A Structure-Agnostic Co-Tuning Framework for LLMs and SLMs in Cloud-Edge Systems.

@inproceedings{liu-2026-structureagnostic, author = {Yuze Liu and Yunhan Wang and Tiehua Zhang and Zhishu Shen and Cheng Peng and Libing Wu and Feng Xia and Jiong Jin}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{A Structure-Agnostic Co-Tuning Framework for LLMs and SLMs in Cloud-Edge Systems}}, 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 = {5667--5675}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792682}, doi = {https://doi.org/10.1145/3774904.3792682} }