--- title: "Qingkai Zeng — author profile and papers — Elamur Research" description: "Qingkai Zeng, University of Notre Dame: 2 papers on Elamur Research (2021–2024), h-index 15 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/qingkai-zeng/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/qingkai-zeng/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Qingkai Zeng # Qingkai Zeng Qingkai Zeng has 2 papers in our library, in 2021–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/); often with [Meng Jiang](https://md.research.elamur.ai/free/en/authors/meng-jiang/), [Bing Yin](https://md.research.elamur.ai/free/en/authors/bing-yin/), [Chenguang Zhu](https://md.research.elamur.ai/free/en/authors/chenguang-zhu/). 2 papers in our library · 2021–2024 [OpenAlex](https://openalex.org/A5030469532) · [ORCID](https://orcid.org/0000-0002-0610-1553) · [**h-index 15**](https://openalex.org/authors/A5030469532) · [118 works](https://openalex.org/works?filter=author.id:A5030469532) · [923 citations](https://openalex.org/works?filter=author.id:A5030469532&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/qingkai-zeng/#papers) · [🔗 Cited 165 times in our library](https://md.research.elamur.ai/free/en/authors/qingkai-zeng/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4331](https://md.research.elamur.ai/free/en/paper-stars/page/44/#star-4331) 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=Qingkai+Zeng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Qingkai+Zeng) · [dblp](https://dblp.org/search?q=Qingkai+Zeng) · [ACL Anthology](https://aclanthology.org/search/?q=Qingkai+Zeng) ## Affiliations [🎓**Nanjing University** Nanjing · China 2004–2026 · 58 papers*current*](https://md.research.elamur.ai/free/en/universities/nanjing-university/) · [🎓**University of Notre Dame** Notre Dame · United States 2018–2026 · 27 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-notre-dame/) · [🎓**Nankai University** Tianjin · China 2024–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/nankai-university/) · [🔬**State Key Laboratory of New Technology of Computer Software** Nanjing · China 2004–2021 · 7 papers](https://ror.org/04xqp3a64) · [🔬**IBM Research - Thomas J. Watson Research Center** Yorktown Heights · United States 2019–2021 · 3 papers](https://md.research.elamur.ai/free/en/labs/ibm-research-thomas-j-watson-research-center/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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 2 Research subjects and languages the work is about.[Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 1 paper Qingkai Zeng's papers of 2024](https://md.research.elamur.ai/free/en/papers/tan-2024-democratizing-large-language-models-personalized/) · [**2021** 1 paper Qingkai Zeng's papers of 2021](https://md.research.elamur.ai/free/en/papers/zhu-2021-enhancing-factual-consistency-abstractive-summarization/) ## Papers The most cited first (OpenAlex and our library). 1. **[Enhancing Factual Consistency of Abstractive Summarization](https://md.research.elamur.ai/free/en/papers/zhu-2021-enhancing-factual-consistency-abstractive-summarization/)** *(2021 · 188 citations)* Abstractive summarizers often produce text that misstates or invents facts from the source. Prior work estimates that up to 30% of such outputs contain these errors, which undermines trust in them. The authors address this in two ways. First, FASum is a transformer encoder-decoder summarizer that builds a per-article… 2. **[Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning](https://md.research.elamur.ai/free/en/papers/tan-2024-democratizing-large-language-models-personalized/)** *(2024 · 83 citations)* Most current approaches to personalizing large language models work by putting user information into the prompt. ## All works 6 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. **[Enhancing Factual Consistency of Abstractive Summarization](https://md.research.elamur.ai/free/en/papers/zhu-2021-enhancing-factual-consistency-abstractive-summarization/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Chenguang Zhu, William Hinthorn, Ruochen Xu, et al.*2021 · 188 citations* 2. **[Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning](https://md.research.elamur.ai/free/en/papers/tan-2024-democratizing-large-language-models-personalized/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Zhaoxuan Tan, Qingkai Zeng, Yijun Tian, et al.*2024 · 83 citations* 3. **[Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench ↗](https://aclanthology.org/2025.naacl-long.207/) Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yet**Zheyuan Liu et al.*2025 · 22 citations* 4. **[MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning ↗](https://aclanthology.org/2024.lrec-main.988/) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yet**Zhenwen Liang et al.*2024 · 19 citations* 5. **[Enhancing Mathematical Reasoning in LLMs by Stepwise Correction ↗](https://aclanthology.org/2025.acl-long.1048/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Zhenyu Wu et al.*2025 · 14 citations* 6. **[Instant Personalized Large Language Model Adaptation via Hypernetwork ↗](https://aclanthology.org/2026.acl-long.1081/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Zhaoxuan Tan et al.*2026 · 2 citations* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Meng Jiang](https://md.research.elamur.ai/free/en/authors/meng-jiang/) ×2 - [Bing Yin](https://md.research.elamur.ai/free/en/authors/bing-yin/) - [Chenguang Zhu](https://md.research.elamur.ai/free/en/authors/chenguang-zhu/) - [Michael Zeng](https://md.research.elamur.ai/free/en/authors/michael-zeng/) - [Xuedong Huang](https://md.research.elamur.ai/free/en/authors/xuedong-huang/) - [Yijun Tian](https://md.research.elamur.ai/free/en/authors/yijun-tian/) - [Zhaoxuan Tan](https://md.research.elamur.ai/free/en/authors/zhaoxuan-tan/) - [Zheyuan Liu](https://md.research.elamur.ai/free/en/authors/zheyuan-liu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ×2 - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2024](https://md.research.elamur.ai/free/en/venues/emnlp/2024/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2021](https://md.research.elamur.ai/free/en/venues/naacl/2021/) - Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) - Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 165 times (of the 141,840 papers whose bibliographies we read); [16 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/qingkai-zeng/cited-by/). Updated 24 October 2026