Mirian Del Carmen Hipolito Garcia

Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings

BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute

Exploring How LLMs Capture and Represent Domain-Specific Knowledge

EcoAct: Economic Agent Determines When to Register What Action

Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation

FedJETs: Efficient Just-In-Time Personalization with Federated Mixture of Experts