TKDE · 2025 · Journal article

Ten Challenging Problems in Federated Foundation Models

Tao Fan, Hanlin Gu, Xuemei Cao, C. Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, W. Ong, Chao Ren, Jia-Qi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Ming-Cong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang

Published in
IEEE Transactions on Knowledge and Data Engineering
Date
2025-02-14
Citations
62
arXiv
2502.12176
Cite
@article{fan2025challenging,
  title = {Ten Challenging Problems in Federated Foundation Models},
  author = {Tao Fan and Hanlin Gu and Xuemei Cao and C. Chan and Qian Chen and Yiqiang Chen and Yihui Feng and Yang Gu and Jiaxiang Geng and Bing Luo and Shuoling Liu and W. Ong and Chao Ren and Jia-Qi Shao and Chuan Sun and Xiaoli Tang and Hong Xi Tae and Yongxin Tong and Shuyue Wei and Fan Wu and Wei Xi and Ming-Cong Xu and He Yang and Xin Yang and Jiangpeng Yan and Hao Yu and Han Yu and Teng Zhang and Yifei Zhang and Xiaojin Zhang and Zhenzhe Zheng and Lixin Fan and Qiang Yang},
  year = {2025},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  eprint = {2502.12176},
  archivePrefix = {arXiv},
  doi = {10.1109/TKDE.2025.3555328},
  url = {https://arxiv.org/abs/2502.12176},
}