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Zhongrui Ma

4 papers hereh-index 443 citations5 works total

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

author position
  • middle author3
  • last author1

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

fields
  • cs.IR3
  • cs.AI1

identity via Semantic Scholar / OpenAlex

most citedSTARec: An Efficient Agent Framework for Recommender Systems via Autonomous Deliberate Reasoning

3 citations · 5 across the 4 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2025★ 3 cited

STARec: An Efficient Agent Framework for Recommender Systems via Autonomous Deliberate Reasoning

Chenghao Wu, Ruiyang Ren, Junjie Zhang +4

While modern recommender systems are instrumental in navigating information abundance, they remain fundamentally limited by static user modeling and reactive decision-making paradi…

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