@article{federationofexpertscommunicationefficien, title = {Federation of Experts: Communication Efficient Distributed Inference for Large Language Models}, author = {Muhammad Shahir Abdurrahman and Chun Deng and Azalia Mirhoseini and Philip Levis}, year = {2026}, eprint = {2605.06206}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.06206}, }