Yuanzhe Zhang

Hetero-Designer: Automated Design of Multi-Agent Systems with Heterogeneous LLMs

Hetero-Designer is proposed, a novel pipeline that efficiently encodes intricate dependencies among queries, LLMs and roles through a novel Binary-Star Transformer and constructs Hetero-MAS in an autoregressive graph generation process.