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Ruoxi Jia

Virginia Tech

SCHOLARLY PAPERS

2

DOWNLOADS

851

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 817 (75,361)

Abstract:

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Data Attribution, Generative AI

2.

Rethinking Data Value: Asymmetric Data Shapley for Structure-Aware Valuation in Data Markets and Machine Learning Pipelines

Number of pages: 60 Posted: 19 Dec 2025
University of Washington, Xi'an Jiaotong University, Xi'an Jiaotong University (XJTU) - School of Management, Virginia Tech and University of Washington - Michael G. Foster School of Business
Downloads 34 (1,290,922)

Abstract:

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Data Valuation, Data Marketplace, Machine Learning, Asymmetric Shapley Value, Large Language Model