--- title: "Shumin Deng · Zhejiang University — author profile and papers" description: "Shumin Deng, Zhejiang University: 3 papers on Elamur Research (2022–2024), h-index 26 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/shumin-deng/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shumin-deng/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shumin Deng # Shumin Deng Shumin Deng has 3 papers in our library, in 2022–2024, 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/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Ningyu Zhang](https://md.research.elamur.ai/free/en/authors/ningyu-zhang/), [Huajun Chen](https://md.research.elamur.ai/free/en/authors/huajun-chen/), [Yunzhi Yao](https://md.research.elamur.ai/free/en/authors/yunzhi-yao/). 3 papers in our library · 2022–2024 [OpenAlex](https://openalex.org/A5060484186) · [ORCID](https://orcid.org/0000-0002-4049-8478) · [Wikidata](https://www.wikidata.org/wiki/Q130862161) · [**h-index 26**](https://openalex.org/authors/A5060484186) · [77 works](https://openalex.org/works?filter=author.id:A5060484186) · [2,921 citations](https://openalex.org/works?filter=author.id:A5060484186&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/shumin-deng/#papers) · [🔗 Cited 307 times in our library](https://md.research.elamur.ai/free/en/authors/shumin-deng/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3843](https://md.research.elamur.ai/free/en/paper-stars/page/39/#star-3843) 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=Shumin+Deng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shumin+Deng) · [dblp](https://dblp.org/search?q=Shumin+Deng) · [ACL Anthology](https://aclanthology.org/search/?q=Shumin+Deng) ## Affiliations [🎓**Zhejiang University** Hangzhou · China 2017–2026 · 46 papers*current*](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) · [🎓**National University of Singapore** Singapore · Singapore 2022–2025 · 20 papers](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🏢**Alibaba Group** Hangzhou · China 2018–2021 · 9 papers](https://md.research.elamur.ai/free/en/companies/alibaba-group/) · [🏢**Ant Group** Hangzhou · China 2023–2025 · 2 papers](https://md.research.elamur.ai/free/en/companies/ant-group/) · [🏢**Guangdong Power Grid Company** Guangzhou · China 2023–2024 · 2 papers](https://ror.org/04p8atc80) 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. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[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/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Developmental and Educational Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/developmental-and-educational-psychology/) · [Social Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/social-psychology/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) ## Works by year ### 2020s [**2024** 2 papers Shumin Deng's papers of 2024](https://md.research.elamur.ai/free/en/authors/shumin-deng/year/2024/) · [**2022** 1 paper Reasoning with Language Model Prompting: A Survey](https://md.research.elamur.ai/free/en/papers/qiao-2022-reasoning-language-model-prompting-survey/) ## Papers The most cited first (OpenAlex and our library). 1. **[Reasoning with Language Model Prompting: A Survey](https://md.research.elamur.ai/free/en/papers/qiao-2022-reasoning-language-model-prompting-survey/)** *(2022 · 161 citations)* This survey maps the fast-growing work on getting large language models to reason through prompting rather than through task-specific architectures. 2. **[Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View](https://md.research.elamur.ai/free/en/papers/zhang-2024-exploring-collaboration-mechanisms-llm-agents/)** *(2024 · 131 citations)* Systems built from several large language model agents are increasingly used for hard tasks, but it is unclear how their collaboration works or whether it resembles human group behaviour. 3. **[Detoxifying Large Language Models via Knowledge Editing](https://md.research.elamur.ai/free/en/papers/wang-2024-detoxifying-large-language-models-knowledge/)** *(2024 · 84 citations)* Safety-aligned LLMs can still be steered into harmful output when a malicious request is wrapped in a carefully engineered jailbreak prompt. The authors ask whether knowledge editing can fix the specific toxic parts of a model instead of only masking them. ## All works 6 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. [**Reasoning with Language Model Prompting: A Survey**Shuofei Qiao, Yixin Ou, Ningyu Zhang, et al.*arXiv:2212.09597 · 161 citations*](https://md.research.elamur.ai/free/en/papers/qiao-2022-reasoning-language-model-prompting-survey/) 2. **[Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View](https://md.research.elamur.ai/free/en/papers/zhang-2024-exploring-collaboration-mechanisms-llm-agents/)**Jintian Zhang, Xin Xu, Ningyu Zhang, et al.*[Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) · 131 citations* 3. **[Detoxifying Large Language Models via Knowledge Editing](https://md.research.elamur.ai/free/en/papers/wang-2024-detoxifying-large-language-models-knowledge/)**Mengru Wang, Ningyu Zhang, Ziwen Xu, et al.*[Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) · 84 citations* 4. **[Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms](https://aclanthology.org/2025.acl-long.1139/) · original ↗ · no summary yet · Proceedings of the 63rd Annual Meeting of the Association for Computational…**Mengru Wang et al.*2025 · 14 citations* 5. **[Text-guided Legal Knowledge Graph Reasoning](https://arxiv.org/abs/2104.02284) · original ↗ · no summary yet · arXiv:2104.02284**Luoqiu Li et al.*2021 · 13 citations* 6. **[DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation](https://aclanthology.org/2025.coling-main.156/) · original ↗ · no summary yet · Proceedings of the 31st International Conference on Computational Linguistics**Minzhi Li et al.*2025 · 9 citations* ## Co-authors here 11 co-authors with a page, the most papers together first. - [Ningyu Zhang](https://md.research.elamur.ai/free/en/authors/ningyu-zhang/) ×3 - [Huajun Chen](https://md.research.elamur.ai/free/en/authors/huajun-chen/) ×2 - [Yunzhi Yao](https://md.research.elamur.ai/free/en/authors/yunzhi-yao/) ×2 - [Bryan Hooi](https://md.research.elamur.ai/free/en/authors/bryan-hooi/) - [Chuanqi Tan](https://md.research.elamur.ai/free/en/authors/chuanqi-tan/) - [Fei Huang](https://md.research.elamur.ai/free/en/authors/fei-huang/) - [Jindong Wang](https://md.research.elamur.ai/free/en/authors/jindong-wang/) - [Linyi Yang](https://md.research.elamur.ai/free/en/authors/linyi-yang/) - [Ruibo Liu](https://md.research.elamur.ai/free/en/authors/ruibo-liu/) - [Xin Xu](https://md.research.elamur.ai/free/en/authors/xin-xu/) - [Zekun Xi](https://md.research.elamur.ai/free/en/authors/zekun-xi/) ## 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/) ×3: [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) ×2 - Proceedings of the 31st International Conference on… ## Cited by Papers of our library cite their works 307 times (of the 141,840 papers whose bibliographies we read); [21 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shumin-deng/cited-by/). Updated 24 October 2026