Jie Fu
Scholar

Jie Fu

Google Scholar ID: 66osleIAAAAJ
Shanghai AI Lab
Deep LearningFormal ReasoningAutoformalizationReinforcement LearningLLMs
Citations & Impact
All-time
Citations
7,604
 
H-index
45
 
i10-index
92
 
Publications
20
 
Co-authors
3
list available
Resume (English only)
Academic Achievements
  • Outstanding Paper Award at NAACL 2024 (6 out of 2434 submissions)
  • Outstanding Paper Award at ICLR 2021 (8 out of 2997 submissions)
  • Finalist for ACM Gordon Bell Prize (COVID-19 Track) 2022
  • Oral presentation at ACL 2025 (243 out of 3000 accepted papers)
  • Spotlight paper at NeurIPS 2024
  • Published 'Think Before You Act: Decision Transformers with Working Memory' at ICML 2024
  • Published 'Massive Editing for Large Language Models via Meta Learning' at ICLR 2024
  • Published research on single-cell evolution tracking in Nature Biotechnology 2024
Background
  • Research Scientist at Shanghai AI Lab
  • Tenure-track Assistant Professor at Shanghai Innovation Institute
  • Research agenda centered on autoformalization and formal reasoning & verification to build math-seeking AI
  • Inspired by the mathematical universe hypothesis, programming languages, and truth-seeking, aiming to develop human-friendly AI that preserves and flourishes humanity
  • Key techniques include LLMs, deep reinforcement learning, diffusion LM, meta learning, reasoning, and safe AI alignment