Hi there! I’m GUO Beichen , a passionate undergraduate student at The Hong Kong Polytechnic University , majoring in Artificial Intelligence & Information Engineering in the Department of EEE 🤖📡. I am dedicated to advancing large language model agents and their applications in AI-driven content generation and multi-agent systems. My research focuses on developing innovative approaches to enhance LLM reasoning capabilities through reinforcement learning and multi-agent collaboration.
My research interests include:

  • 🤖 LLM Multi-Agent Systems
  • 📊 AI Scientist & Researcher
  • 🧩 Reinforcement Learning for LLM Reasoning

🔬 News

DateNews
2025/6/6SGSimEval is a comprehensive automated survey generation benchmark which integrates human preference, the code will be released soon.
2025/4/15The demo page of InteractiveSurvey is now released.

📚 Publications

LZ Wang, Y Ma, R Gao, B Guo, H Zhu, W Fan, Z Lu, KC Ng
arXiv

🎓 Education

  • 2022/9 - 2026/6(expected): BSc in Artificial Intelligence & Information Engineering, The Hong Kong Polytechnic University
  • 2024/7 -2024/8: The Korea Advanced Institute of Science & Technology (KAIST) International Summer School

💼 Internships

  • The Internet and Mobile Computing Laboratory, PolyU - Student Assistant
    Advisor: Prof.CAO Jiannong & Dr.WEN Zhiyuan
    Employment Period: 2024.7 - Present
  • SUSTech GenAI Lab - Remote Intern
    Advisor: Prof.YANG Linyi
    Employment Period: 2025.8 - Present
  • CLP Power Hong Kong Ltd - On Campus Student Assistant)
    Advisor: Prof.TAM Hwa-yaw
    Employment Period: 2024.3 - 2024.7

🏆 Awards(selected)

  • 2024/25 SINOPEC “Cleaner Energy Better Life” Scholarship
  • 2024/25 PolyU Dean’s Honours List
  • 2023/24 The HKSAR Government Scholarship Fund: Reaching Out Award
  • 2023/24 Dr Winnie S M Tang-PolyU Student Innovation & Entrepreneurship Scholarship
  • 2023/24 PolyU Dean’s Honours List
  • 2022/23 PolyU Dean’s Honours List