
|
I lead a research collective known as VIP, named after Verification and Intelligence for Programs. Our work sits at the intersection of formal verification--employing rigorous mathematical methodologies to ensure the reliability of safety-critical systems--and code intelligence, which leverages Large Language Models to automate the understanding, generation, analysis and optimization of programs. Beyond general-purpose programming, we specialize in the security and correctness of zero-knowledge proof circuit programming and cryptographic systems like zkVMs.
Furthermore, we actively seek candidates with an interest in theoretical computer science and AI for sciences. |
Program Invariant Generations
Formal Verification for ZKP Circuit Programming



Formal Methods on Intelligence Control Systems

Representative projects
Recent contribution in group
ZK4FM, ZK4DNN, ZK4LLM
Dependable ZK Virtual Machine
Representative projects
Recent contribution in group
Artificial intelligence generated function (AIGF)
Solving Computationally Intractable Problems in LLM
Code Optimization
Agent Performance Evaluation Platform
Representative projects
Recent contribution in group
Guoqiang Li
Last modified: Sunday, Mar. 15, 2026.