--- title: "Zeyi Liao · The Ohio State University — author profile and papers" description: "Zeyi Liao, The Ohio State University: 2 papers on Elamur Research (2024–2025), h-index 5 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/zeyi-liao/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zeyi-liao/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zeyi Liao # Zeyi Liao Zeyi Liao has 2 papers in our library, in 2024–2025; often with [Yuting Ning](https://md.research.elamur.ai/free/en/authors/yuting-ning/), [Bo Liu](https://md.research.elamur.ai/free/en/authors/bo-liu/), [Boshi Wang](https://md.research.elamur.ai/free/en/authors/boshi-wang/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5104175587) · [**h-index 5**](https://openalex.org/authors/A5104175587) · [24 works](https://openalex.org/works?filter=author.id:A5104175587) · [81 citations](https://openalex.org/works?filter=author.id:A5104175587&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/zeyi-liao/#papers) · [🔗 Cited 136 times in our library](https://md.research.elamur.ai/free/en/authors/zeyi-liao/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8283](https://md.research.elamur.ai/free/en/paper-stars/page/83/#star-8283) 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=Zeyi+Liao) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zeyi+Liao) · [dblp](https://dblp.org/search?q=Zeyi+Liao) · [ACL Anthology](https://aclanthology.org/search/?q=Zeyi+Liao) ## Affiliations [🎓**The Ohio State University** Columbus · United States 2023–2026 · 17 papers*current*](https://md.research.elamur.ai/free/en/universities/the-ohio-state-university/) · [🎓**University of Southern California** Los Angeles · United States 2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-southern-california/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 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 7 The field of science this work belongs to (OpenAlex fields).[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/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Information Systems and Management · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/zeyi-liao/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/zeyi-liao/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery](https://md.research.elamur.ai/free/en/papers/chen-2024-scienceagentbench-rigorous-assessment-language/)** *(2024 · 81 citations)* Claims that LLM-based agents can automate whole research pipelines are hard to verify. The authors argue that agents should first be tested on the individual steps of a scientific workflow. For this purpose they introduce ScienceAgentBench, which collects 102 tasks from 44 peer-reviewed papers spanning four fields… 2. **[Agent Learning via Early Experience](https://md.research.elamur.ai/free/en/papers/zhang-2025-agent-learning-early-experience/)** *(2025 · 24 citations)* Reinforcement learning is hard to apply to language agents when environments give no verifiable reward, as on websites, or demand long, costly multi-turn 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. [**ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery arXiv:2410.05080**Ziru Chen, Shijie Chen, Yuting Ning, et al.*2024 · 81 citations*](https://md.research.elamur.ai/free/en/papers/chen-2024-scienceagentbench-rigorous-assessment-language/) 2. [**Agent Learning via Early Experience arXiv:2510.08558**Kai Zhang, Xiangchao Chen, Bo Liu, et al.*2025 · 24 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2025-agent-learning-early-experience/) 3. **[WebGuard: Building a Generalizable Guardrail for Web Agents ↗](https://arxiv.org/abs/2507.14293) arXiv (Cornell University) · no summary yet**Boyuan Zheng et al.*2025 · 4 citations* ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Yuting Ning](https://md.research.elamur.ai/free/en/authors/yuting-ning/) ×2 - [Bo Liu](https://md.research.elamur.ai/free/en/authors/bo-liu/) - [Boshi Wang](https://md.research.elamur.ai/free/en/authors/boshi-wang/) - [Botao Yu](https://md.research.elamur.ai/free/en/authors/botao-yu/) - [Chen Wei](https://md.research.elamur.ai/free/en/authors/chen-wei/) - [Jian Xie](https://md.research.elamur.ai/free/en/authors/jian-xie/) - [Kai Zhang](https://md.research.elamur.ai/free/en/authors/kai-zhang/) - [Shijie Chen](https://md.research.elamur.ai/free/en/authors/shijie-chen/) - [Tianci Xue](https://md.research.elamur.ai/free/en/authors/tianci-xue/) - [Yifei Li](https://md.research.elamur.ai/free/en/authors/yifei-li/) - [Yuxuan Sun](https://md.research.elamur.ai/free/en/authors/yuxuan-sun/) - [Zhihan Liu](https://md.research.elamur.ai/free/en/authors/zhihan-liu/) ## Cited by Papers of our library cite their works 136 times (of the 149,439 papers whose bibliographies we read); [55 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zeyi-liao/cited-by/). Updated 3 November 2026