--- title: "Denghui Zhang — author profile and papers — Elamur Research" description: "Denghui Zhang, Stevens Institute of Technology: 2 papers on Elamur Research (2025–2026), h-index 14 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/denghui-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/denghui-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Denghui Zhang # Denghui Zhang Denghui Zhang has 2 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Bowen Jin](https://md.research.elamur.ai/free/en/authors/bowen-jin/), [Cheng Qian](https://md.research.elamur.ai/free/en/authors/cheng-qian/), [Hanghang Tong](https://md.research.elamur.ai/free/en/authors/hanghang-tong/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5101638182) · [ORCID](https://orcid.org/0000-0003-4492-3643) · [**h-index 14**](https://openalex.org/authors/A5101638182) · [82 works](https://openalex.org/works?filter=author.id:A5101638182) · [607 citations](https://openalex.org/works?filter=author.id:A5101638182&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/denghui-zhang/#papers) · [🔗 Cited 47 times in our library](https://md.research.elamur.ai/free/en/authors/denghui-zhang/cited-by/) · [⭐ Paper Stars ranking: #7831](https://md.research.elamur.ai/free/en/paper-stars/page/79/#star-7831) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Denghui+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Denghui+Zhang) · [dblp](https://dblp.org/search?q=Denghui+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Denghui+Zhang) ## Affiliations [🎓**Stevens Institute of Technology** Hoboken · United States 2023–2026 · 11 papers*current*](https://md.research.elamur.ai/free/en/universities/stevens-institute-of-technology/) · [🎓**Qilu University of Technology** Jinan · China 2024–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/qilu-university-of-technology/) · [🎓**Shandong Academy of Sciences** Jinan · China 2024–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/shandong-academy-of-sciences/) · [🎓**Zhejiang Shuren University** Hangzhou · China 2005–2025 · 26 papers](https://ror.org/0331z5r71) · [🎓**Rutgers, The State University of New Jersey** New Brunswick · United States 2019–2023 · 9 papers](https://md.research.elamur.ai/free/en/universities/rutgers-the-state-university-of-new-jersey/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2018–2023 · 5 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Harbin Institute of Technology** Harbin · China 2016–2021 · 4 papers](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🔬**Shanghai Institute of Microsystem and Information Technology** Shanghai · China 2020–2023 · 3 papers](https://md.research.elamur.ai/free/en/labs/shanghai-institute-of-microsystem-and-information-technology/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2020–2023 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🎓**Zhejiang University** Hangzhou · China 2006–2008 · 3 papers](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/denghui-zhang/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/denghui-zhang/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[RM-R1: Reward Modeling as Reasoning](https://md.research.elamur.ai/free/en/papers/chen-2025-rm-r1-reward-modeling-reasoning/)** *(2025 · 49 citations)* Reward models guide the alignment of LLMs, but each existing family has a weakness. Scalar RMs give no justification for their scores. Generative RMs explain their verdicts, yet their reasoning is often shallow. The authors treat preference judgment as a reasoning problem and introduce Reasoning Reward Models… 2. **[Accelerating LLM Fine-Tuning via Embedding Knowledge Transfer](https://md.research.elamur.ai/free/en/papers/peng-2026-accelerating-llm-fine-tuning-embedding/)** *(2026)* Fine-tuning large language models for a new domain is costly. PEFT methods such as LoRA update only Transformer block weights and ignore the embedding layer. Weak-to-Strong approaches need pseudo-labels, which require running inference with a small model and keeping both models in GPU memory. The authors propose… ## Co-authors here 11 co-authors with a page, the most papers together first. - [Bowen Jin](https://md.research.elamur.ai/free/en/authors/bowen-jin/) - [Cheng Qian](https://md.research.elamur.ai/free/en/authors/cheng-qian/) - [Hanghang Tong](https://md.research.elamur.ai/free/en/authors/hanghang-tong/) - [Heng Ji](https://md.research.elamur.ai/free/en/authors/heng-ji/) - [Hongru Wang](https://md.research.elamur.ai/free/en/authors/hongru-wang/) - [Tong Zhang](https://md.research.elamur.ai/free/en/authors/tong-zhang/) - [Xiusi Chen](https://md.research.elamur.ai/free/en/authors/xiusi-chen/) - [Yi Zhang](https://md.research.elamur.ai/free/en/authors/yi-zhang/) - [Yu Wang](https://md.research.elamur.ai/free/en/authors/yu-wang/) - [Yu Zhang](https://md.research.elamur.ai/free/en/authors/yu-zhang/) - [Ziqi Wang](https://md.research.elamur.ai/free/en/authors/ziqi-wang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 47 times (of the 149,439 papers whose bibliographies we read); [22 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/denghui-zhang/cited-by/). Updated 1 November 2026