Qi He

Senior Student@Fudan Univerisity, Research Intern@Blender Lab, Research Intern@Fudan NLP, Reds@Liverpool FC

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Welcome !

I’m a senior student at Fudan University under the guidance of Prof. Zhongyu Wei at Fudan Disc Lab, passionately exploring the frontiers of AI. Currently, I am working as an intern at Blender Lab at University of Illinois Urbana-Champaign under the supervision of Prof. Heng Ji.

My research focuses on multimodal large-language models and advanced LLM reasoning techniques. I’m highly self-motivated and always eager to dive into inspiring new challenges. My research interests lies in tool learning, RL for reasoning and multimodality. Lately, I’ve been especially excited about leveraging reinforcement learning to push the reasoning capabilities of LLMs even further.

Feel free to reach out to me to explore potential research opportunities together.

news

Dec 01, 2024 Award in 2024 China Undergraduate Mathematical Contest in Modeling
Sep 01, 2024 Fudan University Scholarship
Oct 01, 2023 Fudan University Excellent Student
Sep 01, 2023 Fudan University Scholarship

selected publications

  1. arXiv
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    Veri-R1: Toward Precise and Faithful Claim Verification via Online Reinforcement Learning
    Qi He, Cheng Qian, Xiusi Chen, and 3 more authors
    2025
  2. NeurIPS
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    Toolrl: Reward is all tool learning needs
    Cheng Qian, Emre Can Acikgoz, Qi He, and 5 more authors
    2025
  3. arXiv
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    From individual to society: A survey on social simulation driven by large language model-based agents
    Xinyi Mou, Xuanwen Ding, Qi He, and 8 more authors
    2024

Passions

  • ⚽ I live and breathe soccer — from last-minute goals to casual kick-abouts with friends, I’m all in!
  • 🏆 Led my institute squad to victory in the Institute Cup and proudly snagged the Best Shooter award!
  • 🔴 A devoted Liverpool FC supporter — You’ll never walk alone!