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Peng Li

3 papers hereh-index 4279 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.DB3
same name
  • Peng Li — 59 papers, h 37
  • Peng Li — 46 papers, h 65
  • Peng Li — 23 papers, h 12
  • Peng Li — 16 papers, h 13
  • Peng Li — 16 papers, h 5
  • Peng Li — 14 papers, h 13

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedDiffPrep: Differentiable Data Preprocessing Pipeline Search for Learning over Tabular Data

22 citations · 36 across the 3 of their papers we have counts for

collaborators
Showing 2019 · cs.DBShow all

1 paper · 2 filters

cs.DB2019★ 7 cited

CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks

Peng Li, Xi Rao, Jennifer Blase +3

Data quality affects machine learning (ML) model performances, and data scientists spend considerable amount of time on data cleaning before model training. However, to date, there…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.