Yizhou WANG
Yizhou WANG

M.Phil. HKUSTGZ

About Me

I’m currently a Master of Philosophy student at The Hong Kong University of Science and Technology, Guangzhou, supervised by Prof. Jie SONG and Prof. Xuming HU. I received my Bachelor Degree of Engineering at Southwest Jiaotong University and University of Leeds, major in Electronic and Electrical Engineering.

My research focuses on Hallucination Mitigation of Multi-modal Large Language Model (MLLM), Role-Play LLM, LLM Post-Training and Reinforcement Learning for LLM reasoning. I am also very interested in applying LLMs to video-game interactions.

Besides, I’m a big fan of Fabulous Beasts (有兽焉) and Hazbin Hotel (地狱客栈). Wish they could be updating more frequently!

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Interests
  • Hallucination Mitigation in MLLM
  • LLM Post-Training
  • RL for LLM Reasoning
  • Graph RAG
Education
  • Master of Philosophy

    The Hong Kong University of Science and Technology, Guangzhou

  • Bachelor of Engineering

    University of Leeds

  • Bachelor of Engineering

    Southwest Jiaotong University

📚 My Research

I’m a Master of Philosophy student at HKUSTGZ and a member of the HKUSTGZ NLP Group, where I delve into the world of large language models and natural language processing. My academic journey is driven by a passion for exploring and pushing the boundaries of AI research.

My work focuses on overcoming challenges in LLMs, including hallucination mitigation, developing role-play frameworks, and harnessing reinforcement learning to enhance reasoning capabilities. I’m also keen on innovative applications, such as integrating LLMs into video game interactions, which open new horizons for interactive digital experiences.

I’m eager to collaborate with forward-thinking companies and research teams that share my enthusiasm for groundbreaking AI advancements. If you’re interested in discussing potential job opportunities or collaborative projects, please feel free to reach out.

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