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Bridging On-Device and Cloud LLMs for Collaborative Reasoning: A Unified Methodology for Local Routing and Post-Training
Sep 28, 2025
TAP: Two-Stage Adaptive Personalization of Multi-task and Multi-Modal Foundation Models in Federated Learning
Sep 1, 2025
Federated Sketching LoRA: On-Device Collaborative Fine-Tuning of Large Language Models
Jan 31, 2025