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Zhenyu Zhang

Zhenyu Zhang has 4 papers in our library, in 2022–2026, most of them on Language models & pretraining, Efficient models & compression; often with Yu Sun, Haifeng Wang, Hua Ren Wu.

4 papers in our library · 2022–2026

OpenAlex · ORCID · h-index 39 · 276 works · 4,756 citations OpenAlex, 2026-10-14

📄 4 works in our library · 🔗 Cited 56 times in our library · ⭐ Paper Stars ranking: #7469

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Dalian Medical UniversityDalian · China2021–2026 · 8 paperscurrent🏥Children's Hospital of Fudan UniversityShanghai · China2016–2026 · 6 paperscurrent🎓Dali UniversityDali · China2024–2026 · 5 paperscurrent🎓Jiangnan UniversityWuxi · China2013–2026 · 2 paperscurrent🏛️Yunnan Provincial Department of EducationKunming · China2026 · 1 papercurrent🏥First Affiliated Hospital of Zhengzhou UniversityZhengzhou · China2019–2025 · 47 papers🎓Shandong UniversityJinan · China1998–2025 · 20 papers🎓Zhengzhou UniversityZhengzhou · China2019–2025 · 17 papers🎓Fudan UniversityShanghai · China2012–2025 · 12 papers🎓Capital Medical UniversityBeijing · China2010–2024 · 9 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 110 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 4 worksComputer Science · 4 worksArtificial Intelligence · 4 worksLanguage and Linguistics · 4 worksComputer Vision and Pattern Recognition · 2 worksHealth Information Management · 1 workHealth Professions · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workEfficient models & compression · 1 work

 Works by year

2020s

20261 paper20252 papers20221 paper

 Papers

The most cited first (OpenAlex and our library).

  1. ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding (2022 · 40 citations)
    Most document pre-training models treat layout as a 2D extension of 1D positions and serialize OCR output in raster-scan order (top-to-bottom, left-to-right).
  2. Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking (2025 · 16 citations)
    Larger LLMs bring diminishing returns, and small models hit capacity limits. Chain-of-Thought style test-time scaling also has a weakness: it only works if the model produces the critical tokens correctly. The authors trained GPT-2 on AQuA and tracked gradient norms layer by layer. Tokens the model gets right settle…
  3. BeamLoRA: Beam-Constraint Low-Rank Adaptation (2025 · 6 citations)
    Low-Rank Adaptation (LoRA) is an efficient way to fine-tune large language models, but its accuracy still has room to improve.
  4. CPTCoder: A Reliable LLM System for Medical Procedure Code Prediction (2026 · 1 citation)
    CPTCoder targets automatic assignment of Current Procedural Terminology (CPT) codes to clinical reports. This is a long-tailed, multi-label task in which codes are five-digit identifiers, so a single wrong digit names a different billable procedure. The authors fine-tune Llama-3.1-8B-Instruct with LoRA. They add…

 Co-authors here

12 of 17 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 56 times (of the 149,439 papers whose bibliographies we read); 11 citing papers with a page here →.

Updated

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