🧑‍🔬 Denghui Zhang

🏛️ Affiliations

🎓Stevens Institute of TechnologyHoboken · United States2023–2026 · 11 paperscurrent🎓Qilu University of TechnologyJinan · China2024–2026 · 4 paperscurrent🎓Shandong Academy of SciencesJinan · China2024–2026 · 4 paperscurrent🎓Zhejiang Shuren UniversityHangzhou · China2005–2025 · 26 papers🎓Rutgers, The State University of New JerseyNew Brunswick · United States2019–2023 · 9 papers🏛️Chinese Academy of SciencesBeijing · China2018–2023 · 5 papers🎓Harbin Institute of TechnologyHarbin · China2016–2021 · 4 papers🔬Shanghai Institute of Microsystem and Information TechnologyShanghai · China2020–2023 · 3 papers🎓University of Chinese Academy of SciencesBeijing · China2020–2023 · 3 papers🎓Zhejiang UniversityHangzhou · China2006–2008 · 3 papers

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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. RM-R1: Reward Modeling as 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 (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
• Cheng Qian
• Hanghang Tong
• Heng Ji
• Hongru Wang
• Tong Zhang
• Xiusi Chen
• Yi Zhang
• Yu Wang
• Yu Zhang
• 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: Findings of the Association for Computational Linguistics 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 →.

Updated 1 November 2026

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