  month = {December},
  doi = {10.1109/TCSS.2025.3620089},
  url = {https://doi.org/10.1109/TCSS.2025.3620089},
  researchr = {https://researchr.org/publication/WangLCSQL25},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Comput. Social Systems},
  volume = {12},
  number = {6},
  pages = {5536-5549},
}