PPL
Christopher G. Brinton
Papers (4)
Iterative Critique-and-Routing Controller for Multi-Agent Systems with Heterogeneous LLMsPAAC: Privacy-Aware Agentic Device-Cloud CollaborationLarge Language Models over Networks: Collaborative Intelligence under Resource ConstraintsSelf-Play Enhancement via Advantage-Weighted Refinement in Online Federated LLM Fine-Tuning with Real-Time Feedback