Scholar
Yuan He
Google Scholar ID: sCXUhQcAAAAJ
Applied Scientist at Amazon, University of Oxford, CAMEL-AI.org
Citations & Impact
Citations
740
H-index
14
i10-index
16
Publications
20
Co-authors
39
list available
Resume (English only)
Academic Achievements
- - Publications: EMNLP 2025 Findings, ISWC 2025, COLM 2025, ICML-MAS 2025, ACL Findings 2025, TMLR, Semantic Web journal, ESWC 2024, CIKM 2023, WWW journal, AAAI 2022, AACL 2020, etc.
- - Awards: Best Resource Paper Runner-Up at CIKM 2023, Best Research Report Award at ISWS 2022, Best Resource Paper Nomination at ISWC 2022
- - Projects: Loong project, DeepOnto project
- - Workshop Proposal: Scaling Environments for Agents at NeurIPS 2025
Research Experience
- - Amazon SFAI, Applied Scientist (May 2025 - Present)
- - CAMEL-AI.org, Visiting Research Scientist (Dec 2024 - Present)
- - University of Oxford, Research Associate (Apr 2024 - Apr 2025)
- - University of Oxford, Teaching Assistant (KRR, STR, MAT) (Nov 2020 - Jun 2024)
- - University of Edinburgh, Teaching Assistant (Reasoning & Agents) (Jan 2019 - May 2020)
Education
- - Degree: DPhil (PhD) in Computer Science
- - University: University of Oxford
- - Supervisors: Prof. Ian Horrocks, Prof. Bernardo Cuenca Grau, Dr Jiaoyan Chen
- - Duration: Oct 2020 - Sep 2024
- - Major: Computer Science
- - Funding: Fully funded by Samsung Research UK
- - Degree: BSc (Hons) Artificial Intelligence and Mathematics
- - University: University of Edinburgh
- - Supervisor: Dr. Shay Cohen
- - Duration: Sep 2016 - May 2020
- - Grade: First class and ranked #1
Background
- - Research Interests: Post-training, agentic RL, rubric RL, evaluation of large language models for shopping
- - Professional Field: Computer Science, particularly integrating language models with structured knowledge
- - Brief Introduction: Applied Scientist at Amazon, active open-source contributor, working on everything related to AI agents at CAMEL-AI.org
Miscellany
- - Personal Interests: Open-source contributions, AI agent development
