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  • 👋 I am an undergraduate student studying Computer Science at California Institute of Technology (Caltech). I am a researcher in the Stanford AI Lab (SAIL), advised by Prof. Noah Goodman in the Computation & Cognition Lab (CoCoLab).
  • 🔎 My current research interest is in machine reasoning, especially AI for mathematics and code generation. In the past, I have also worked on energy-efficient machine learning systems.
  • ❤️ I have been fortunate to work with Prof. Anima Anandkumar (Caltech), Dr. Kaiyu Yang (Meta), Prof. Tim Sherwood (UC Santa Barbara), and Dr. Jeremy Lau (Google) during my undergrad.
  • 📫 I'm always open to collaborations. Please feel free to email me at [email protected].

Peiyang Song's Projects

aesop icon aesop

White-box automation for Lean 4

llm-a-not-b-errors icon llm-a-not-b-errors

Official repository for paper "In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models"

llmstep icon llmstep

llmstep: [L]LM proofstep suggestions in Lean 4.

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