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researcher

Shiyi Zheng

2 papers hereh-index 114 citations4 works total

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

author position
  • middle author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.CV1
same name
  • Shiyi Zheng — 3 papers, h 4
  • Shiyi Zheng — 1 paper, h 1

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

most citedMedical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2026

Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models

Shaonan Liu, Guo Yu, Xiaoling Luo +4

Medical Multimodal Large Language Models (Med-MLLMs) require egocentric clinical intent understanding for real-world deployment, yet existing benchmarks fail to evaluate this criti…

cs.CL2025★ 1 cited

Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications

Zizhan Ma, Wenxuan Wang, Meidan Ding +7

The proliferation of Large Language Models (LLMs) in medicine has enabled impressive capabilities, yet a critical gap remains in their ability to perform systematic, transparent, a…

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