--- title: "Zhanhui Zhou — author profile and papers — Elamur Research" description: "Zhanhui Zhou, University of California, Berkeley: 3 papers on Elamur Research (2024–2026), h-index 4 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/zhanhui-zhou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zhanhui-zhou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zhanhui Zhou # Zhanhui Zhou Zhanhui Zhou has 3 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/); often with [Jie Liu](https://md.research.elamur.ai/free/en/authors/jie-liu/), [Bo Zheng](https://md.research.elamur.ai/free/en/authors/bo-zheng/), [Chao Yang](https://md.research.elamur.ai/free/en/authors/chao-yang/). 3 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5102620825) · [**h-index 4**](https://openalex.org/authors/A5102620825) · [14 works](https://openalex.org/works?filter=author.id:A5102620825) · [120 citations](https://openalex.org/works?filter=author.id:A5102620825&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/zhanhui-zhou/#papers) · [🔗 Cited 134 times in our library](https://md.research.elamur.ai/free/en/authors/zhanhui-zhou/cited-by/) · [⭐ Paper Stars ranking: #6534](https://md.research.elamur.ai/free/en/paper-stars/page/66/#star-6534) 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=Zhanhui+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zhanhui+Zhou) · [dblp](https://dblp.org/search?q=Zhanhui+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Zhanhui+Zhou) ## Affiliations [🎓**University of California, Berkeley** Berkeley · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) · [🔬**Shanghai Artificial Intelligence Laboratory** Shanghai · China 2024 · 8 papers](https://md.research.elamur.ai/free/en/labs/shanghai-artificial-intelligence-laboratory/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 4 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/zhanhui-zhou/year/2026/) · [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/zhanhui-zhou/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues](https://md.research.elamur.ai/free/en/papers/bai-2024-mt-bench-101-fine-grained/)** *(2024 · 174 citations)* Existing LLM benchmarks mostly test single-turn instructions. Multi-turn ones such as MT-Bench cover only two turns and broad skill categories, so they miss much of what happens in real chatbot conversations. MT-Bench-101 fills this gap with a fine-grained multi-turn benchmark. The authors studied real user–chatbot… 2. **[Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models](https://md.research.elamur.ai/free/en/papers/zhou-2024-weak-strong-search-align-large/)** *(2024 · 17 citations)* Aligning very large language models with human preferences through fine-tuning is costly and hard to engineer. 3. **[dLLM: Simple Diffusion Language Modeling](https://md.research.elamur.ai/free/en/papers/zhou-2026-dllm-simple-diffusion-language-modeling/)** *(2026 · 3 citations)* Diffusion language models (DLMs) are a growing alternative to autoregressive generation, but each open model tends to ship with its own one-off code. ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Jie Liu](https://md.research.elamur.ai/free/en/authors/jie-liu/) ×2 - [Bo Zheng](https://md.research.elamur.ai/free/en/authors/bo-zheng/) - [Chao Yang](https://md.research.elamur.ai/free/en/authors/chao-yang/) - [Dawn Song](https://md.research.elamur.ai/free/en/authors/dawn-song/) - [Hanghang Tong](https://md.research.elamur.ai/free/en/authors/hanghang-tong/) - [Jiaheng Liu](https://md.research.elamur.ai/free/en/authors/jiaheng-liu/) - [Lingjie Chen](https://md.research.elamur.ai/free/en/authors/lingjie-chen/) - [Tiezheng Ge](https://md.research.elamur.ai/free/en/authors/tiezheng-ge/) - [Wanli Ouyang](https://md.research.elamur.ai/free/en/authors/wanli-ouyang/) - [Wenbo Su](https://md.research.elamur.ai/free/en/authors/wenbo-su/) - [Xingyuan Bu](https://md.research.elamur.ai/free/en/authors/xingyuan-bu/) - [Yancheng He](https://md.research.elamur.ai/free/en/authors/yancheng-he/) ## 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/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/) ## Cited by Papers of our library cite their works 134 times (of the 149,439 papers whose bibliographies we read); [35 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zhanhui-zhou/cited-by/). Updated 1 November 2026