--- title: "Purple Mountain Laboratories — research, people and papers" description: "Purple Mountain Laboratories (Nanjing, China): 3 works on the Elamur Research site, 0 people with a page, 200 citations; its topics, units and the…" canonical: "https://research.elamur.ai/free/en/labs/purple-mountain-laboratories/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/labs/purple-mountain-laboratories/) [home](https://md.research.elamur.ai/free/en/) / [institutions](https://md.research.elamur.ai/free/en/orgs/) / [labs](https://md.research.elamur.ai/free/en/labs/) / Purple Mountain Laboratories # Purple Mountain Laboratories Research institute · PML [Nanjing](https://md.research.elamur.ai/free/en/agglomerations/nanjing/), [China](https://md.research.elamur.ai/free/en/countries/china/)in the agglomeration of [Nanjing](https://md.research.elamur.ai/free/en/agglomerations/nanjing/) - [Website](https://www.pmlabs.com.cn/) - [ROR](https://ror.org/04zcbk583) - [OpenAlex](https://openalex.org/I4210155350) [**3** works in our library](https://md.research.elamur.ai/free/en/labs/purple-mountain-laboratories/#works) · [**9** people with a page](https://md.research.elamur.ai/free/en/labs/purple-mountain-laboratories/#authors) · [**200** citations of these works](https://md.research.elamur.ai/free/en/labs/purple-mountain-laboratories/#works) · [**41** citations in our library](https://md.research.elamur.ai/free/en/labs/purple-mountain-laboratories/#works) ## People (9) Authors with a page here who worked or studied at Purple Mountain Laboratories: first those whose cited work was done most here; beside each, their citations. **Also published with this affiliation (9)** Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work. 1. [**Wei Huang**current · 2025 on 1 paper*2 papers here · 1,470 citations*](https://md.research.elamur.ai/free/en/authors/wei-huang/) 2. [**Bo Liu**current · 2026 on 1 paper*8 papers here · 2,114 citations*](https://md.research.elamur.ai/free/en/authors/bo-liu/) 3. [**Jie Huang**2021–2025 on 2 papers*5 papers here · 2,704 citations*](https://md.research.elamur.ai/free/en/authors/jie-huang/) 4. [**Zifan Wang**current · 2026 on 1 paper*2 papers here · 1,969 citations*](https://md.research.elamur.ai/free/en/authors/zifan-wang/) 5. [**Li Xiao**current · 2025 on 1 paper*3 papers here · 1,147 citations*](https://md.research.elamur.ai/free/en/authors/li-xiao/) 6. [**Haiming Wang**2019–2024 on 51 papers*4 papers here · 955 citations*](https://md.research.elamur.ai/free/en/authors/haiming-wang/) 7. [**Fei Yu**2024 on 2 papers*10 papers here · 941 citations*](https://md.research.elamur.ai/free/en/authors/fei-yu/) 8. [**Merouane Debbah**current · 2026 on 2 papers*2 papers here · 473 citations*](https://md.research.elamur.ai/free/en/authors/merouane-debbah/) 9. [**Jinming Wu**current · 2026 on 1 paper*2 papers here · 135 citations*](https://md.research.elamur.ai/free/en/authors/jinming-wu/) ## Works in our library (3) The most cited first (OpenAlex citations plus our library's). 1. **[A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation](https://md.research.elamur.ai/free/en/papers/huang-2023-survey-safety-trustworthiness-large-language/) [Artificial Intelligence Review](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/)**Xiaowei Huang, Wenjie Ruan, Wei Huang, et al.*2023 · 199 citations* 2. **[Don't Be Misled by Style: A Style-Adaptive Reranker for Capturing Effective Knowledge in Retrieval-Augmented Generation](https://md.research.elamur.ai/free/en/papers/zhang-2026-don-t-be-misled-style/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ruwen Zhang, Bo Liu, Zhang Sheng Xiang, et al.*2026 · 1 citation* 3. **[Graph-Assisted Large Language Models: A Perspective on Mitigating Intrinsic Limitations](https://md.research.elamur.ai/free/en/papers/luo-2026-graph-assisted-large-language-models/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Haitong Luo, Fali Wang, Weiyao Zhang, et al.*2026* ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/labs/purple-mountain-laboratories/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/labs/purple-mountain-laboratories/year/2023/) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 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/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Safety, Risk, Reliability and Quality · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/safety-risk-reliability-and-quality/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) · [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/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 4 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/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Collaborates with Institutions on the bylines of the same works here, the most works shared first. 1. **[Microsoft](https://md.research.elamur.ai/free/en/companies/microsoft/)***1 work shared* 2. **[Chinese Academy of Sciences](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/)***1 work shared* 3. **[University of Manchester](https://md.research.elamur.ai/free/en/universities/university-of-manchester/)***1 work shared* 4. **[Pennsylvania State University](https://md.research.elamur.ai/free/en/universities/pennsylvania-state-university/)***1 work shared* 5. **[University of Chinese Academy of Sciences](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/)***1 work shared* 6. **[KU Leuven](https://md.research.elamur.ai/free/en/universities/ku-leuven/)***1 work shared* 7. **[Institute of Computing Technology](https://md.research.elamur.ai/free/en/labs/institute-of-computing-technology/)***1 work shared* 8. **[The Hong Kong University of Science and Technology (Guangzhou)](https://md.research.elamur.ai/free/en/universities/the-hong-kong-university-of-science-and-technology-guangzhou/)***1 work shared* 9. **[Université Grenoble Alpes](https://md.research.elamur.ai/free/en/universities/universite-grenoble-alpes/)***1 work shared* 10. **[Southeast University](https://md.research.elamur.ai/free/en/universities/southeast-university-cn/)***1 work shared* 11. **[University of Liverpool](https://md.research.elamur.ai/free/en/universities/university-of-liverpool/)***1 work shared* Works and people from the bylines of the papers (OpenAlex): a person listed here worked or studied at Purple Mountain Laboratories; employment or education is named only where the person's ORCID record or Wikidata says so. Institution data from ROR and OpenAlex. Updated 2 November 2026