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Peng Liu

10 papers hereh-index 435 citations16 works total

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

author position
  • first author5
  • middle author2
  • last author3

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • q-fin.RM3
  • cs.CL1
  • cs.LG1
  • cs.SI1
  • eess.SP1
  • math.OC1
same name
  • Peng Liu — 43 papers, h 80
  • Peng Liu — 16 papers, h 17
  • Peng Liu — 15 papers, h 77
  • Peng Liu — 12 papers, h 4
  • Peng Liu — 9 papers, h 9
  • Peng Liu — 9 papers, h 5

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
20242026
collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2025

BPO: Revisiting Preference Modeling in Direct Preference Optimization

Lin Sun, Chuang Liu, Peng Liu +3

Direct Preference Optimization (DPO) have emerged as a popular method for aligning Large Language Models (LLMs) with human preferences. While DPO effectively preserves the relative…

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