--- title: "Jiayan Guo · Alibaba Group — author profile and papers" description: "Jiayan Guo, Alibaba Group: 2 papers on Elamur Research (2023–2025), h-index 9 — affiliations, topics, co-authors and who cites them in our…" canonical: "https://research.elamur.ai/free/en/authors/jiayan-guo/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jiayan-guo/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jiayan Guo # Jiayan Guo Jiayan Guo has 2 papers in our library, in 2023–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Fei Huang](https://md.research.elamur.ai/free/en/authors/fei-huang/), [Hao Sun](https://md.research.elamur.ai/free/en/authors/hao-sun/), [Jingren Zhou](https://md.research.elamur.ai/free/en/authors/jingren-zhou/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5067015458) · [ORCID](https://orcid.org/0000-0002-7741-1153) · [Wikidata](https://www.wikidata.org/wiki/Q131161503) · [**h-index 9**](https://openalex.org/authors/A5067015458) · [34 works](https://openalex.org/works?filter=author.id:A5067015458) · [414 citations](https://openalex.org/works?filter=author.id:A5067015458&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jiayan-guo/#papers) · [🔗 Cited 157 times in our library](https://md.research.elamur.ai/free/en/authors/jiayan-guo/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7496](https://md.research.elamur.ai/free/en/paper-stars/page/75/#star-7496) 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=Jiayan+Guo) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiayan+Guo) · [dblp](https://dblp.org/search?q=Jiayan+Guo) · [ACL Anthology](https://aclanthology.org/search/?q=Jiayan+Guo) ## Affiliations [🏢**Alibaba Group** Hangzhou · China 2024–2026 · 8 papers*current*](https://md.research.elamur.ai/free/en/companies/alibaba-group/) · [🏢**Alibaba DAMO Academy** Hangzhou · China 2024–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/companies/alibaba-damo-academy/) · [🏢**Alibaba Group** George Town · Cayman Islands 2024–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/companies/alibaba-group-cayman-islands/) · [🎓**Peking University** Beijing · China 2022–2025 · 14 papersEducation](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Beijing Normal University** Beijing · China 2024–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/beijing-normal-university/) · [🎓**Central University of Finance and Economics** Beijing · China 2018–2021 · 3 papers](https://md.research.elamur.ai/free/en/universities/central-university-of-finance-and-economics/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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 6 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/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/jiayan-guo/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/jiayan-guo/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking](https://md.research.elamur.ai/free/en/papers/guo-2023-gpt4graph-large-language-models-understand/)** *(2023 · 75 citations)* Large language models perform well on text, but it is unclear how well they handle graphs, which are central to social network analysis, chemistry, recommendation and knowledge bases. 2. **[ZeroSearch: Incentivize the Search Capability of LLMs without Searching](https://md.research.elamur.ai/free/en/papers/sun-2025-zerosearch-incentivize-search-capability-llms/)** *(2025 · 50 citations)* Training LLM agents to use web search through reinforcement learning usually means querying a live engine during rollouts. ## All works 3 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. [**GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking arXiv:2305.15066**Jiayan Guo, Lun Du, Hengyu Liu, et al.*2023 · 75 citations*](https://md.research.elamur.ai/free/en/papers/guo-2023-gpt4graph-large-language-models-understand/) 2. [**ZeroSearch: Incentivize the Search Capability of LLMs without Searching arXiv:2505.04588**Hao Sun, Zile Qiao, Jiayan Guo, et al.*2025 · 50 citations*](https://md.research.elamur.ai/free/en/papers/sun-2025-zerosearch-incentivize-search-capability-llms/) 3. **[Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents ↗](https://arxiv.org/abs/2410.13185) arXiv:2410.13185 · no summary yet**Long Li et al.*2024 · 47 citations* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Fei Huang](https://md.research.elamur.ai/free/en/authors/fei-huang/) - [Hao Sun](https://md.research.elamur.ai/free/en/authors/hao-sun/) - [Jingren Zhou](https://md.research.elamur.ai/free/en/authors/jingren-zhou/) - [Lun Du](https://md.research.elamur.ai/free/en/authors/lun-du/) - [Mengyu Zhou](https://md.research.elamur.ai/free/en/authors/mengyu-zhou/) - [Pengjun Xie](https://md.research.elamur.ai/free/en/authors/pengjun-xie/) - [Shi Han](https://md.research.elamur.ai/free/en/authors/shi-han/) - [Xinyi He](https://md.research.elamur.ai/free/en/authors/xinyi-he/) - [Xuanbo Fan](https://md.research.elamur.ai/free/en/authors/xuanbo-fan/) - [Yan Zhang](https://md.research.elamur.ai/free/en/authors/yan-zhang/) - [Yong Jiang](https://md.research.elamur.ai/free/en/authors/yong-jiang/) - [Zile Qiao](https://md.research.elamur.ai/free/en/authors/zile-qiao/) ## Cited by Papers of our library cite their works 157 times (of the 149,439 papers whose bibliographies we read); [50 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jiayan-guo/cited-by/). Updated 2 November 2026