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Jieyu Zhao

University of Southern California

SCHOLARLY PAPERS

2

DOWNLOADS

835

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

A Survey of Data Attribution: Methods, Applications, and Evaluation in the Era of Generative AI

Number of pages: 85 Posted: 24 Sep 2025
University of Illinois at Urbana-Champaign, University of Illinois at Urbana-Champaign, University of Illinois at Urbana-Champaign, University of Illinois at Urbana-Champaign, University of Illinois at Urbana-Champaign, Princeton University, Harvard University, University of Chicago, Carnegie Mellon University, University of Michigan, Carnegie Mellon University, Virginia Tech, University of Michigan, New York University (NYU), University of California San Diego, University of Michigan, Carnegie Mellon University, Harvard University, University of Illinois at Urbana-Champaign, Virginia Tech, Harvard University, University of Illinois at Urbana-Champaign, Carnegie Mellon University, Carnegie Mellon University, University of Southern California, University of Illinois at Urbana-Champaign, University of Illinois at Urbana-Champaign and University of Illinois at Urbana-Champaign
Downloads 818 (75,361)

Abstract:

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Data Attribution, Generative AI

2.

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
Downloads 17 (1,491,251)

Abstract:

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