Thorki: Decoupling General and Personalized Knowledge with Collaborative Fusion for Personalized Federated Learning.

@inproceedings{he-2026-thorki, author = {Qiang He and Rui Chen and Yicheng Liu and Sheng Zhong and Haipeng Dai and Feifei Chen and Hai Jin and Yun Yang}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Thorki: Decoupling General and Personalized Knowledge with Collaborative Fusion 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 = {5798--5809}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792140}, doi = {https://doi.org/10.1145/3774904.3792140} }