Zeyi Liao
Zeyi Liao has 2 papers in our library, in 2024–2025; often with Yuting Ning, Bo Liu, Boshi Wang.
OpenAlex · h-index 5 · 24 works · 81 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 136 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #8283
Affiliations
🎓The Ohio State UniversityColumbus ·
United States2023–2026 · 17 papers🎓University of Southern CaliforniaLos Angeles ·
United States2022 · 2 papers
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksDecision Sciences · 1 workInformation Systems · 1 workInformation Systems and Management · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
Works by year
2020s
Papers
- ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery (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… - Agent Learning via 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
- ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific DiscoveryarXiv:2410.05080Ziru Chen, Shijie Chen, Yuting Ning, et al.2024 · 81 citations
- Agent Learning via Early ExperiencearXiv:2510.08558Kai Zhang, Xiangchao Chen, Bo Liu, et al.2025 · 24 citations
- WebGuard: Building a Generalizable Guardrail for Web Agents ↗arXiv (Cornell University) · no summary yetBoyuan Zheng et al.2025 · 4 citations
Co-authors here
- Yuting Ning ×2
- Bo Liu
- Boshi Wang
- Botao Yu
- Chen Wei
- Jian Xie
- Kai Zhang
- Shijie Chen
- Tianci Xue
- Yifei Li
- Yuxuan Sun
- Zhihan Liu
Cited by
Updated
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