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Zhenjiang Ren

7 papers hereh-index 181 citations8 works total

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

author position
  • first author3
  • middle author4

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.CL2
  • cs.LG2

identity via Semantic Scholar / OpenAlex

works on
adaptive learning 1agent architecture 1autonomous systems 1foundation models 1self-improving agents 1

From the 1 of 7 linked papers with an AI index.

most citedTowards Scientific Intelligence: A Survey of LLM-based Scientific Agents

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

collaborators
Showing cs.AIShow all

3 papers · 1 filter

cs.AI2026

EviGraph: Evidence-Guided Autonomous Research Agents

Zhenjiang Ren, Ruiji Li, Xujing Zhang +3

Autonomous research agents can generate hypotheses, execute experiments, and draft manuscripts, yet their outputs often contain unsupported claims and inconsistencies between resea…

cs.AI2026

Self-Improvements in Modern Agentic Systems: A Survey

Zhe Ren, Yimeng Chen, Dandan Guo +9

The paper surveys modern self-improving autonomous agents, presenting a system-level framework that combines foundation models with prompts, memory, tools, and control logic, and c…

cs.AI2026★ 6 cited

Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents

Shuo Ren, Can Xie, Pu Jian +3

As scientific research becomes increasingly complex, innovative tools are needed to manage vast data, facilitate interdisciplinary collaboration, and accelerate discovery. Large la…

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