--- title: "Derong Xu — author profile and papers — Elamur Research" description: "Derong Xu, University of Science and Technology of China: 2 papers on Elamur Research (2023–2026), h-index 7 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/derong-xu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/derong-xu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Derong Xu # Derong Xu Derong Xu has 2 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/); often with [Enhong Chen](https://md.research.elamur.ai/free/en/authors/enhong-chen/), [Tong Xu](https://md.research.elamur.ai/free/en/authors/tong-xu/), [Xiangyu Zhao](https://md.research.elamur.ai/free/en/authors/xiangyu-zhao/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5081695896) · [ORCID](https://orcid.org/0000-0002-3971-9907) · [**h-index 7**](https://openalex.org/authors/A5081695896) · [24 works](https://openalex.org/works?filter=author.id:A5081695896) · [546 citations](https://openalex.org/works?filter=author.id:A5081695896&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/derong-xu/#papers) · [🔗 Cited 96 times in our library](https://md.research.elamur.ai/free/en/authors/derong-xu/cited-by/) · [⭐ Paper Stars ranking: #4819](https://md.research.elamur.ai/free/en/paper-stars/page/49/#star-4819) 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=Derong+Xu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Derong+Xu) · [dblp](https://dblp.org/search?q=Derong+Xu) · [ACL Anthology](https://aclanthology.org/search/?q=Derong+Xu) ## Affiliations [🎓**City University of Hong Kong** Hong Kong · China 2024–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/universities/city-university-of-hong-kong/) · [🎓**University of Science and Technology of China** Hefei · China 2023–2026 · 11 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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/) · [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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Cognitive Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/cognitive-neuroscience/) · [Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/) 🧭 Topics 2 Research subjects and languages the work is about.[Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Information extraction · 1 work](https://md.research.elamur.ai/free/en/concepts/information-extraction/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/derong-xu/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/derong-xu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Large Language Models for Generative Information Extraction: A Survey](https://md.research.elamur.ai/free/en/papers/xu-2023-large-language-models-generative-information/)** *(2023 · 406 citations)* Information extraction (IE) turns raw text into structured knowledge such as entities, relations and events. 2. **[Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory](https://md.research.elamur.ai/free/en/papers/xu-2026-learning-how-what-memorize-cognition/)** *(2026)* LLM agents that personalize conversations over many sessions need a long-term user memory, because the context window cannot hold the whole history. ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Enhong Chen](https://md.research.elamur.ai/free/en/authors/enhong-chen/) ×2 - [Tong Xu](https://md.research.elamur.ai/free/en/authors/tong-xu/) ×2 - [Xiangyu Zhao](https://md.research.elamur.ai/free/en/authors/xiangyu-zhao/) ×2 - [Chao Zhang](https://md.research.elamur.ai/free/en/authors/chao-zhang/) - [Pengyue Jia](https://md.research.elamur.ai/free/en/authors/pengyue-jia/) - [Wei Chen](https://md.research.elamur.ai/free/en/authors/wei-chen/) - [Wenjun Peng](https://md.research.elamur.ai/free/en/authors/wenjun-peng/) - [Wenlin Zhang](https://md.research.elamur.ai/free/en/authors/wenlin-zhang/) - [Xian Wu](https://md.research.elamur.ai/free/en/authors/xian-wu/) - [Yang Wang](https://md.research.elamur.ai/free/en/authors/yang-wang/) - [Yefeng Zheng](https://md.research.elamur.ai/free/en/authors/yefeng-zheng/) - [Yimin Deng](https://md.research.elamur.ai/free/en/authors/yimin-deng/) ## 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/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Frontiers of Computer Science](https://md.research.elamur.ai/free/en/venues/frontiers-of-computer-science/): [Frontiers of Computer Science 2023](https://md.research.elamur.ai/free/en/venues/frontiers-of-computer-science/2023/) ## Cited by Papers of our library cite their works 96 times (of the 149,439 papers whose bibliographies we read); [13 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/derong-xu/cited-by/). Updated 2 November 2026