Beyond Aggregation: Efficient Federated Model Consolidation with Heterogeneity-Adaptive Weights Diffusion.
Jiaqi Li|Xiaoyang Qu|Wenbo Ding|Zihao Zhao|Jianzong Wang
| Anthology ID: | DBLP:conf/cikm/LiQD0W24 |
|---|---|
| Volume: | Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024 |
| Year: | 2024 |
| Venue: | International Conference on Information and Knowledge Management (CIKM) |
| Publisher: | ACM |
| Pages: | 3867-3871 |
| URL: | https://doi.org/10.1145/3627673.3679879 |
| DOI: | https://doi.org/10.1145/3627673.3679879 |
| DBLP: | conf/cikm/LiQD0W24 |
| BibTeX: |
@inproceedings{li-2024-beyond,
author = {Jiaqi Li and
Xiaoyang Qu and
Wenbo Ding and
Zihao Zhao and
Jianzong Wang},
editor = {Edoardo Serra and
Francesca Spezzano},
title = {{Beyond Aggregation: Efficient Federated Model Consolidation with Heterogeneity-Adaptive Weights Diffusion}},
booktitle = {{Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024}},
pages = {3867--3871},
publisher = {ACM},
year = {2024},
url = {https://doi.org/10.1145/3627673.3679879},
doi = {https://doi.org/10.1145/3627673.3679879}
}