Dynamic Routing-Based Adaptive Multi-LLM Collaboration: A Unified Recommendation Framework with Decision Knowledge Complementation.

@inproceedings{huang-2026-dynamic, author = {Jiale Huang and Yingyuan Xiao and Likang Wu and Xu Cheng and Wenguang Zheng and Qingbo Hao and Ming He and Hongke Zhao}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Dynamic Routing-Based Adaptive Multi-LLM Collaboration: A Unified Recommendation Framework with Decision Knowledge Complementation}}, 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 = {6126--6136}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792261}, doi = {https://doi.org/10.1145/3774904.3792261} }