--- title: "Yuhao Zhou — author profile and papers — Elamur Research" description: "Yuhao Zhou, China Huadian Corporation: 4 papers on Elamur Research (2023–2026), h-index 27 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/yuhao-zhou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yuhao-zhou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yuhao Zhou # Yuhao Zhou Yuhao Zhou has 4 papers in our library, in 2023–2026, 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/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Limao Xiong](https://md.research.elamur.ai/free/en/authors/limao-xiong/), [Shihan Dou](https://md.research.elamur.ai/free/en/authors/shihan-dou/), [Songyang Gao](https://md.research.elamur.ai/free/en/authors/songyang-gao/). 4 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5022304469) · [ORCID](https://orcid.org/0000-0002-9878-7969) · [**h-index 27**](https://openalex.org/authors/A5022304469) · [75 works](https://openalex.org/works?filter=author.id:A5022304469) · [2,518 citations](https://openalex.org/works?filter=author.id:A5022304469&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/yuhao-zhou/#papers) · [🔗 Cited 153 times in our library](https://md.research.elamur.ai/free/en/authors/yuhao-zhou/cited-by/) · [⭐ Paper Stars ranking: #5420](https://md.research.elamur.ai/free/en/paper-stars/page/55/#star-5420) 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=Yuhao+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yuhao+Zhou) · [dblp](https://dblp.org/search?q=Yuhao+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Yuhao+Zhou) ## Affiliations [🏢**China Huadian Corporation** Beijing · China 2022–2026 · 5 papers*current*](https://ror.org/03wj9h986) · [🎓**Civil Aviation Flight University of China** Luocheng · China 2026 · 1 paper*current*](https://ror.org/01xyb1v19) · [🎓**Chongqing University** Chongqing · China 2016–2020 · 14 papers](https://md.research.elamur.ai/free/en/universities/chongqing-university/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2020–2022 · 8 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Dalian Maritime University** Dalian · China 2021–2024 · 7 papers](https://md.research.elamur.ai/free/en/universities/dalian-maritime-university/) · [🎓**University of Science and Technology of China** Hefei · China 1999–2022 · 7 papers](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**Heilongjiang University** Harbin · China 2017–2020 · 7 papers](https://ror.org/04zyhq975) · [🎓**Nankai University** Tianjin · China 2022–2024 · 6 papers](https://md.research.elamur.ai/free/en/universities/nankai-university/) · [🔬**Changchun Institute of Applied Chemistry** Changchun · China 2020–2022 · 6 papers](https://ror.org/00h52n341) · [🔬**State Key Laboratory of Coal Mine Disaster Dynamics and Control** Chongqing 2019–2020 · 4 papers](https://ror.org/00725gb29) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 18 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 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/yuhao-zhou/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/yuhao-zhou/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/yuhao-zhou/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Secrets of RLHF in Large Language Models Part I: PPO](https://md.research.elamur.ai/free/en/papers/zheng-2023-secrets-rlhf-large-language-models/)** *(2023 · 135 citations)* RLHF is the main way to make LLMs helpful, honest and harmless. Its PPO stage, though, is unstable, sensitive to hyperparameters and costly to debug, and few open implementations existed. This report from the Fudan NLP Group and ByteDance breaks the RLHF pipeline into its stages: SFT, reward model training, and PPO… 2. **[LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin](https://md.research.elamur.ai/free/en/papers/dou-2024-loramoe-alleviating-world-knowledge-forgetting/)** *(2024 · 93 citations)* The paper examines a trade-off in supervised fine-tuning (SFT) of LLMs. Adding much more instruction data keeps improving downstream tasks, but it also erodes the factual knowledge the model gained in pre-training. The authors build a 5-million-sample instruction set covering seven task categories and fine-tune… 3. **[Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale](https://md.research.elamur.ai/free/en/papers/zou-2026-intern-s1-pro-scientific/)** *(2026 · 3 citations)* Intern-S1-Pro, from Shanghai AI Laboratory, is presented as the first scientific multimodal foundation model with one trillion parameters. 4. **[CSRP: Chain-of-Thought Reasoning for Chinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards](https://md.research.elamur.ai/free/en/papers/tian-2026-csrp-chain-thought-reasoning-chinese/)** *(2026 · 1 citation)* The paper tackles two weaknesses of LLM-based Chinese Grammatical Error Correction (CGEC). General-purpose models know little about typical learner errors. Supervised fine-tuning with MLE also tends to rewrite sentences that need no change, which lowers precision. The authors propose CSRP, a three-stage pipeline… ## Co-authors here 12 of 23 co-authors with a page, the most papers together first. - [Limao Xiong](https://md.research.elamur.ai/free/en/authors/limao-xiong/) ×2 - [Shihan Dou](https://md.research.elamur.ai/free/en/authors/shihan-dou/) ×2 - [Songyang Gao](https://md.research.elamur.ai/free/en/authors/songyang-gao/) ×2 - [Wei Shen](https://md.research.elamur.ai/free/en/authors/wei-shen/) ×2 - [Yan Liu](https://md.research.elamur.ai/free/en/authors/yan-liu/) ×2 - [Binghai Wang](https://md.research.elamur.ai/free/en/authors/binghai-wang/) - [Bowen Zhou](https://md.research.elamur.ai/free/en/authors/bowen-zhou/) - [Enyu Zhou](https://md.research.elamur.ai/free/en/authors/enyu-zhou/) - [Lin Zhu](https://md.research.elamur.ai/free/en/authors/lin-zhu/) - [Lu Chen](https://md.research.elamur.ai/free/en/authors/lu-chen/) - [Man Lan](https://md.research.elamur.ai/free/en/authors/man-lan/) - [Qin Liu](https://md.research.elamur.ai/free/en/authors/qin-liu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) ## Cited by Papers of our library cite their works 153 times (of the 149,439 papers whose bibliographies we read); [30 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yuhao-zhou/cited-by/). Updated 31 October 2026