Xiao Liu

I am currently a third-year Ph.D. student in the Department of Computer Science at the University of California, Davis, under the supervision of Prof. Jiawei Zhang. Before joining UC Davis, I completed my B.S. degree in Software Engineering at Southeast University. My research is focused on natural language processing, particularly in the areas of text summarization, graph-based NLP techniques, multimodal learning, and large language models.

Research Interests

  • Natural Language Processing
    • Text Summarization
    • Graph-based NLP
    • Large Language Models
  • Multimodal Learning
    • Visual Question Answering
    • Vision Language Models

News

  • [2024-10] Our Survey, A Survey of AI-Generated Video Evaluation is available on arXiv.
  • [2024-07] Our paper, Beyond Text: Unveiling Multimodal Proficiency of Large Language Models with MultiAPI Benchmark is accepted by KnowledgeLM@ACL 2024.
  • [2024-06] I started my internship at Amazon Web Services (AWS) as an applied scientist intern. Mentored by Dr. Yoshinari Fujinuma, Dr. Shuaichen Chang, and Dr. Yogarshi Vyas.
  • [2024-04] RoastPic is online!
  • [2024-03] Our paper, GPTA: Generative Prompt Tuning Assistant for Synergistic Downstream Neural Network Enhancement with LLMs is available on arXiv.