CA-PFL: Client-adaptive Parameter-efficient Fine-tuning for Personalized Federated Learning.

@inproceedings{song-2026-capfl, author = {Daixin Song and Hui Cai and Haojie Zhang and Biyun Sheng and Jian Zhou and Mang Ye and Fu Xiao}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{CA-PFL: Client-adaptive Parameter-efficient Fine-tuning for Personalized Federated Learning}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {5600--5611}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792619}, doi = {https://doi.org/10.1145/3774904.3792619} }