--- title: "Ruirui Li — author profile and papers — Elamur Research" description: "Ruirui Li: 2 papers on Elamur Research (2024) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/ruirui-li/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ruirui-li/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ruirui Li # Ruirui Li Ruirui Li has 2 papers in our library, in 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/); often with [Zheng Li](https://md.research.elamur.ai/free/en/authors/zheng-li/), [Bing Yin](https://md.research.elamur.ai/free/en/authors/bing-yin/), [Binxuan Huang](https://md.research.elamur.ai/free/en/authors/binxuan-huang/). 2 papers in our library · 2024 No OpenAlex profile matched yet. [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ruirui-li/#papers) · [🔗 Cited 60 times in our library](https://md.research.elamur.ai/free/en/authors/ruirui-li/cited-by/) · [⭐ Paper Stars ranking: #8277](https://md.research.elamur.ai/free/en/paper-stars/page/83/#star-8277) 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=Ruirui+Li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ruirui+Li) · [dblp](https://dblp.org/search?q=Ruirui+Li) · [ACL Anthology](https://aclanthology.org/search/?q=Ruirui+Li) ## 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/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 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/) · [Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/ruirui-li/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs](https://md.research.elamur.ai/free/en/papers/jin-2024-graph-chain-thought-augmenting-large/)** *(2024 · 89 citations)* LLMs often hallucinate on knowledge-heavy questions. Standard retrieval augmentation treats each document as a separate unit, so it misses knowledge carried by links between texts, such as citations, co-purchases or legal references. Turning whole neighbourhoods into text is also impractical, because subgraphs grow… 2. **[Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs](https://md.research.elamur.ai/free/en/papers/cheng-2024-inductive-deductive-rethinking-fundamental-reasoning/)** *(2024 · 16 citations)* Research on LLM reasoning usually blends two distinct abilities. Deduction applies a known rule to particular cases, and induction extracts a rule from examples. The authors ask which of the two is the real bottleneck. They run the same task in four settings: zero-shot with the rule stated, few-shot with the rule… ## Co-authors here 12 of 18 co-authors with a page, the most papers together first. - [Zheng Li](https://md.research.elamur.ai/free/en/authors/zheng-li/) ×2 - [Bing Yin](https://md.research.elamur.ai/free/en/authors/bing-yin/) - [Binxuan Huang](https://md.research.elamur.ai/free/en/authors/binxuan-huang/) - [Bowen Jin](https://md.research.elamur.ai/free/en/authors/bowen-jin/) - [Chulin Xie](https://md.research.elamur.ai/free/en/authors/chulin-xie/) - [Haoming Jiang](https://md.research.elamur.ai/free/en/authors/haoming-jiang/) - [Jiawei Han](https://md.research.elamur.ai/free/en/authors/jiawei-han/) - [Jiawei Zhang](https://md.research.elamur.ai/free/en/authors/jiawei-zhang/) - [Jingfeng Yang](https://md.research.elamur.ai/free/en/authors/jingfeng-yang/) - [Shiyang Li](https://md.research.elamur.ai/free/en/authors/shiyang-li/) - [Suhang Wang](https://md.research.elamur.ai/free/en/authors/suhang-wang/) - [Xian Li](https://md.research.elamur.ai/free/en/authors/xian-li/) ## 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/): [Findings of the Association for Computational Linguistics 2024](https://md.research.elamur.ai/free/en/venues/findings/2024/) ## Cited by Papers of our library cite their works 60 times (of the 149,439 papers whose bibliographies we read); [16 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ruirui-li/cited-by/). Updated 3 November 2026