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20242026
most citedFederated Sketching LoRA: A Flexible Framework for Heterogeneous Collaborative Fine-Tuning of LLMs

1 citations · 1 across the 9 of their papers we have counts for

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cs.AI2026

Iterative Critique-and-Routing Controller for Multi-Agent Systems with Heterogeneous LLMs

Wenzhi Fang, Liangqi Yuan, Guangchen Lan +2

Multi-agent large language model (LLM) systems often rely on a controller to coordinate a pool of heterogeneous models, yet existing controllers are typically limited to one-shot r…

cs.AI2025

LLMAP: LLM-Assisted Multi-Objective Route Planning with User Preferences

Liangqi Yuan, Dong-Jun Han, Christopher G. Brinton +1

The rise of large language models (LLMs) has made natural language-driven route planning an emerging research area that encompasses rich user objectives. Current research exhibits…