--- title: "Yanjun Shao — author profile and papers — Elamur Research" description: "Yanjun Shao: 3 papers on Elamur Research (2023–2026), h-index 4 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/yanjun-shao/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yanjun-shao/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yanjun Shao # Yanjun Shao Yanjun Shao has 3 papers in our library, in 2023–2026, 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 [Xiangru Tang](https://md.research.elamur.ai/free/en/authors/xiangru-tang/), [Arman Cohan](https://md.research.elamur.ai/free/en/authors/arman-cohan/), [Kaikai An](https://md.research.elamur.ai/free/en/authors/kaikai-an/). 3 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5104199727) · [**h-index 4**](https://openalex.org/authors/A5104199727) · [14 works](https://openalex.org/works?filter=author.id:A5104199727) · [148 citations](https://openalex.org/works?filter=author.id:A5104199727&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/yanjun-shao/#papers) · [🔗 Cited 242 times in our library](https://md.research.elamur.ai/free/en/authors/yanjun-shao/cited-by/) · [⭐ Paper Stars ranking: #7771](https://md.research.elamur.ai/free/en/paper-stars/page/78/#star-7771) 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=Yanjun+Shao) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yanjun+Shao) · [dblp](https://dblp.org/search?q=Yanjun+Shao) · [ACL Anthology](https://aclanthology.org/search/?q=Yanjun+Shao) ## Affiliations [🎓**Hebei Agricultural University** Baoding · China 2007–2014 · 3 papers](https://ror.org/009fw8j44) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 8 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 9 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Materials Science · 2 works](https://md.research.elamur.ai/free/en/shelves/materials-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Materials Chemistry · 2 works](https://md.research.elamur.ai/free/en/shelves/materials-science/materials-chemistry/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [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 · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/yanjun-shao/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/yanjun-shao/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/yanjun-shao/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code](https://md.research.elamur.ai/free/en/papers/tang-2023-ml-bench-evaluating-large-language/)** *(2023 · 33 citations)* ML-Bench tests whether LLMs and autonomous agents can use real machine-learning GitHub repositories as libraries. 2. **[ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning](https://md.research.elamur.ai/free/en/papers/tang-2025-chemagent-self-updating-library-large/)** *(2025 · 15 citations)* Large language models often fail at multi-step chemistry problems. They misuse domain formulas, choose wrong constants or units, and make arithmetic slips that carry through later steps. They also write faulty Python for calculations. Earlier fixes such as StructChem prompting or self-reflection rely on fixed… 3. **[SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science](https://md.research.elamur.ai/free/en/papers/seo-2026-spio-ensemble-selective-strategies-llm/)** *(2026 · 3 citations)* LLM-powered data science agents such as Agent K, AutoKaggle and Data Interpreter usually follow one fixed chain of steps. ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Xiangru Tang](https://md.research.elamur.ai/free/en/authors/xiangru-tang/) ×2 - [Arman Cohan](https://md.research.elamur.ai/free/en/authors/arman-cohan/) - [Kaikai An](https://md.research.elamur.ai/free/en/authors/kaikai-an/) - [Mark Gerstein](https://md.research.elamur.ai/free/en/authors/mark-gerstein/) - [Muyang Ye](https://md.research.elamur.ai/free/en/authors/muyang-ye/) - [Pan Lu](https://md.research.elamur.ai/free/en/authors/pan-lu/) - [Shuzheng Si](https://md.research.elamur.ai/free/en/authors/shuzheng-si/) - [Wangchunshu Zhou](https://md.research.elamur.ai/free/en/authors/wangchunshu-zhou/) - [Xunjian Yin](https://md.research.elamur.ai/free/en/authors/xunjian-yin/) - [Yichi Zhang](https://md.research.elamur.ai/free/en/authors/yichi-zhang/) - [Yilun Zhao](https://md.research.elamur.ai/free/en/authors/yilun-zhao/) - [Yuliang Liu](https://md.research.elamur.ai/free/en/authors/yuliang-liu/) ## 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/) ## Cited by Papers of our library cite their works 242 times (of the 149,439 papers whose bibliographies we read); [54 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yanjun-shao/cited-by/). Updated 31 October 2026