Chengquan Guo
Scholar

Chengquan Guo

Google Scholar ID: ubFLQuEAAAAJ
University of Chicago
Software EngineeringLLM
Citations & Impact
All-time
Citations
43
 
H-index
2
 
i10-index
1
 
Publications
3
 
Co-authors
6
list available
Resume (English only)
Academic Achievements
  • - Published Papers:
  • - RedCode (NeurIPS, 2024)
  • - GUARDSET-X (NeurIPS, 2025)
  • - MMDT (ICLR 2025)
  • - RedCodeAgent (Submitted to ICLR 2026)
  • - BlueCodeAgent (Submitted to ICLR 2026)
  • - Honors & Awards:
  • - Outstanding Graduate (top 3%, 2025)
  • - National Scholarship (top 2%, 2024)
  • - Provincial Government Scholarship (top 3%, 2023)
  • - First-Class Scholarship in Zhejiang University (top 3%, 2023 & 2024)
  • - Tencent Scholarship (2023)
  • - Outstanding Student (2022, 2023, 2024)
Research Experience
  • - RedCode: Risky Code Execution and Generation Benchmark for Code Agents
  • - GUARDSET-X: Multi-Domain, Policy-Grounded, AI Security Guardrail Benchmark
  • - MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models
  • - RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents
  • - BlueCodeAgent: A Blue Teaming Agent Enabled by Automated Red Teaming for CodeGen AI
Education
  • - Degree: PhD
  • - School: University of Chicago
  • - Advisor: Prof. Bo Li
  • - Time: Current
  • - Major: Not specified
Background
  • - Research Interests: Trustworthy AI and its applications in software engineering and security
  • - Professional Field: Secure Learning Lab
  • - Introduction: A first-year PhD student at the University of Chicago's Secure Learning Lab, under the guidance of Prof. Bo Li