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Sizhe Liu

Massachusetts Institute of Technology (MIT)

SCHOLARLY PAPERS

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Scholarly Papers (1)

1.

Role Differentiation and Domain Knowledge Allocation in LLM-Based Agent Systems: Evidence from Drug Discovery

Number of pages: 43 Posted: 06 Apr 2026
Jiate Li, Sizhe Liu, Xiyang Hu and Jieyu Zhao
University of Southern California, Massachusetts Institute of Technology (MIT), Arizona State University and University of Southern California
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Abstract:

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Large Language Models, Multi-Agent Systems, Role Differentiation, Domain Knowledge Allocation, Drug Discovery