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researcher

Lei Ma

18 papers hereh-index 9244 citations23 works total

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

author position
  • middle author5
  • last author12

Across the 17 of 18 papers where every author was matched, so the position is known.

fields
  • cs.SE14
  • cs.CL2
  • cs.AI1
  • cs.RO1
same name
  • Lei Ma — 8 papers, h 6
  • Lei Ma — 7 papers, h 4
  • Lei Ma — 6 papers, h 4
  • Lei Ma — 5 papers, h 3
  • Lei Ma — 5 papers, h 3
  • Lei Ma — 5 papers, h 3

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

works on
code generation 1large language models 1semantic analysis 1software testing 1uncertainty estimation 1

From the 1 of 18 linked papers with an AI index.

activity
20242026
most citedUnderstanding the Fundamental Design Decisions of Retrieval-Augmented Generation Systems

6 citations · 6 across the 2 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2025

GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model

Zhehua Zhou, Xuan Xie, Jiayang Song +2

Safe Reinforcement Learning (SRL) aims to realize a safe learning process for Deep Reinforcement Learning (DRL) algorithms by incorporating safety constraints. However, the efficac…

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