Jinkun Xu

CES: Combinatorial Experts Selection via Contextual Linear Bandits

With the rapid advancement of large language models (LLMs), multi-agent systems have emerged as a promising alternative to scaling up a single model. Existing approaches ensemble multiple LLMs to improve response quality, but they often rely on static prior knowledge of model capabilities and prompts, and require exten...