EcoTune: Edge-Cloud Collaborative Model Adaptation for Budget-Constrained On-Device SLM Personalization.

@inproceedings{chen-2026-ecotune, author = {Gong Chen and Mingkai Lin and Xiaobin Hong and Wenzhong Li and Sanglu Lu}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{EcoTune: Edge-Cloud Collaborative Model Adaptation for Budget-Constrained On-Device SLM Personalization}}, 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 = {5210--5220}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792264}, doi = {https://doi.org/10.1145/3774904.3792264} }