Run-Ze Fan
Scholar

Run-Ze Fan

Google Scholar ID: mhot7AUAAAAJ
University of Massachusetts Amherst
LLMData EngineeringReasoning
Citations & Impact
All-time
Citations
467
 
H-index
8
 
i10-index
7
 
Publications
11
 
Co-authors
15
list available
Resume (English only)
Academic Achievements
  • Published papers such as 'MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning'; involved in multiple research projects including MegaScience, Cognition Engineering, PC-Agent, and more; OlympicArena accepted by NeurIPS 2024 Datasets and Benchmarks; ReAlign accepted by EMNLP2024 Findings.
Research Experience
  • Was a research assistant at Generative AI Research Lab (GAIR), working with Prof. Pengfei Liu to explore Generative AI.
Education
  • Received the M.S. degree in Computer Technology from the Institute of Computing Technology (ICT) of Chinese Academy of Sciences (CAS) supervised by Prof. Jiafeng Guo in 2024; B.E. degree in computer science and technology from Shanghai Maritime University in 2021; currently a PhD student at Manning College of Information & Computer Sciences, University of Massachusetts Amherst, advised by Prof. Hamed Zamani.
Background
  • Primary research interests include natural language processing, large language models, and machine learning. Current research focuses on LLMs pre-training, post-training, and evaluation; data science and engineering; LLM for science (especially mathematics); digital agent.
Miscellany
  • Happy to collaborate and/or answer questions about his research.