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Zhengling Qi

5 papers hereh-index 220 citations5 works total

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

author position
  • middle author1
  • last author3

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • stat.ML2
  • cs.AI1
same name
  • Zhengling Qi — 24 papers, h 14
  • Zhengling Qi — 7 papers, h 1
  • Zhengling Qi — 6 papers, h 2
  • Zhengling Qi — 3 papers, h 1
  • Zhengling Qi — 1 paper
  • Zhengling Qi — 1 paper, h 2

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

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2026

When Right Meets Wrong: Bilateral Context Conditioning with Reward-Confidence Correction for GRPO

Yu Li, Tian Lan, Zhengling Qi

Group Relative Policy Optimization (GRPO) has emerged as an effective method for training reasoning models. While it computes advantages based on group mean, GRPO treats each outpu…

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