--- title: "Mingyang Zhou — author profile and papers — Elamur Research" description: "Mingyang Zhou, Shenzhen University: 2 papers on Elamur Research (2026), h-index 17 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/mingyang-zhou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mingyang-zhou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mingyang Zhou # Mingyang Zhou Mingyang Zhou has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Haiming Qin](https://md.research.elamur.ai/free/en/authors/haiming-qin/), [Hao Liao](https://md.research.elamur.ai/free/en/authors/hao-liao/), [Jianxun Lian](https://md.research.elamur.ai/free/en/authors/jianxun-lian/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5023686661) · [ORCID](https://orcid.org/0000-0001-5996-3395) · [Wikidata](https://www.wikidata.org/wiki/Q98886367) · [**h-index 17**](https://openalex.org/authors/A5023686661) · [84 works](https://openalex.org/works?filter=author.id:A5023686661) · [959 citations](https://openalex.org/works?filter=author.id:A5023686661&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/mingyang-zhou/#papers) · [🔗 Cited 35 times in our library](https://md.research.elamur.ai/free/en/authors/mingyang-zhou/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11618](https://md.research.elamur.ai/free/en/paper-stars/page/117/#star-11618) 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=Mingyang+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mingyang+Zhou) · [dblp](https://dblp.org/search?q=Mingyang+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Mingyang+Zhou) ## Affiliations [🎓**Shenzhen University** Shenzhen · China 2015–2026 · 58 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/shenzhen-university/) · [🔬**Key Laboratory of Popular Type of High-performance Computer of Guangdong Province** Shenzhen · China 2015–2024 · 33 papers](https://ror.org/04e505q76) · [🎓**University of Science and Technology of China** Hefei · China 2011–2019 · 8 papers](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**University of California, Davis** Davis · United States 2018–2022 · 6 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-davis/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🎓**University of Fribourg** Fribourg · Switzerland 2015–2017 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-fribourg/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 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 6 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/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/mingyang-zhou/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Knowing-but-Doing: Diagnosing and Defending Role-Play-Driven LLMs Jailbreaks via Moral Disengagement](https://md.research.elamur.ai/free/en/papers/qin-2026-knowing-but-doing-diagnosing-defending/)** *(2026 · 1 citation)* The paper examines why LLMs drift into unsafe behaviour when asked to act out characters. The authors frame this with Bandura's Moral Disengagement theory and build MD-Trace, a diagnostic benchmark. It combines 80 personas from the Moral RolePlay dataset, split evenly across four moral levels from paragons to… 2. **[PersonaArena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language Models](https://md.research.elamur.ai/free/en/papers/shi-2026-personaarena-dynamic-simulation-evaluating-enhancing/)** *(2026)* PersonaArena targets a gap in how LLM role-playing is studied. Most prior work tests famous fictional characters or celebrities, which models may simply recall from training data. It also relies on static formats such as Q&A probes or BLEU-style metrics. This paper instead examines persona-level role-play: portraying… ## All works 4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[A Visual Attention Grounding Neural Model for Multimodal Machine Translation ↗](https://aclanthology.org/D18-1400/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Mingyang Zhou et al.*2018 · 118 citations* 2. **[Knowing-but-Doing: Diagnosing and Defending Role-Play-Driven LLMs Jailbreaks via Moral Disengagement](https://md.research.elamur.ai/free/en/papers/qin-2026-knowing-but-doing-diagnosing-defending/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Haiming Qin, Jianxun Lian, Qimin Zhong, et al.*2026 · 1 citation* 3. **[PersonaArena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language Models](https://md.research.elamur.ai/free/en/papers/shi-2026-personaarena-dynamic-simulation-evaluating-enhancing/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Wenlong Shi, Jianxun Lian, Mingqi Wu, et al.*2026* 4. **[Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement ↗](https://aclanthology.org/2026.acl-long.618/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Qimin Zhong et al.*2026* ## Co-authors here 6 co-authors with a page, the most papers together first. - [Haiming Qin](https://md.research.elamur.ai/free/en/authors/haiming-qin/) ×2 - [Hao Liao](https://md.research.elamur.ai/free/en/authors/hao-liao/) ×2 - [Jianxun Lian](https://md.research.elamur.ai/free/en/authors/jianxun-lian/) ×2 - [Naipeng Chao](https://md.research.elamur.ai/free/en/authors/naipeng-chao/) ×2 - [Mingqi Wu](https://md.research.elamur.ai/free/en/authors/mingqi-wu/) - [Xing Xie](https://md.research.elamur.ai/free/en/authors/xing-xie/) ## 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/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 - Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing - Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 35 times (of the 149,439 papers whose bibliographies we read); [5 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/mingyang-zhou/cited-by/). Updated 1 November 2026