2026
FlatLand: Personalized Graph Federated Learning via Tailored Lorentz Space
ICML 2026oral
Personalization has become a pivotal field of study in contemporary intelligent systems. While large language models (LLMs) excel at general knowledge tasks, they often struggle with personalization, i.e., adapting their outputs to individual user expectations. Existing approaches that steer LLM beh…