Junteng Liu

About Me

I am a second-year PhD candidate at HKUST NLP Group supervised by Professor Junxian He. I graduated from Shanghai Jiao Tong University (SJTU) in June 2024, where I was also fortunate to be advised by Prof. Junxian He during my undergraduate studies.

Research Interests

My research focuses on natural language processing and machine learning, with particular emphasis on:

  • Agentic LLM & Long-Horizon Reasoning: Developing long-horizon reasoning web agents
  • Logical Reasoning & Reinforcement Learning: Exploring reinforcement learning on verifiable logical reasoning data
  • Vision-Language Models: Investigating perception bottlenecks and hallucination issues in LVLMs (How does ViT ability affect the LVLMs?)
  • LLM Truthfulness & Interpretability: Understanding the internal mechanisms of truthfulness in large language models

Education

  • Ph.D. in Computer Science (2024-Present)
    Hong Kong University of Science and Technology

  • B.Eng. (2020-2024)
    Shanghai Jiao Tong University

Experience

  • Research Intern (February 2025 - Present)
    MINIMAX

  • Research Intern (June 2024 - September 2024)
    Tencent WXG
    Advisor: Zifei Shan

  • Research Intern (June 2023 - December 2023)
    Shanghai AI Lab
    Advisor: Prof. Yu Cheng

Publications

2025

2024

2023

Honors & Awards

  • Zhiyuan Honor Scholarship, Shanghai Jiao Tong University

Contact