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} }