Hello I'm

Chengquan Guo (郭城权)

I am a first year PhD student in the Secure Learning Lab at the University of Chicago under the guidance of Prof. Bo Li. My research interests lie in Trustworthy AI and the applications of AI in software engineering and security.

Research

    "*" stands for equal contribution.

  • RedCode: Risky Code Execution and Generation Benchmark for Code Agents

    Chengquan Guo*, Xun Liu*, Chulin Xie*, Andy Zhou, Yi Zeng, Zinan Lin, Dawn Song, Bo Li

    NeurIPS, 2024

    📄 Paper 💻 Code 🌐 Website

  • GUARDSET-X: Multi-Domain, Policy-Grounded, AI Security Guardrail Benchmark

    Mintong Kang*, Zhaorun Chen*, Chejian Xu*, Jiawei Zhang*, Chengquan Guo*, Minzhou Pan, Ivan Revilla, Yu Sun, Bo Li

    NeurIPS, 2025

    📄 Paper

  • MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models

    Chejian Xu, Jiawei Zhang, Zhaorun Chen, Chulin Xie, Mintong Kang, Yujin Potter, Zhun Wang, Zhuowen Yuan, Alexander Xiong, Zidi Xiong, Chenhui Zhang, Lingzhi Yuan, Yi Zeng, Peiyang Xu, Chengquan Guo, Andy Zhou, Jeffrey Ziwei Tan, Xuandong Zhao, Francesco Pinto, Zhen Xiang, Yu Gai, Zinan Lin, Dan Hendrycks, Bo Li, Dawn Song

    ICLR 2025

    📄 Paper

  • RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents

    Chengquan Guo, Chulin Xie, Yu Yang, Zhaorun Chen, Zinan Lin, Xander Davies, Yarin Gal, Dawn Song, Bo Li

    Submitted to ICLR 2026


  • BlueCodeAgent: A Blue Teaming Agent Enabled by Automated Red Teaming for CodeGen AI

    Chengquan Guo, Yuzhou Nie, Chulin Xie, Zinan Lin, Wenbo Guo, Bo Li

    Submitted to ICLR 2026


Honors & Awards

  • Outstanding Graduate, Provincial Level

    (top 3%), 2025

  • National Scholarship

    (top 2%), 2024

  • Provincial Government Scholarship

    (top 3%), 2023

  • First-Class Scholarship in Zhejiang University

    * 2 (top 3%), 2023 & 2024

  • Tencent Scholarship

    2023

  • Outstanding Student

    * 3, 2022, 2023, 2024