@article{firmfederatedinclientregularizedmultiobj, title = {FIRM: Federated In-client Regularized Multi-objective Alignment for Large Language Models}, author = {Fatemeh Nourzad and Amirhossein Roknilamouki and Eylem Ekici and Jia Liu and Ness Shroff}, year = {2025}, eprint = {2511.16992}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.16992}, }