Heng Zhou（周恒）

Heng Zhou（周恒）

zhouheng@pjlab.org.cn

💬 About Me

I am currently an intern at the Shanghai Artificial Intelligence Laboratory, where I focus on Multi-Agent System, Reinforcement Learning and LLM alignment. I am a Ph.D. at the University of Science and Technology of China (USTC), as part of a joint training program between USTC and the Shanghai Artificial Intelligence Laboratory, under the guidance of Prof. Wanli Ouyang and Prof. Lei Bai.

🔥 News

  • 2025.09: One papers are accepted by EMNLP2025!
  • 2024.07: One papers are accepted by NIPS2024!
  • 2023.10: Won the national scholarship!

📝 Publications

NIPS2024
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SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset

Yubin Hu, Kairui Wen, Heng Zhou, Xiaoyang Guo, Yongjin Liu

  • SS3DM comprises precise synthetic street-view 3D mesh models exported from the CARLA simulator.
EMNLP2025
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ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks

Heng Zhou, Hejia Geng, Xiangyuan Xue, Zhenfei Yin, Lei Bai

  • ReSo, a reward-driven, self-organizing collaboration system that enables efficient collaboration through dynamic optimization and agent selection

🎖 Honors and Awards

  • 2025.06: Beijing Merit Student
  • 2023.10: National Scholarship
  • 2023.05: Second Prize, Mathematical Modeling Competition
  • 2023.01: First Prize, 14th National College Student Mathematics Competition

📖 Education

  • 2021.09 - 2025.06: Bachelor’s, Beijing University of Posts and Telecommunications
  • 2025.09 - 2030.06: Ph.D. candidate, USTC-PJLab joint program

💻 Internships