Lyumanshan Ye
Lyumanshan Ye has 2 papers in our library, in 2024–2025, most of them on Reasoning; often with Dayuan Fu, Ethan Chern, Haoyang Zou.
OpenAlex · ORCID · Wikidata · h-index 4 · 23 works · 59 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 146 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #6831
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 1 work
Works by year
2020s
Papers
- DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments (2025 · 113 citations)
LLM agents that search the web are promising for deep research. Existing open methods either depend on fragile hand-written prompts or train with RL against fixed local corpora, which do not reflect the messy, changing open web. DeepResearcher is a framework for training such agents end-to-end with reinforcement… - OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI (2024 · 56 citations)
Existing exam-style benchmarks for LLMs and LMMs mostly test knowledge recall or simple concept application, and they usually grade only final answers.
All works
- DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world EnvironmentsConference on Empirical Methods in Natural Language Processing (EMNLP)Yuxiang Zheng, Dayuan Fu, Xiangkun Hu, et al.2025 · 113 citations
- OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AIConference on Neural Information Processing Systems (NeurIPS)Zhen Huang, Zengzhi Wang, Shijie Xia, et al.2024 · 56 citations
- AlphaGo Moment for Model Architecture Discovery ↗arXiv:2507.18074 · no summary yetYixiu Liu et al.2025 · 8 citations
Co-authors here
- Dayuan Fu
- Ethan Chern
- Haoyang Zou
- Pengfei Liu
- Pengrui Lu
- Ruijie Xu
- Run-Ze Fan
- Shijie Xia
- Xiangkun Hu
- Xiaojie Cai
- Xuefeng Li
- Yikai Zhang
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2024
Cited by
Updated
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